% csauthors.net - beta - BibTeX bibliography of Enhong Chen
@inproceedings{conf/euromicro/ChenW99,
title = {Semi-Structured Data Extraction and Schema Knowledge Mining.},
year = {1999},
booktitle = {EUROMICRO},
author = {{Enhong Chen} and {Xufa Wang}},
publisher = {IEEE Computer Society},
booktitle = {25th EUROMICRO '99 Conference, Informatics: Theory and Practice for the New Millenium, 8-10 September 1999, Milan, Italy}
}
@inproceedings{conf/amt/WangCHW01,
title = {Kansei-Oriented Image Retrieval.},
year = {2001},
booktitle = {Active Media Technology},
author = {{Shangfei Wang} and {Enhong Chen} and {Jing Hu} and {Xufa Wang}},
publisher = {Springer},
booktitle = {Active Media Technology, 6th International Computer Science Conference, AMT 2001, Hong Kong, China, December 18-20, 2001, Proceedings}
}
@inproceedings{conf/jfplc/ChenZWA01,
title = {An Algorithm for Fast Recognition of Connected Row-Convex Constraint Networks.},
year = {2001},
booktitle = {JFPLC},
author = {{Enhong Chen} and {Zhenya Zhang} and {Xufa Wang} and {Kazuyuki Aihara}},
publisher = {Hermes},
booktitle = {Programmation en logique avec contraintes, Actes des JFPLC'2001, 24 avril - 27 avril 2001, Cité des sciences et de l'industrie, Paris, France}
}
@inproceedings{conf/adbis/ChenWLM02,
title = {Semistructured Data Store Mapping with XML and Its Reconstruction.},
year = {2002},
booktitle = {ADBIS Research Communications},
author = {{Enhong Chen} and {Gong-Qing Wu} and {Gabriela Lindemann} and {Mirjam Minor}},
publisher = {Slovak University of Technology, Bratislava},
booktitle = {Advances in Databases and Information Systems, 6th East European Conference, ADBIS 2002, Bratislava, Slovakia, September 8-11, 2002, Proceedings, Volume 2: Research Communications}
}
@inproceedings{conf/apweb/WangCW04,
title = {Efficient Incremental Pattern Mining from Semi-structured Dataset.},
year = {2004},
booktitle = {APWeb},
author = {{Qi Wang} and {Enhong Chen} and {Shu Wang}},
publisher = {Springer},
booktitle = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference, APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings}
}
@inproceedings{conf/apweb/ZhangCWW04,
title = {User-Focus Based Personalization Recommendation for Text Information Retrieval.},
year = {2004},
booktitle = {APWeb},
author = {{Zhenya Zhang} and {Enhong Chen} and {Jin Wang} and {Xufa Wang}},
publisher = {Springer},
booktitle = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference, APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings}
}
@inproceedings{conf/cis/WangE04,
title = {An Instance Learning Approach for Automatic Semantic Annotation.},
year = {2004},
booktitle = {CIS},
author = {{Shu Wang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Computational and Information Science, First International Symposium, CIS 2004, Shanghai, China, December 16-18, 2004, Proceedings}
}
@inproceedings{conf/itcc/ZhangCWW04,
title = {Enabling Personalization Recommendation With WeightedFP for Text Information Retrieval Based on User-Focus.},
year = {2004},
booktitle = {ITCC (1)},
author = {{Zhenya Zhang} and {Enhong Chen} and {Jin Wang} and {Xufa Wang}},
publisher = {IEEE Computer Society},
booktitle = {International Conference on Information Technology: Coding and Computing (ITCC'04), Volume 1, April 5-7, 2004, Las Vegas, Nevada, USA}
}
@article{journals/informaticaSI/ChenZBL04,
title = {Extending CC4 Neural Networks to Classify Real Life Documents.},
year = {2004},
journal = {Informatica (Slovenia)},
author = {{Enhong Chen} and {Zhenya Zhang} and {Hans-Dieter Burkhard} and {Gabriela Lindemann}}
}
@inproceedings{conf/cis/ChenW05,
title = {Dynamic Clustering Using Multi-objective Evolutionary Algorithm.},
year = {2005},
booktitle = {CIS (1)},
author = {{Enhong Chen} and {Feng Wang}},
publisher = {Springer},
booktitle = {Computational Intelligence and Security, International Conference, CIS 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part I}
}
@inproceedings{conf/dawak/ChenLS05,
title = {A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining.},
year = {2005},
booktitle = {DaWaK},
author = {{Enhong Chen} and {Tongshu Li} and {Phillip C.-Y. Sheu}},
publisher = {Springer},
booktitle = {Data Warehousing and Knowledge Discovery, 7th International Conference, DaWaK 2005, Copenhagen, Denmark, August 22-26, 2005, Proceedings}
}
@inproceedings{conf/icic/SongCZ05,
title = {SVM Based Automatic User Profile Construction for Personalized Search.},
year = {2005},
booktitle = {ICIC (1)},
author = {{Rui Song} and {Enhong Chen} and {Min Zhao}},
publisher = {Springer},
booktitle = {Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part I}
}
@inproceedings{conf/ism/ChenW05,
title = {An Ontology Learning Method Enhanced by Frame Semantics.},
year = {2005},
booktitle = {ISM},
author = {{Enhong Chen} and {Gaofeng Wu}},
publisher = {IEEE Computer Society},
booktitle = {Seventh IEEE International Symposium on Multimedia (ISM 2005), 12-14 December 2005, Irvine, CA, USA}
}
@inproceedings{conf/isnn/ZhangZCWC05,
title = {TextCC: New Feed Forward Neural Network for Classifying Documents Instantly.},
year = {2005},
booktitle = {ISNN (2)},
author = {{Zhenya Zhang} and {Shuguang Zhang} and {Enhong Chen} and {Xufa Wang} and {Hongmei Cheng}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II}
}
@article{journals/jid/WongLC05,
title = {Automatic Domain Ontology Generation from Web sites.},
year = {2005},
journal = {Trans. SDPS},
author = {{Tak-Lam Wong} and {Wai Lam} and {Enhong Chen}}
}
@inproceedings{conf/IEEEicci/GengZCC06,
title = {A Novel Automatic Text Summarization Study Based on Term Co-Occurrence.},
year = {2006},
booktitle = {IEEE ICCI},
author = {{Huantong Geng} and {Peng Zhao} and {Enhong Chen} and {Qingsheng Cai}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Firth IEEE International Conference on Cognitive Informatics, ICCI 2006, July 17-19, Beijing, China}
}
@inproceedings{conf/apweb/LiCS06,
title = {A Chord-Based Novel Mobile Peer-to-Peer File Sharing Protocol.},
year = {2006},
booktitle = {APWeb},
author = {{Min Li} and {Enhong Chen} and {Phillip C.-Y. Sheu}},
publisher = {Springer},
booktitle = {Frontiers of WWW Research and Development - APWeb 2006, 8th Asia-Pacific Web Conference, Harbin, China, January 16-18, 2006, Proceedings}
}
@inproceedings{conf/cikm/QianXWC06,
title = {Adapting association patterns for text categorization: weaknesses and enhancements.},
year = {2006},
booktitle = {CIKM},
author = {{Tieyun Qian} and {Hui Xiong 001} and {Yuanzhen Wang} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006}
}
@inproceedings{conf/ictai/ChenCSQ06,
title = {An Evolutionary Computational Method for N-Connection Subgraph Discovery.},
year = {2006},
booktitle = {ICTAI},
author = {{Enhong Chen} and {Xujia Chen} and {Phillip C.-Y. Sheu} and {Tieyun Qian}},
publisher = {IEEE Computer Society},
booktitle = {18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 13-15 November 2006, Arlington, VA, USA}
}
@inproceedings{conf/skg/HuWCCL06,
title = {SIIPU*S: A Semantic Pattern Learning Algorithm.},
year = {2006},
booktitle = {SKG},
author = {{Dawei Hu} and {Liu Wenyin} and {Enhong Chen} and {Xiaoping Chen} and {Xin Li 064}},
publisher = {IEEE Computer Society},
booktitle = {2006 International Conference on Semantics, Knowledge and Grid (SKG 2006), 1-3 November 2006, Guilin, China}
}
@article{journals/ijait/ChenWS06,
title = {A Novel Approach of Table Detection and Analysis for Semantic Annotation.},
year = {2006},
journal = {Int. J. Artif. Intell. Tools},
author = {{Enhong Chen} and {Shu Wang} and {Phillip C.-Y. Sheu}}
}
@inproceedings{conf/infoscale/HuLHCW07,
title = {Heuristic learning of rules for information extraction from web documents.},
year = {2007},
booktitle = {Infoscale},
author = {{Dawei Hu} and {Huan Li} and {Tianyong Hao} and {Enhong Chen} and {Liu Wenyin}},
publisher = {ACM},
booktitle = {Proceedings of the 2nf International Conference on Scalable Information Systems, Infoscale 2007, Suzhou, China, June 6-8, 2007}
}
@inproceedings{conf/infoscale/LiHHCW07,
title = {An answer passage retrieval strategy for web-based question answering.},
year = {2007},
booktitle = {Infoscale},
author = {{Xin Li 064} and {Dawei Hu} and {Tianyong Hao} and {Enhong Chen} and {Liu Wenyin}},
publisher = {ACM},
booktitle = {Proceedings of the 2nf International Conference on Scalable Information Systems, Infoscale 2007, Suzhou, China, June 6-8, 2007}
}
@inproceedings{conf/infoscale/YeLC07,
title = {An evolution-based cache scheme for scalable mobile data access.},
year = {2007},
booktitle = {Infoscale},
author = {{Fan Ye} and {Qing Li 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2nf International Conference on Scalable Information Systems, Infoscale 2007, Suzhou, China, June 6-8, 2007}
}
@article{journals/isci/QianXWC07,
title = {On the strength of hyperclique patterns for text categorization.},
year = {2007},
journal = {Inf. Sci.},
author = {{Tieyun Qian} and {Hui Xiong 001} and {Yuanzhen Wang} and {Enhong Chen}}
}
@inproceedings{conf/conll/ChenSH08,
title = {Probabilistic Model for Syntactic and Semantic Dependency Parsing.},
year = {2008},
booktitle = {CoNLL},
author = {{Enhong Chen} and {Liu Shi} and {Dawei Hu}},
publisher = {ACL},
booktitle = {Proceedings of the Twelfth Conference on Computational Natural Language Learning, CoNLL 2008, Manchester, UK, August 16-17, 2008}
}
@inproceedings{conf/icuimc/HuGWWC08,
title = {Question recommendation for user-interactive question answering systems.},
year = {2008},
booktitle = {ICUIMC},
author = {{Dawei Hu} and {Shenhua Gu} and {Shitong Wang} and {Liu Wenyin} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC 2008, Suwon, Korea, January 31 - February 01, 2008}
}
@inproceedings{conf/isaac/WuLC08,
title = {Optimal Key Tree Structure for Deleting Two or More Leaves.},
year = {2008},
booktitle = {ISAAC},
author = {{Weiwei Wu 001} and {Minming Li} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Algorithms and Computation, 19th International Symposium, ISAAC 2008, Gold Coast, Australia, December 15-17, 2008. Proceedings}
}
@inproceedings{conf/kdd/CaoJPHLCL08,
title = {Context-aware query suggestion by mining click-through and session data.},
year = {2008},
booktitle = {KDD},
author = {{Huanhuan Cao} and {Daxin Jiang} and {Jian Pei} and {Qi He 002} and {Zhen Liao} and {Enhong Chen} and {Hang Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008}
}
@inproceedings{conf/sac/YeLC08,
title = {Adaptive caching with heterogeneous devices in mobile peer to peer network.},
year = {2008},
booktitle = {SAC},
author = {{Fan Ye} and {Qing Li 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}
}
@inproceedings{conf/sigir/QuanCLX08,
title = {Adaptive label-driven scaling for latent semantic indexing.},
year = {2008},
booktitle = {SIGIR},
author = {{Xiaojun Quan} and {Enhong Chen} and {Qiming Luo} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008}
}
@article{journals/isci/ChenCLQ08,
title = {Efficient strategies for tough aggregate constraint-based sequential pattern mining.},
year = {2008},
journal = {Inf. Sci.},
author = {{Enhong Chen} and {Huanhuan Cao} and {Qing Li 001} and {Tieyun Qian}}
}
@inproceedings{conf/cikm/CaoCYX09,
title = {Enhancing recommender systems under volatile userinterest drifts.},
year = {2009},
booktitle = {CIKM},
author = {{Huanhuan Cao} and {Enhong Chen} and {Jie Yang 004} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009}
}
@inproceedings{conf/complenet/XiangCZ09,
title = {Finding Community Structure Based on Subgraph Similarity.},
year = {2009},
booktitle = {CompleNet},
author = {{Biao Xiang} and {Enhong Chen} and {Tao Zhou 001}},
booktitle = {Complex Networks - Results of the 2009 International Workshop on Complex Networks, CompleNet 2009, Catania, Italy}
}
@inproceedings{conf/conll/DaiCS09,
title = {An Iterative Approach for Joint Dependency Parsing and Semantic Role Labeling.},
year = {2009},
booktitle = {CoNLL Shared Task},
author = {{Qifeng Dai} and {Enhong Chen} and {Liu Shi}},
publisher = {ACL},
booktitle = {Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task, CoNLL 2009, Boulder, Colorado, USA, June 4, 2009}
}
@inproceedings{conf/isnn/WuC09,
title = {A Novel Nonparametric Regression Ensemble for Rainfall Forecasting Using Particle Swarm Optimization Technique Coupled with Artificial Neural Network.},
year = {2009},
booktitle = {ISNN (3)},
author = {{Jiansheng Wu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part III}
}
@inproceedings{conf/sigir/CaoHSJSCY09,
title = {Context-aware query classification.},
year = {2009},
booktitle = {SIGIR},
author = {{Huanhuan Cao} and {Derek Hao Hu} and {Dou Shen} and {Daxin Jiang} and {Jian-Tao Sun} and {Enhong Chen} and {Qiang Yang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009}
}
@inproceedings{conf/www/CaoJPCL09,
title = {Towards context-aware search by learning a very large variable length hidden markov model from search logs.},
year = {2009},
booktitle = {WWW},
author = {{Huanhuan Cao} and {Daxin Jiang} and {Jian Pei} and {Enhong Chen} and {Hang Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009}
}
@article{journals/corr/abs-0902-2425,
title = {Finding Community Structure Based on Subgraph Similarity},
year = {2009},
journal = {CoRR},
author = {{Biao Xiang} and {Enhong Chen} and {Tao Zhou}}
}
@article{journals/jmm2/YeCLC09,
title = {SPF-A*: Searching Multimedia Data in Heterogeneous Mobile P2P Network.},
year = {2009},
journal = {J. Multim.},
author = {{Fan Ye} and {Enhong Chen} and {Qing Li 001} and {Xuxiang Chen}}
}
@article{journals/tcs/WuLC09,
title = {Optimal tree structures for group key tree management considering insertion and deletion cost.},
year = {2009},
journal = {Theor. Comput. Sci.},
author = {{Weiwei Wu 001} and {Minming Li} and {Enhong Chen}}
}
@inproceedings{conf/cikm/CaoBYCT10,
title = {An effective approach for mining mobile user habits.},
year = {2010},
booktitle = {CIKM},
author = {{Huanhuan Cao} and {Tengfei Bao} and {Qiang Yang 001} and {Enhong Chen} and {Jilei Tian}},
publisher = {ACM},
booktitle = {Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010}
}
@inproceedings{conf/cikm/LiuCXD10,
title = {Exploiting user interests for collaborative filtering: interests expansion via personalized ranking.},
year = {2010},
booktitle = {CIKM},
author = {{Qi Liu 003} and {Enhong Chen} and {Hui Xiong 001} and {Chris H. Q. Ding}},
publisher = {ACM},
booktitle = {Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010}
}
@inproceedings{conf/cis/LiC10,
title = {Graph-Based Answer Passage Ranking for Question Answering.},
year = {2010},
booktitle = {CIS},
author = {{Xin Li 064} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2010 International Conference on Computational Intelligence and Security, CIS 2010, Nanning, Guangxi Zhuang Autonomous Region, China, December 11-14, 2010}
}
@inproceedings{conf/cis/WuC10,
title = {A Novel Hybrid Particle Swarm Optimization for Feature Selection and Kernel Optimization in Support Vector Regression.},
year = {2010},
booktitle = {CIS},
author = {{Jiansheng Wu} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2010 International Conference on Computational Intelligence and Security, CIS 2010, Nanning, Guangxi Zhuang Autonomous Region, China, December 11-14, 2010}
}
@inproceedings{conf/conll/ZhengDLC10,
title = {Hedge Classification with Syntactic Dependency Features Based on an Ensemble Classifier.},
year = {2010},
booktitle = {CoNLL Shared Task},
author = {{Yi Zheng} and {Qifeng Dai} and {Qiming Luo} and {Enhong Chen}},
publisher = {ACL},
booktitle = {Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, CoNLL 2010, Uppsala, Sweden, July 15-16, 2010}
}
@inproceedings{conf/icdm/BaoCCTX10,
title = {An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users.},
year = {2010},
booktitle = {ICDM},
author = {{Tengfei Bao} and {Happia Cao} and {Enhong Chen} and {Jilei Tian} and {Hui Xiong 001}},
publisher = {IEEE Computer Society},
booktitle = {ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010}
}
@inproceedings{conf/isaac/WuTLXC10,
title = {Single and Multiple Device DSA Problem, Complexities and Online Algorithms.},
year = {2010},
booktitle = {ISAAC (2)},
author = {{Weiwei Wu 001} and {Wanyong Tian} and {Minming Li} and {Chun Jason Xue} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Algorithms and Computation - 21st International Symposium, ISAAC 2010, Jeju Island, Korea, December 15-17, 2010, Proceedings, Part II}
}
@inproceedings{conf/npc/ZhangLZJC10,
title = {Storage Device Performance Prediction with Selective Bagging Classification and Regression Tree.},
year = {2010},
booktitle = {NPC},
author = {{Lei Zhang 060} and {Guiquan Liu} and {Xuechen Zhang} and {Song Jiang 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Network and Parallel Computing, IFIP International Conference, NPC 2010, Zhengzhou, China, September 13-15, 2010. Proceedings}
}
@inproceedings{conf/sac/LvLLC10,
title = {Profit-based on-demand broadcast scheduling of real-time multi-item requests.},
year = {2010},
booktitle = {SAC},
author = {{Jingsong Lv} and {Victor C. S. Lee} and {Minming Li} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010}
}
@inproceedings{conf/sigir/XiangJPSCL10,
title = {Context-aware ranking in web search.},
year = {2010},
booktitle = {SIGIR},
author = {{Biao Xiang} and {Daxin Jiang} and {Jian Pei} and {Xiaohui Sun} and {Enhong Chen} and {Hang Li 001}},
publisher = {ACM},
booktitle = {Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010}
}
@article{journals/tcs/TianLC10,
title = {Energy optimal schedules for jobs with multiple active intervals.},
year = {2010},
journal = {Theor. Comput. Sci.},
author = {{Wanyong Tian} and {Minming Li} and {Enhong Chen}}
}
@inproceedings{conf/adma/ZongXJZCP11,
title = {APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags.},
year = {2011},
booktitle = {ADMA (1)},
author = {{Yu Zong} and {Guandong Xu} and {Ping Jin} and {Yanchun Zhang} and {Enhong Chen} and {Rong Pan}},
publisher = {Springer},
booktitle = {Advanced Data Mining and Applications - 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part I}
}
@inproceedings{conf/cikm/ZhuCXCT11,
title = {Towards expert finding by leveraging relevant categories in authority ranking.},
year = {2011},
booktitle = {CIKM},
author = {{Hengshu Zhu} and {Huanhuan Cao} and {Hui Xiong 001} and {Enhong Chen} and {Jilei Tian}},
publisher = {ACM},
booktitle = {Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011}
}
@inproceedings{conf/fskd/LiuYWC11,
title = {A novel three-phase XML twig pattern matching algorithm based on version tree.},
year = {2011},
booktitle = {FSKD},
author = {{Guiquan Liu} and {Meiling Yao} and {Desheng Wang} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {Eighth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, 26-28 July 2011, Shanghai, China}
}
@inproceedings{conf/icdm/LiuGLCX11,
title = {Personalized Travel Package Recommendation.},
year = {2011},
booktitle = {ICDM},
author = {{Qi Liu 003} and {Yong Ge} and {Zhongmou Li} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {IEEE Computer Society},
booktitle = {11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011}
}
@inproceedings{conf/ksem/LiuCXDH11,
title = {Gaussian Process for Recommender Systems.},
year = {2011},
booktitle = {KSEM},
author = {{Qi Liu 003} and {Enhong Chen} and {Biao Xiang} and {Chris H. Q. Ding} and {Liang He}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management - 5th International Conference, KSEM 2011, Irvine, CA, USA, December 12-14, 2011. Proceedings}
}
@inproceedings{conf/ksem/ZhuCC11,
title = {Finding Experts in Tag Based Knowledge Sharing Communities.},
year = {2011},
booktitle = {KSEM},
author = {{Hengshu Zhu} and {Enhong Chen} and {Huanhuan Cao}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management - 5th International Conference, KSEM 2011, Irvine, CA, USA, December 12-14, 2011. Proceedings}
}
@inproceedings{conf/racs/TianLZXLC11,
title = {Optimal task allocation on non-volatile memory based hybrid main memory.},
year = {2011},
booktitle = {RACS},
author = {{Wanyong Tian} and {Jianhua Li 003} and {Yingchao Zhao 001} and {Chun Jason Xue} and {Minming Li} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Research in Applied Computation Symposium, RACS '11, Miami, FL, USA, October 19-22, 2011}
}
@article{journals/eswa/LuoCX11,
title = {A semantic term weighting scheme for text categorization.},
year = {2011},
journal = {Expert Syst. Appl.},
author = {{Qiming Luo} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/ipl/ZongXJZC11,
title = {HC_AB: A new heuristic clustering algorithm based on Approximate Backbone.},
year = {2011},
journal = {Inf. Process. Lett.},
author = {{Yu Zong} and {Guandong Xu} and {Ping Jin} and {Yanchun Zhang} and {Enhong Chen}}
}
@article{journals/ipm/ChenLXLM11,
title = {Exploiting probabilistic topic models to improve text categorization under class imbalance.},
year = {2011},
journal = {Inf. Process. Manag.},
author = {{Enhong Chen} and {Yanggang Lin} and {Hui Xiong 001} and {Qiming Luo} and {Haiping Ma}}
}
@article{journals/tcs/WuLC11,
title = {Min-energy scheduling for aligned jobs in accelerate model.},
year = {2011},
journal = {Theor. Comput. Sci.},
author = {{Weiwei Wu 001} and {Minming Li} and {Enhong Chen}}
}
@article{journals/tist/LiaoJCPCL11,
title = {Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion.},
year = {2011},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Zhen Liao} and {Daxin Jiang} and {Enhong Chen} and {Jian Pei} and {Huanhuan Cao} and {Hang Li 001}}
}
@article{journals/www/YeLC11,
title = {Benefit based cache data placement and update for mobile peer to peer networks.},
year = {2011},
journal = {World Wide Web},
author = {{Fan Ye} and {Qing Li 001} and {Enhong Chen}}
}
@inproceedings{conf/cikm/WuCLXBZ12,
title = {Leveraging tagging for neighborhood-aware probabilistic matrix factorization.},
year = {2012},
booktitle = {CIKM},
author = {{Le Wu} and {Enhong Chen} and {Qi Liu 003} and {Linli Xu} and {Tengfei Bao} and {Lei Zhang 060}},
publisher = {ACM},
booktitle = {21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}
}
@inproceedings{conf/cikm/ZhuCCXT12,
title = {Exploiting enriched contextual information for mobile app classification.},
year = {2012},
booktitle = {CIKM},
author = {{Hengshu Zhu} and {Huanhuan Cao} and {Enhong Chen} and {Hui Xiong 001} and {Jilei Tian}},
publisher = {ACM},
booktitle = {21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}
}
@inproceedings{conf/cis/YangLLZC12,
title = {Analyzing Sequence Data Based on Conditional Random Fields with Co-training.},
year = {2012},
booktitle = {CIS},
author = {{Leilei Yang} and {Guiquan Liu} and {Qi Liu 003} and {Lei Zhang 060} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {Eighth International Conference on Computational Intelligence and Security, CIS 2012, Guangzhou, China, November 17-18, 2012}
}
@inproceedings{conf/eurosys/ChengHKMWWYZZC12,
title = {Kineograph: taking the pulse of a fast-changing and connected world.},
year = {2012},
booktitle = {EuroSys},
author = {{Raymond Cheng 001} and {Ji Hong} and {Aapo Kyrola} and {Youshan Miao} and {Xuetian Weng} and {Ming Wu 007} and {Fan Yang 024} and {Lidong Zhou} and {Feng Zhao 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {European Conference on Computer Systems, Proceedings of the Seventh EuroSys Conference 2012, EuroSys '12, Bern, Switzerland, April 10-13, 2012}
}
@inproceedings{conf/icdm/XuLC12,
title = {Ensemble Pruning via Constrained Eigen-Optimization.},
year = {2012},
booktitle = {ICDM},
author = {{Linli Xu} and {Bo Li} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012}
}
@inproceedings{conf/icdm/XuLCCT12,
title = {Towards Annotating Media Contents through Social Diffusion Analysis.},
year = {2012},
booktitle = {ICDM},
author = {{Tong Xu 001} and {Dong Liu 002} and {Enhong Chen} and {Huanhuan Cao} and {Jilei Tian}},
publisher = {IEEE Computer Society},
booktitle = {12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012}
}
@inproceedings{conf/icdm/ZhuCYCXT12,
title = {Mining Personal Context-Aware Preferences for Mobile Users.},
year = {2012},
booktitle = {ICDM},
author = {{Hengshu Zhu} and {Enhong Chen} and {Kuifei Yu} and {Huanhuan Cao} and {Hui Xiong 001} and {Jilei Tian}},
publisher = {IEEE Computer Society},
booktitle = {12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012}
}
@inproceedings{conf/icpr/YangLZC12,
title = {Multi-view learning with batch mode active selection for image retrieval.},
year = {2012},
booktitle = {ICPR},
author = {{Wenhui Yang} and {Guiquan Liu} and {Lei Zhang 060} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012}
}
@inproceedings{conf/ifip12/LiSC12,
title = {Messages Ranking in Social Network.},
year = {2012},
booktitle = {Intelligent Information Processing},
author = {{Bo Li} and {Fengxian Shi} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Intelligent Information Processing VI - 7th IFIP TC 12 International Conference, IIP 2012, Guilin, China, October 12-15, 2012. Proceedings}
}
@inproceedings{conf/ijcnn/ZongXJYCW12,
title = {A projective clustering algorithm based on significant local dense areas.},
year = {2012},
booktitle = {IJCNN},
author = {{Yu Zong} and {Guandong Xu} and {Ping Jin} and {Xun Yi} and {Enhong Chen} and {Zongda Wu}},
publisher = {IEEE},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/kdd/ZhangTLCJWL12,
title = {Harnessing the wisdom of the crowds for accurate web page clipping.},
year = {2012},
booktitle = {KDD},
author = {{Lei Zhang 060} and {Linpeng Tang} and {Ping Luo 001} and {Enhong Chen} and {Limei Jiao} and {Min Wang 001} and {Guiquan Liu}},
publisher = {ACM},
booktitle = {The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012}
}
@inproceedings{conf/mdm/BaoCYCT12,
title = {Mining Significant Places from Cell ID Trajectories: A Geo-grid Based Approach.},
year = {2012},
booktitle = {MDM},
author = {{Tengfei Bao} and {Huanhuan Cao} and {Qiang Yang 001} and {Enhong Chen} and {Jilei Tian}},
publisher = {IEEE Computer Society},
booktitle = {13th IEEE International Conference on Mobile Data Management, MDM 2012, Bengaluru, India, July 23-26, 2012}
}
@inproceedings{conf/mdm/BaoCYCT12a,
title = {A Demonstration of Mining Significant Places from Cell ID Trajectories through a Geo-grid Based Approach.},
year = {2012},
booktitle = {MDM},
author = {{Tengfei Bao} and {Huanhuan Cao} and {Qiang Yang 001} and {Enhong Chen} and {Jilei Tian}},
publisher = {IEEE Computer Society},
booktitle = {13th IEEE International Conference on Mobile Data Management, MDM 2012, Bengaluru, India, July 23-26, 2012}
}
@inproceedings{conf/mdm/LiCCXT12,
title = {BP-growth: Searching Strategies for Efficient Behavior Pattern Mining.},
year = {2012},
booktitle = {MDM},
author = {{Xueying Li} and {Huanhuan Cao} and {Enhong Chen} and {Hui Xiong 001} and {Jilei Tian}},
publisher = {IEEE Computer Society},
booktitle = {13th IEEE International Conference on Mobile Data Management, MDM 2012, Bengaluru, India, July 23-26, 2012}
}
@inproceedings{conf/nips/XieXC12,
title = {Image Denoising and Inpainting with Deep Neural Networks.},
year = {2012},
booktitle = {NIPS},
author = {{Junyuan Xie} and {Linli Xu} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.}
}
@inproceedings{conf/pdcat/DaiLZC12,
title = {Storage Device Performance Prediction with Hybrid Regression Models.},
year = {2012},
booktitle = {PDCAT},
author = {{Chengjun Dai} and {Guiquan Liu} and {Lei Zhang 060} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {13th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2012, Beijing, China, December 14-16, 2012}
}
@inproceedings{conf/pkdd/YangCLXXS12,
title = {On Approximation of Real-World Influence Spread.},
year = {2012},
booktitle = {ECML/PKDD (2)},
author = {{Yu Yang 001} and {Enhong Chen} and {Qi Liu 003} and {Biao Xiang} and {Tong Xu 001} and {Shafqat Ali Shad}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II}
}
@inproceedings{conf/recsys/LiuXCGXBZ12,
title = {Influential seed items recommendation.},
year = {2012},
booktitle = {RecSys},
author = {{Qi Liu 003} and {Biao Xiang} and {Enhong Chen} and {Yong Ge} and {Hui Xiong 001} and {Tengfei Bao} and {Yi Zheng}},
publisher = {ACM},
booktitle = {Sixth ACM Conference on Recommender Systems, RecSys '12, Dublin, Ireland, September 9-13, 2012}
}
@inproceedings{conf/rtcsa/LvLLC12,
title = {Admission Control and Channel Allocation of Multi-item Requests for Real-Time Data Broadcast.},
year = {2012},
booktitle = {RTCSA},
author = {{Jingsong Lv} and {Victor C. S. Lee} and {Minming Li} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2012 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2012, Seoul, Korea (South), August 19-22, 2012}
}
@inproceedings{conf/tamc/WuLHC12,
title = {Speed Scaling Problems with Memory/Cache Consideration.},
year = {2012},
booktitle = {TAMC},
author = {{Weiwei Wu 001} and {Minming Li} and {He Huang 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Theory and Applications of Models of Computation - 9th Annual Conference, TAMC 2012, Beijing, China, May 16-21, 2012. Proceedings}
}
@inproceedings{conf/www/MaCYCT12,
title = {A habit mining approach for discovering similar mobile users.},
year = {2012},
booktitle = {WWW},
author = {{Haiping Ma} and {Huanhuan Cao} and {Qiang Yang 001} and {Enhong Chen} and {Jilei Tian}},
publisher = {ACM},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012}
}
@article{journals/corr/abs-1205-6024,
title = {A Social Influence Model Based On Circuit Theory},
year = {2012},
journal = {CoRR},
author = {{Biao Xiang} and {Enhong Chen} and {Qi Liu 003} and {Hui Xiong 001} and {Yu Yang 001} and {Junyuan Xie}}
}
@article{journals/corr/abs-1206-1105,
title = {A Linear Circuit Model For Social Influence},
year = {2012},
journal = {CoRR},
author = {{Biao Xiang} and {Enhong Chen} and {Hui Xiong 001} and {Qi Liu 003}}
}
@article{journals/corr/abs-1206-5587,
title = {Spatial Outlier Detection from GSM Mobility Data},
year = {2012},
journal = {CoRR},
author = {{Shafqat Ali Shad} and {Enhong Chen}}
}
@article{journals/corr/abs-1206-5795,
title = {Cell Oscillation Resolution in Mobility Profile Building},
year = {2012},
journal = {CoRR},
author = {{Shafqat Ali Shad} and {Enhong Chen}}
}
@article{journals/corr/abs-1206-6099,
title = {Precise Location Acquisition of Mobility Data Using Cell-id},
year = {2012},
journal = {CoRR},
author = {{Shafqat Ali Shad} and {Enhong Chen}}
}
@article{journals/corr/abs-1207-2860,
title = {Enterprise Resource Planning - Real blessing or a Blessing in Disguise : An Exploration of the Contextual Factors in Public Sector.},
year = {2012},
journal = {CoRR},
author = {{Shafqat Ali Shad} and {Enhong Chen} and {Faisal Malik Faisal Azeem}}
}
@article{journals/corr/abs-1207-2862,
title = {Performance Enhancement Factors of ERP Projects in a Telecom Public Sector Organization of Pakistan : An Exploratory Study},
year = {2012},
journal = {CoRR},
author = {{Shafqat Ali Shad} and {Enhong Chen} and {Faisal Malik Faisal Azeem}}
}
@article{journals/dke/LvLLC12,
title = {Profit-based scheduling and channel allocation for multi-item requests in real-time on-demand data broadcast systems.},
year = {2012},
journal = {Data Knowl. Eng.},
author = {{Jingsong Lv} and {Victor C. S. Lee} and {Minming Li} and {Enhong Chen}}
}
@article{journals/ijkss/ZhuCCT12,
title = {Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities.},
year = {2012},
journal = {Int. J. Knowl. Syst. Sci.},
author = {{Hengshu Zhu} and {Enhong Chen} and {Huanhuan Cao} and {Jilei Tian}}
}
@article{journals/ijon/MaCXX12,
title = {Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning.},
year = {2012},
journal = {Neurocomputing},
author = {{Haiping Ma} and {Enhong Chen} and {Linli Xu} and {Hui Xiong 001}}
}
@article{journals/jss/TianXLC12,
title = {Loop fusion and reordering for register file optimization on stream processors.},
year = {2012},
journal = {J. Syst. Softw.},
author = {{Wanyong Tian} and {Chun Jason Xue} and {Minming Li} and {Enhong Chen}}
}
@article{journals/kais/BaoCCTX12,
title = {An unsupervised approach to modeling personalized contexts of mobile users.},
year = {2012},
journal = {Knowl. Inf. Syst.},
author = {{Tengfei Bao} and {Huanhuan Cao} and {Enhong Chen} and {Jilei Tian} and {Hui Xiong 001}}
}
@article{journals/kbs/WuXZYCZ12,
title = {Executing SQL queries over encrypted character strings in the Database-As-Service model.},
year = {2012},
journal = {Knowl. Based Syst.},
author = {{Zongda Wu} and {Guandong Xu} and {Yu Zong} and {Xun Yi} and {Enhong Chen} and {Yanchun Zhang}}
}
@article{journals/tcs/WuLTXC12,
title = {Single and multiple device DSA problems, complexities and online algorithms.},
year = {2012},
journal = {Theor. Comput. Sci.},
author = {{Weiwei Wu 001} and {Minming Li} and {Wanyong Tian} and {Chun Jason Xue} and {Enhong Chen}}
}
@article{journals/tist/LiCCT12,
title = {Learning to Infer the Status of Heavy-Duty Sensors for Energy-Efficient Context-Sensing.},
year = {2012},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Xueying Li} and {Huanhuan Cao} and {Enhong Chen} and {Jilei Tian}}
}
@article{journals/tsmc/LiuCXDC12,
title = {Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking.},
year = {2012},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Qi Liu 003} and {Enhong Chen} and {Hui Xiong 001} and {Chris H. Q. Ding} and {Jian Chen 016}}
}
@inproceedings{conf/adma/LiZCZX13,
title = {Mining Frequent Patterns in Print Logs with Semantically Alternative Labels.},
year = {2013},
booktitle = {ADMA (2)},
author = {{Xin Li 064} and {Lei Zhang 060} and {Enhong Chen} and {Yu Zong} and {Guandong Xu}},
publisher = {Springer},
booktitle = {Advanced Data Mining and Applications - 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part II}
}
@inproceedings{conf/cikm/ZhangDDC13,
title = {Probabilistic solutions of influence propagation on social networks.},
year = {2013},
booktitle = {CIKM},
author = {{Miao Zhang} and {Chunni Dai} and {Chris H. Q. Ding} and {Enhong Chen}},
publisher = {ACM},
booktitle = {22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013}
}
@inproceedings{conf/cikm/ZhuXGC13,
title = {Ranking fraud detection for mobile apps: a holistic view.},
year = {2013},
booktitle = {CIKM},
author = {{Hengshu Zhu} and {Hui Xiong 001} and {Yong Ge} and {Enhong Chen}},
publisher = {ACM},
booktitle = {22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013}
}
@inproceedings{conf/cis/JinXCLMLH13,
title = {Random Walk with Pre-filtering for Social Link Prediction.},
year = {2013},
booktitle = {CIS},
author = {{Ting Jin} and {Tong Xu 001} and {Enhong Chen} and {Qi Liu 003} and {Haiping Ma} and {Jingsong Lv} and {Guoping Hu}},
publisher = {IEEE Computer Society},
booktitle = {Ninth International Conference on Computational Intelligence and Security, CIS 2013, Emei Mountain, Sichan Province, China, December 14-15, 2013}
}
@inproceedings{conf/emnlp/WangLLC13,
title = {A Dataset for Research on Short-Text Conversations.},
year = {2013},
booktitle = {EMNLP},
author = {{Hao Wang 076} and {Zhengdong Lu} and {Hang Li 001} and {Enhong Chen}},
publisher = {ACL},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL}
}
@inproceedings{conf/icdm/LiuXZCTC13,
title = {Linear Computation for Independent Social Influence.},
year = {2013},
booktitle = {ICDM},
author = {{Qi Liu 003} and {Biao Xiang} and {Lei Zhang 060} and {Enhong Chen} and {Chang Tan} and {Ji Chen}},
publisher = {IEEE Computer Society},
booktitle = {2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}
}
@inproceedings{conf/icdm/ZengLCW13,
title = {From Social User Activities to People Affiliation.},
year = {2013},
booktitle = {ICDM},
author = {{Guangxiang Zeng} and {Ping Luo 001} and {Enhong Chen} and {Min Wang 001}},
publisher = {IEEE Computer Society},
booktitle = {2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}
}
@inproceedings{conf/ideal/YuZCZCTR13,
title = {Learning to Detect the Subway Station Arrival for Mobile Users.},
year = {2013},
booktitle = {IDEAL},
author = {{Kuifei Yu} and {Hengshu Zhu} and {Huanhuan Cao} and {Baoxian Zhang} and {Enhong Chen} and {Jilei Tian} and {Jinghai Rao}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings}
}
@inproceedings{conf/ijcai/XiangLCXZY13,
title = {PageRank with Priors: An Influence Propagation Perspective.},
year = {2013},
booktitle = {IJCAI},
author = {{Biao Xiang} and {Qi Liu 003} and {Enhong Chen} and {Hui Xiong 001} and {Yi Zheng} and {Yu Yang 001}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/recsys/WuLCHLCH13,
title = {Personalized next-song recommendation in online karaokes.},
year = {2013},
booktitle = {RecSys},
author = {{Xiang Wu} and {Qi Liu 003} and {Enhong Chen} and {Liang He} and {Jingsong Lv} and {Can Cao} and {Guoping Hu}},
publisher = {ACM},
booktitle = {Seventh ACM Conference on Recommender Systems, RecSys '13, Hong Kong, China, October 12-16, 2013}
}
@inproceedings{conf/wise/YouHCCHZH13,
title = {GEAM: A General and Event-Related Aspects Model for Twitter Event Detection.},
year = {2013},
booktitle = {WISE (2)},
author = {{Yue You} and {Guangyan Huang} and {Jian Cao 001} and {Enhong Chen} and {Jing He 004} and {Yanchun Zhang} and {Liang Hu 004}},
publisher = {Springer},
booktitle = {Web Information Systems Engineering - WISE 2013 - 14th International Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part II}
}
@article{journals/corr/WuHLC13,
title = {Query Segmentation for Relevance Ranking in Web Search.},
year = {2013},
journal = {CoRR},
author = {{Haocheng Wu} and {Yunhua Hu} and {Hang Li 001} and {Enhong Chen}}
}
@article{journals/ijitdm/LiuMCX13,
title = {A Survey of Context-Aware Mobile Recommendations.},
year = {2013},
journal = {Int. J. Inf. Technol. Decis. Mak.},
author = {{Qi Liu 003} and {Haiping Ma} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/ijon/WuXLCZZ13,
title = {Position-wise contextual advertising: Placing relevant ads at appropriate positions of a web page.},
year = {2013},
journal = {Neurocomputing},
author = {{Zongda Wu} and {Guandong Xu} and {Chenglang Lu} and {Enhong Chen} and {Yanchun Zhang} and {Hong Zhang}}
}
@article{journals/jco/WuLC13,
title = {Optimal key tree structure for two-user replacement and deletion problems.},
year = {2013},
journal = {J. Comb. Optim.},
author = {{Weiwei Wu 001} and {Minming Li} and {Enhong Chen}}
}
@article{journals/tvlsi/TianZSLLXLC13,
title = {Task Allocation on Nonvolatile-Memory-Based Hybrid Main Memory.},
year = {2013},
journal = {IEEE Trans. Very Large Scale Integr. Syst.},
author = {{Wanyong Tian} and {Yingchao Zhao 001} and {Liang Shi} and {Qing'an Li} and {Jianhua Li 003} and {Chun Jason Xue} and {Minming Li} and {Enhong Chen}}
}
@article{journals/tweb/LiaoJPHCCL13,
title = {A vlHMM approach to context-aware search.},
year = {2013},
journal = {ACM Trans. Web},
author = {{Zhen Liao} and {Daxin Jiang} and {Jian Pei} and {Yalou Huang} and {Enhong Chen} and {Huanhuan Cao} and {Hang Li 001}}
}
@inproceedings{conf/IEEEcit/HeCCT14,
title = {Efficient Personalized Recommendation of Mobile Web Content Using an EM-Based Clustering Method.},
year = {2014},
booktitle = {CIT},
author = {{Ming He} and {Alvin Chin} and {Enhong Chen} and {Jilei Tian}},
publisher = {IEEE Computer Society},
booktitle = {14th IEEE International Conference on Computer and Information Technology, CIT 2014, Xi'an, China, September 11-13, 2014}
}
@inproceedings{conf/aaai/TianGCCL14,
title = {Learning Deep Representations for Graph Clustering.},
year = {2014},
booktitle = {AAAI},
author = {{Fei Tian} and {Bin Gao 001} and {Qing Cui} and {Enhong Chen} and {Tie-Yan Liu}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada.}
}
@inproceedings{conf/aaai/TianLCQCL14,
title = {Agent Behavior Prediction and Its Generalization Analysis.},
year = {2014},
booktitle = {AAAI},
author = {{Fei Tian} and {Haifang Li} and {Wei Chen 034} and {Tao Qin 001} and {Enhong Chen} and {Tie-Yan Liu}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada.}
}
@inproceedings{conf/adma/GuoZLCZG14,
title = {High Utility Episode Mining Made Practical and Fast.},
year = {2014},
booktitle = {ADMA},
author = {{Guangming Guo} and {Lei Zhang 060} and {Qi Liu 003} and {Enhong Chen} and {Feida Zhu 001} and {Chu Guan}},
publisher = {Springer},
booktitle = {Advanced Data Mining and Applications - 10th International Conference, ADMA 2014, Guilin, China, December 19-21, 2014. Proceedings}
}
@inproceedings{conf/asunam/TangLZCZ14,
title = {Diversified social influence maximization.},
year = {2014},
booktitle = {ASONAM},
author = {{Fangshuang Tang} and {Qi Liu 003} and {Hengshu Zhu} and {Enhong Chen} and {Feida Zhu 001}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, Beijing, China, August 17-20, 2014}
}
@inproceedings{conf/cikm/ChangZGCXT14,
title = {Predicting the Popularity of Online Serials with Autoregressive Models.},
year = {2014},
booktitle = {CIKM},
author = {{Biao Chang} and {Hengshu Zhu} and {Yong Ge} and {Enhong Chen} and {Hui Xiong 001} and {Chang Tan}},
publisher = {ACM},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014}
}
@inproceedings{conf/cikm/LiuXCXTY14,
title = {Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach.},
year = {2014},
booktitle = {CIKM},
author = {{Qi Liu 003} and {Biao Xiang} and {Enhong Chen} and {Hui Xiong 001} and {Fangshuang Tang} and {Jeffrey Xu Yu}},
publisher = {ACM},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014}
}
@inproceedings{conf/coling/TianDBGZCL14,
title = {A Probabilistic Model for Learning Multi-Prototype Word Embeddings.},
year = {2014},
booktitle = {COLING},
author = {{Fei Tian} and {Hanjun Dai} and {Jiang Bian 002} and {Bin Gao 001} and {Rui Zhang} and {Enhong Chen} and {Tie-Yan Liu}},
publisher = {ACL},
booktitle = {COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland}
}
@inproceedings{conf/eurosys/HanMLWYZPCC14,
title = {Chronos: a graph engine for temporal graph analysis.},
year = {2014},
booktitle = {EuroSys},
author = {{Wentao Han} and {Youshan Miao} and {Kaiwei Li} and {Ming Wu 007} and {Fan Yang 024} and {Lidong Zhou} and {Vijayan Prabhakaran} and {Wenguang Chen} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Ninth Eurosys Conference 2014, EuroSys 2014, Amsterdam, The Netherlands, April 13-16, 2014}
}
@inproceedings{conf/fskd/WangZLLC14,
title = {On top-k closed sequential patterns mining.},
year = {2014},
booktitle = {FSKD},
author = {{Jing Wang} and {Lei Zhang 060} and {Guiquan Liu} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014, Xiamen, China, August 19-21, 2014}
}
@inproceedings{conf/icdm/HuangXLC14,
title = {Robust Dynamic Trajectory Regression on Road Networks: A Multi-task Learning Framework.},
year = {2014},
booktitle = {ICDM},
author = {{Aiqing Huang} and {Linli Xu} and {Yitan Li} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014}
}
@inproceedings{conf/icdm/LiuDLXCX14,
title = {Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.},
year = {2014},
booktitle = {ICDM},
author = {{Qi Liu 003} and {Zheng Dong} and {Chuanren Liu} and {Xing Xie 001} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014}
}
@inproceedings{conf/icdm/XuWSWC14,
title = {Learning Low-Rank Label Correlations for Multi-label Classification with Missing Labels.},
year = {2014},
booktitle = {ICDM},
author = {{Linli Xu} and {Zhen Wang} and {Zefan Shen} and {Yubo Wang} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014}
}
@inproceedings{conf/icdm/ZhaoWLGC14,
title = {Investment Recommendation in P2P Lending: A Portfolio Perspective with Risk Management.},
year = {2014},
booktitle = {ICDM},
author = {{Hongke Zhao} and {Le Wu} and {Qi Liu 003} and {Yong Ge} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014}
}
@inproceedings{conf/icdm/ZhuZGCL14,
title = {Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective.},
year = {2014},
booktitle = {ICDM},
author = {{Chen Zhu} and {Hengshu Zhu} and {Yong Ge} and {Enhong Chen} and {Qi Liu 003}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014}
}
@inproceedings{conf/ijcnn/LiZLCXZG14,
title = {Mining user tasks from print logs.},
year = {2014},
booktitle = {IJCNN},
author = {{Xin Li 064} and {Lei Zhang 060} and {Ping Luo 001} and {Enhong Chen} and {Guandong Xu} and {Yu Zong} and {Chu Guan}},
publisher = {IEEE},
booktitle = {2014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/kdd/LianZXSCR14,
title = {GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation.},
year = {2014},
booktitle = {KDD},
author = {{Defu Lian} and {Cong Zhao} and {Xing Xie 001} and {Guangzhong Sun} and {Enhong Chen} and {Yong Rui}},
publisher = {ACM},
booktitle = {The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014}
}
@inproceedings{conf/kdd/ZhuXGC14,
title = {Mobile app recommendations with security and privacy awareness.},
year = {2014},
booktitle = {KDD},
author = {{Hengshu Zhu} and {Hui Xiong 001} and {Yong Ge} and {Enhong Chen}},
publisher = {ACM},
booktitle = {The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014}
}
@inproceedings{conf/pakdd/LianZXC14,
title = {Analyzing Location Predictability on Location-Based Social Networks.},
year = {2014},
booktitle = {PAKDD (1)},
author = {{Defu Lian} and {Yin Zhu} and {Xing Xie 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I}
}
@inproceedings{conf/sigir/WangWLC14,
title = {Influential nodes selection: a data reconstruction perspective.},
year = {2014},
booktitle = {SIGIR},
author = {{Zhefeng Wang} and {Hao Wang 076} and {Qi Liu 003} and {Enhong Chen}},
publisher = {ACM},
booktitle = {The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014}
}
@inproceedings{conf/waim/WangZZZCLC14,
title = {An Intelligent Search Platform for Business News.},
year = {2014},
booktitle = {WAIM},
author = {{Hanchao Wang} and {Lili Zhou} and {Yu Zong} and {Lei Zhang 060} and {Enhong Chen} and {Xin Li 064} and {Jun Chen}},
publisher = {Springer},
booktitle = {Web-Age Information Management - 15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings}
}
@inproceedings{conf/waim/ZhengLCGZ14,
title = {Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks.},
year = {2014},
booktitle = {WAIM},
author = {{Yi Zheng} and {Qi Liu 003} and {Enhong Chen} and {Yong Ge} and {J. Leon Zhao}},
publisher = {Springer},
booktitle = {Web-Age Information Management - 15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings}
}
@inproceedings{conf/waim/ZhouWZCC14,
title = {A Novel Knowledge Network Framework for Financial News Navigation.},
year = {2014},
booktitle = {WAIM},
author = {{Lili Zhou} and {Hanchao Wang} and {Lei Zhang 060} and {Enhong Chen} and {Jun Chen}},
publisher = {Springer},
booktitle = {Web-Age Information Management - 15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings}
}
@inproceedings{conf/wsdm/WuWZCDS14,
title = {Improving search relevance for short queries in community question answering.},
year = {2014},
booktitle = {WSDM},
author = {{Haocheng Wu} and {Wei Wu 014} and {Ming Zhou 001} and {Enhong Chen} and {Lei Duan} and {Heung-Yeung Shum}},
publisher = {ACM},
booktitle = {Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014}
}
@article{journals/fcsc/YuZCZCTR14,
title = {Learning to detect subway arrivals for passengers on a train.},
year = {2014},
journal = {Frontiers Comput. Sci.},
author = {{Kuifei Yu} and {Hengshu Zhu} and {Huanhuan Cao} and {Baoxian Zhang} and {Enhong Chen} and {Jilei Tian} and {Jinghai Rao}}
}
@article{journals/kais/XuZCHXT14,
title = {Learning to annotate via social interaction analytics.},
year = {2014},
journal = {Knowl. Inf. Syst.},
author = {{Tong Xu 001} and {Hengshu Zhu} and {Enhong Chen} and {Baoxing Huai} and {Hui Xiong 001} and {Jilei Tian}}
}
@article{journals/tist/TanLCXW14,
title = {Object-Oriented Travel Package Recommendation.},
year = {2014},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Chang Tan} and {Qi Liu 003} and {Enhong Chen} and {Hui Xiong 001} and {Xiang Wu}}
}
@article{journals/tist/ZhuCXYCT14,
title = {Mining Mobile User Preferences for Personalized Context-Aware Recommendation.},
year = {2014},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Hengshu Zhu} and {Enhong Chen} and {Hui Xiong 001} and {Kuifei Yu} and {Huanhuan Cao} and {Jilei Tian}}
}
@article{journals/tkdd/HuaiCZXBLT14,
title = {Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach.},
year = {2014},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Baoxing Huai} and {Enhong Chen} and {Hengshu Zhu} and {Hui Xiong 001} and {Tengfei Bao} and {Qi Liu 003} and {Jilei Tian}}
}
@article{journals/tkde/LiuCXGLW14,
title = {A Cocktail Approach for Travel Package Recommendation.},
year = {2014},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Qi Liu 003} and {Enhong Chen} and {Hui Xiong 001} and {Yong Ge} and {Zhongmou Li} and {Xiang Wu}}
}
@article{journals/tmc/ZhuCXCT14,
title = {Mobile App Classification with Enriched Contextual Information.},
year = {2014},
journal = {IEEE Trans. Mob. Comput.},
author = {{Hengshu Zhu} and {Enhong Chen} and {Hui Xiong 001} and {Huanhuan Cao} and {Jilei Tian}}
}
@article{journals/www/ZhuCXCT14,
title = {Ranking user authority with relevant knowledge categories for expert finding.},
year = {2014},
journal = {World Wide Web},
author = {{Hengshu Zhu} and {Enhong Chen} and {Hui Xiong 001} and {Huanhuan Cao} and {Jilei Tian}}
}
@inproceedings{conf/aaai/XuHCC15,
title = {Exploiting Task-Feature Co-Clusters in Multi-Task Learning.},
year = {2015},
booktitle = {AAAI},
author = {{Linli Xu} and {Aiqing Huang} and {Jianhui Chen} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/aaai/XuLWC15,
title = {Temporally Adaptive Restricted Boltzmann Machine for Background Modeling.},
year = {2015},
booktitle = {AAAI},
author = {{Linli Xu} and {Yitan Li} and {Yubo Wang} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/aaai/ZhongXLLC15,
title = {A Nonconvex Relaxation Approach for Rank Minimization Problems.},
year = {2015},
booktitle = {AAAI},
author = {{Xiaowei Zhong} and {Linli Xu} and {Yitan Li} and {Zhiyuan Liu} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/bigcomp/HeSLC15,
title = {Distributed real-time knowledge graph serving.},
year = {2015},
booktitle = {BigComp},
author = {{Liang He} and {Bin Shao} and {Yatao Li} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2015 International Conference on Big Data and Smart Computing, BIGCOMP 2015, Jeju, South Korea, February 9-11, 2015}
}
@inproceedings{conf/fskd/YangZLC15,
title = {UPCA: An efficient URL-Pattern based algorithm for accurate web page classification.},
year = {2015},
booktitle = {FSKD},
author = {{Yiming Yang} and {Lei Zhang 060} and {Guiquan Liu} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015, Zhangjiajie, China, August 15-17, 2015}
}
@inproceedings{conf/icde/LiXCL15,
title = {MARS: A multi-aspect Recommender system for Point-of-Interest.},
year = {2015},
booktitle = {ICDE},
author = {{Xin Li 064} and {Guandong Xu} and {Enhong Chen} and {Lin Li 001}},
publisher = {IEEE Computer Society},
booktitle = {31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015}
}
@inproceedings{conf/icdm/ChangZCL15,
title = {Information Source Detection via Maximum A Posteriori Estimation.},
year = {2015},
booktitle = {ICDM},
author = {{Biao Chang} and {Feida Zhu 001} and {Enhong Chen} and {Qi Liu 003}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/icdm/GuanLLCZX15,
title = {Discovery of College Students in Financial Hardship.},
year = {2015},
booktitle = {ICDM},
author = {{Chu Guan} and {Xinjiang Lu} and {Xiaolin Li} and {Enhong Chen} and {Wenjun Zhou 001} and {Hui Xiong 001}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/icdm/LiXCL15,
title = {Learning User Preferences across Multiple Aspects for Merchant Recommendation.},
year = {2015},
booktitle = {ICDM},
author = {{Xin Li 064} and {Guandong Xu} and {Enhong Chen} and {Lin Li 001}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/icdm/LiuXWC15,
title = {Community Detection Based on Structure and Content: A Content Propagation Perspective.},
year = {2015},
booktitle = {ICDM},
author = {{Liyuan Liu} and {Linli Xu} and {Zhen Wang} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/icdm/LiuZLZCXX15,
title = {Mining Indecisiveness in Customer Behaviors.},
year = {2015},
booktitle = {ICDM},
author = {{Qi Liu 003} and {Xianyu Zeng} and {Chuanren Liu} and {Hengshu Zhu} and {Enhong Chen} and {Hui Xiong 001} and {Xing Xie 001}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/icdm/XuZHOC15,
title = {Feature Selection with Integrated Relevance and Redundancy Optimization.},
year = {2015},
booktitle = {ICDM},
author = {{Linli Xu} and {Qi Zhou} and {Aiqing Huang} and {Wenjun Ouyang} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/ijcai/LiXTJZC15,
title = {Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective.},
year = {2015},
booktitle = {IJCAI},
author = {{Yitan Li} and {Linli Xu} and {Fei Tian} and {Liang Jiang} and {Xiaowei Zhong} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/ijcai/WangCLYGC15,
title = {Maximizing the Coverage of Information Propagation in Social Networks.},
year = {2015},
booktitle = {IJCAI},
author = {{Zhefeng Wang} and {Enhong Chen} and {Qi Liu 003} and {Yu Yang 001} and {Yong Ge} and {Biao Chang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/ijcai/WuLLCSCH15,
title = {Cognitive Modelling for Predicting Examinee Performance.},
year = {2015},
booktitle = {IJCAI},
author = {{Run-ze Wu} and {Qi Liu 003} and {Yuping Liu} and {Enhong Chen} and {Yu Su 002} and {Zhigang Chen 003} and {Guoping Hu}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/ijcai/ZengZLLCZ15,
title = {Matrix Factorization with Scale-Invariant Parameters.},
year = {2015},
booktitle = {IJCAI},
author = {{Guangxiang Zeng} and {Hengshu Zhu} and {Qi Liu 003} and {Ping Luo 001} and {Enhong Chen} and {Tong Zhang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/kdd/WangYLXXCR15,
title = {Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data.},
year = {2015},
booktitle = {KDD},
author = {{Yingzi Wang} and {Nicholas Jing Yuan} and {Defu Lian} and {Linli Xu} and {Xing Xie 001} and {Enhong Chen} and {Yong Rui}},
publisher = {ACM},
booktitle = {Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015}
}
@inproceedings{conf/ksem/SunLLLCM15,
title = {Mining User's Location Intention from Mobile Search Log.},
year = {2015},
booktitle = {KSEM},
author = {{Yifan Sun} and {Xin Li 064} and {Lin Li 001} and {Qi Liu 003} and {Enhong Chen} and {Haiping Ma}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management - 8th International Conference, KSEM 2015, Chongqing, China, October 28-30, 2015, Proceedings}
}
@inproceedings{conf/pakdd/MaLWC15,
title = {Identifying Hesitant and Interested Customers for Targeted Social Marketing.},
year = {2015},
booktitle = {PAKDD (1)},
author = {{Guowei Ma} and {Qi Liu 003} and {Le Wu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I}
}
@inproceedings{conf/pakdd/WuZYCXR15,
title = {Predicting Smartphone Adoption in Social Networks.},
year = {2015},
booktitle = {PAKDD (1)},
author = {{Le Wu} and {Yin Zhu} and {Nicholas Jing Yuan} and {Enhong Chen} and {Xing Xie 001} and {Yong Rui}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I}
}
@inproceedings{conf/pakdd/ZhengLCZHL15,
title = {Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification.},
year = {2015},
booktitle = {PAKDD (2)},
author = {{Yi Zheng} and {Qi Liu 003} and {Enhong Chen} and {J. Leon Zhao} and {Liang He} and {Guangyi Lv}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II}
}
@inproceedings{conf/sdm/ChenXCCWL15,
title = {Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction.},
year = {2015},
booktitle = {SDM},
author = {{Zaiyi Chen} and {Linli Xu} and {Enhong Chen} and {Biao Chang} and {Zhefeng Wang} and {Yitan Li}},
publisher = {SIAM},
booktitle = {Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}
}
@inproceedings{conf/sdm/WuLCXT15,
title = {Product Adoption Rate Prediction: A Multi-factor View.},
year = {2015},
booktitle = {SDM},
author = {{Le Wu} and {Qi Liu 003} and {Enhong Chen} and {Xing Xie 001} and {Chang Tan}},
publisher = {SIAM},
booktitle = {Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}
}
@inproceedings{conf/sdm/XuZZXCL15,
title = {Exploring the Impact of Dynamic Mutual Influence on Social Event Participation.},
year = {2015},
booktitle = {SDM},
author = {{Tong Xu 001} and {Hao Zhong 002} and {Hengshu Zhu} and {Hui Xiong 001} and {Enhong Chen} and {Guannan Liu}},
publisher = {SIAM},
booktitle = {Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}
}
@inproceedings{conf/sdm/ZengLCXZL15,
title = {Convex Matrix Completion: A Trace-Ball Optimization Perspective.},
year = {2015},
booktitle = {SDM},
author = {{Guangxiang Zeng} and {Ping Luo 001} and {Enhong Chen} and {Hui Xiong 001} and {Hengshu Zhu} and {Qi Liu 003}},
publisher = {SIAM},
booktitle = {Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}
}
@inproceedings{conf/waim/MaLCX15,
title = {Individual Influence Maximization via Link Recommendation.},
year = {2015},
booktitle = {WAIM},
author = {{Guowei Ma} and {Qi Liu 003} and {Enhong Chen} and {Biao Xiang}},
publisher = {Springer},
booktitle = {Web-Age Information Management - 16th International Conference, WAIM 2015, Qingdao, China, June 8-10, 2015. Proceedings}
}
@inproceedings{conf/webi/GuanLLCZL15,
title = {Consolidation: Metric+Active Learning and Its Applications for Cross-Domain Recommendation.},
year = {2015},
booktitle = {WI-IAT (1)},
author = {{Chu Guan} and {Qi Liu 003} and {Jingsong Lv} and {Enhong Chen} and {Hengshu Zhu} and {Xin Li 064}},
publisher = {IEEE Computer Society},
booktitle = {IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Singapore, December 6-9, 2015 - Volume I}
}
@inproceedings{conf/www/ZhangZYXCZ15,
title = {A Novelty-Seeking based Dining Recommender System.},
year = {2015},
booktitle = {WWW},
author = {{Fuzheng Zhang} and {Kai Zheng 001} and {Nicholas Jing Yuan} and {Xing Xie 001} and {Enhong Chen} and {Xiaofang Zhou 001}},
publisher = {ACM},
booktitle = {Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015}
}
@article{journals/corr/WangCLYGC15,
title = {Information Coverage Maximization in Social Networks.},
year = {2015},
journal = {CoRR},
author = {{Zhefeng Wang} and {Enhong Chen} and {Qi Liu 003} and {Yu Yang 001} and {Yong Ge} and {Biao Chang}}
}
@article{journals/eswa/LiXCZ15,
title = {Learning recency based comparative choice towards point-of-interest recommendation.},
year = {2015},
journal = {Expert Syst. Appl.},
author = {{Xin Li 064} and {Guandong Xu} and {Enhong Chen} and {Yu Zong}}
}
@article{journals/ijsnet/LvLLC15,
title = {Supporting multi-level quality of services in data broadcast systems.},
year = {2015},
journal = {Int. J. Sens. Networks},
author = {{Jingsong Lv} and {Victor C. S. Lee} and {Minming Li} and {Enhong Chen}}
}
@article{journals/ir/WuHLC15,
title = {A new approach to query segmentation for relevance ranking in web search.},
year = {2015},
journal = {Inf. Retr. J.},
author = {{Haocheng Wu} and {Yunhua Hu} and {Hang Li 001} and {Enhong Chen}}
}
@article{journals/isci/WuSLCXLXY15,
title = {Constructing plausible innocuous pseudo queries to protect user query intention.},
year = {2015},
journal = {Inf. Sci.},
author = {{Zongda Wu} and {Jie Shi} and {Chenglang Lu} and {Enhong Chen} and {Guandong Xu} and {Guiling Li} and {Sihong Xie} and {Philip S. Yu}}
}
@article{journals/kais/XuWLC15,
title = {Improving contextual advertising matching by using Wikipedia thesaurus knowledge.},
year = {2015},
journal = {Knowl. Inf. Syst.},
author = {{Guandong Xu} and {Zongda Wu} and {Guiling Li} and {Enhong Chen}}
}
@article{journals/tcyb/ZhuLGXC15,
title = {Popularity Modeling for Mobile Apps: A Sequential Approach.},
year = {2015},
journal = {IEEE Trans. Cybern.},
author = {{Hengshu Zhu} and {Chuanren Liu} and {Yong Ge} and {Hui Xiong 001} and {Enhong Chen}}
}
@article{journals/tkdd/ZhangLTCLWX15,
title = {Occupancy-Based Frequent Pattern Mining*.},
year = {2015},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Lei Zhang 060} and {Ping Luo 001} and {Linpeng Tang} and {Enhong Chen} and {Qi Liu 003} and {Min Wang 001} and {Hui Xiong 001}}
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@article{journals/tkde/ZhuXGC15,
title = {Discovery of Ranking Fraud for Mobile Apps.},
year = {2015},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Hengshu Zhu} and {Hui Xiong 001} and {Yong Ge} and {Enhong Chen}}
}
@article{journals/tos/MiaoHLWYZPCC15,
title = {ImmortalGraph: A System for Storage and Analysis of Temporal Graphs.},
year = {2015},
journal = {ACM Trans. Storage},
author = {{Youshan Miao} and {Wentao Han} and {Kaiwei Li} and {Ming Wu 007} and {Fan Yang 024} and {Lidong Zhou} and {Vijayan Prabhakaran} and {Enhong Chen} and {Wenguang Chen}}
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title = {Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding.},
year = {2016},
booktitle = {AAAI},
author = {{Guangyi Lv} and {Tong Xu 001} and {Enhong Chen} and {Qi Liu 003} and {Yi Zheng}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/aaai/WuGLCLH16,
title = {Modeling Users' Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective.},
year = {2016},
booktitle = {AAAI},
author = {{Le Wu} and {Yong Ge} and {Qi Liu 003} and {Enhong Chen} and {Bai Long} and {Zhenya Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/asunam/WangCPAC16,
title = {Tradeoffs between density and size in extracting dense subgraphs: A unified framework.},
year = {2016},
booktitle = {ASONAM},
author = {{Zhefeng Wang} and {Lingyang Chu} and {Jian Pei} and {Abdullah Al-Barakati} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, August 18-21, 2016}
}
@inproceedings{conf/coling/WangHWWLWC16,
title = {Chinese Poetry Generation with Planning based Neural Network.},
year = {2016},
booktitle = {COLING},
author = {{Zhe Wang} and {Wei He 014} and {Hua Wu 003} and {Haiyang Wu} and {Wei Li 176} and {Haifeng Wang 001} and {Enhong Chen}},
publisher = {ACL},
booktitle = {COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11-16, 2016, Osaka, Japan}
}
@inproceedings{conf/dasfaa/HeGWCT16,
title = {Predicting the Popularity of DanMu-enabled Videos: A Multi-factor View.},
year = {2016},
booktitle = {DASFAA (2)},
author = {{Ming He} and {Yong Ge} and {Le Wu} and {Enhong Chen} and {Chang Tan}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/LiuLWCSCH16,
title = {Collaborative Learning Team Formation: A Cognitive Modeling Perspective.},
year = {2016},
booktitle = {DASFAA (2)},
author = {{Yuping Liu} and {Qi Liu 003} and {Run-ze Wu} and {Enhong Chen} and {Yu Su 002} and {Zhigang Chen 003} and {Guoping Hu}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/ZhuZLCLZ16,
title = {Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective.},
year = {2016},
booktitle = {DASFAA (1)},
author = {{Yan Zhu 010} and {Hengshu Zhu} and {Qi Liu 003} and {Enhong Chen} and {Hong Li} and {Hongke Zhao}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I}
}
@inproceedings{conf/huc/WangYSZXLC16,
title = {A contextual collaborative approach for app usage forecasting.},
year = {2016},
booktitle = {UbiComp},
author = {{Yingzi Wang} and {Nicholas Jing Yuan} and {Yu Sun 021} and {Fuzheng Zhang} and {Xing Xie 001} and {Qi Liu 003} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September 12-16, 2016}
}
@inproceedings{conf/icdm/PanCLXML16,
title = {Sparse Factorization Machines for Click-through Rate Prediction.},
year = {2016},
booktitle = {ICDM},
author = {{Zhen Pan} and {Enhong Chen} and {Qi Liu 003} and {Tong Xu 001} and {Haiping Ma} and {Hongjie Lin}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/icdm/WangWWCL16,
title = {Selecting Valuable Customers for Merchants in E-Commerce Platforms.},
year = {2016},
booktitle = {ICDM},
author = {{Yijun Wang 002} and {Le Wu} and {Zongda Wu} and {Enhong Chen} and {Qi Liu 003}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/icdm/XuCZCYX16,
title = {Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains.},
year = {2016},
booktitle = {ICDM},
author = {{Linli Xu} and {Zaiyi Chen} and {Qi Zhou} and {Enhong Chen} and {Nicholas Jing Yuan} and {Xing Xie 001}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/icdm/ZhaoLGKC16,
title = {Group Preference Aggregation: A Nash Equilibrium Approach.},
year = {2016},
booktitle = {ICDM},
author = {{Hongke Zhao} and {Qi Liu 003} and {Yong Ge} and {Ruoyan Kong} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/ijcnn/GaoDKLCL16,
title = {An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognition.},
year = {2016},
booktitle = {IJCNN},
author = {{Jianqing Gao} and {Jun Du} and {Changqing Kong} and {Huaifang Lu} and {Enhong Chen} and {Chin-Hui Lee 001}},
publisher = {IEEE},
booktitle = {2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/kdd/ChuWPWZC16,
title = {Finding Gangs in War from Signed Networks.},
year = {2016},
booktitle = {KDD},
author = {{Lingyang Chu} and {Zhefeng Wang} and {Jian Pei} and {Jiannan Wang 001} and {Zijin Zhao} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}
}
@inproceedings{conf/kdd/XuZZLZCX16,
title = {Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.},
year = {2016},
booktitle = {KDD},
author = {{Tong Xu 001} and {Hengshu Zhu} and {Xiangyu Zhao 001} and {Qi Liu 003} and {Hao Zhong 002} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}
}
@inproceedings{conf/kdd/ZhaoLWGC16,
title = {Portfolio Selections in P2P Lending: A Multi-Objective Perspective.},
year = {2016},
booktitle = {KDD},
author = {{Hongke Zhao} and {Qi Liu 003} and {Guifeng Wang} and {Yong Ge} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}
}
@inproceedings{conf/kdd/ZhuXTLGCF16,
title = {Days on Market: Measuring Liquidity in Real Estate Markets.},
year = {2016},
booktitle = {KDD},
author = {{Hengshu Zhu} and {Hui Xiong 001} and {Fangshuang Tang} and {Qi Liu 003} and {Yong Ge} and {Enhong Chen} and {Yanjie Fu}},
publisher = {ACM},
booktitle = {Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}
}
@inproceedings{conf/pakdd/GuoZCWLLQ16,
title = {Personal Credit Profiling via Latent User Behavior Dimensions on Social Media.},
year = {2016},
booktitle = {PAKDD (2)},
author = {{Guangming Guo} and {Feida Zhu 001} and {Enhong Chen} and {Le Wu} and {Qi Liu 003} and {Yingling Liu} and {Minghui Qiu}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II}
}
@inproceedings{conf/sdm/GuanFLXCL16,
title = {Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model.},
year = {2016},
booktitle = {SDM},
author = {{Chu Guan} and {Yanjie Fu} and {Xinjiang Lu} and {Hui Xiong 001} and {Enhong Chen} and {Yingling Liu}},
publisher = {SIAM},
booktitle = {Proceedings of the 2016 SIAM International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}
}
@article{journals/corr/FuXRLSC16,
title = {Predicting Social Status via Social Networks: A Case Study on University, Occupation, and Region.},
year = {2016},
journal = {CoRR},
author = {{Hao Fu} and {Xing Xie 001} and {Yong Rui} and {Defu Lian} and {Guangzhong Sun} and {Enhong Chen}}
}
@article{journals/corr/WangYPC16,
title = {Activity Maximization by Effective Information Diffusion in Social Networks.},
year = {2016},
journal = {CoRR},
author = {{Zhefeng Wang} and {Yu Yang 001} and {Jian Pei} and {Enhong Chen}}
}
@article{journals/corr/YangWPC16,
title = {Tracking Influential Nodes in Dynamic Networks.},
year = {2016},
journal = {CoRR},
author = {{Yu Yang 001} and {Zhefeng Wang} and {Jian Pei} and {Enhong Chen}}
}
@article{journals/fcsc/ZhengLCGZ16,
title = {Exploiting multi-channels deep convolutional neural networks for multivariate time series classification.},
year = {2016},
journal = {Frontiers Comput. Sci.},
author = {{Yi Zheng} and {Qi Liu 003} and {Enhong Chen} and {Yong Ge} and {J. Leon Zhao}}
}
@article{journals/isci/ZhangLCW16,
title = {Revisiting bound estimation of pattern measures: A generic framework.},
year = {2016},
journal = {Inf. Sci.},
author = {{Lei Zhang 060} and {Ping Luo 001} and {Enhong Chen} and {Min Wang 001}}
}
@article{journals/jcst/TianGCL16,
title = {Learning Better Word Embedding by Asymmetric Low-Rank Projection of Knowledge Graph.},
year = {2016},
journal = {J. Comput. Sci. Technol.},
author = {{Fei Tian} and {Bin Gao 001} and {Enhong Chen} and {Tie-Yan Liu}}
}
@article{journals/kais/ZhuZGCLXX16,
title = {Tracking the evolution of social emotions with topic models.},
year = {2016},
journal = {Knowl. Inf. Syst.},
author = {{Chen Zhu} and {Hengshu Zhu} and {Yong Ge} and {Enhong Chen} and {Qi Liu 003} and {Tong Xu 001} and {Hui Xiong 001}}
}
@article{journals/tist/WuLCYGX16,
title = {Relevance Meets Coverage: A Unified Framework to Generate Diversified Recommendations.},
year = {2016},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Le Wu} and {Qi Liu 003} and {Enhong Chen} and {Nicholas Jing Yuan} and {Guangming Guo} and {Xing Xie 001}}
}
@article{journals/tweb/GuoZCLWG16,
title = {From Footprint to Evidence: An Exploratory Study of Mining Social Data for Credit Scoring.},
year = {2016},
journal = {ACM Trans. Web},
author = {{Guangming Guo} and {Feida Zhu 001} and {Enhong Chen} and {Qi Liu 003} and {Le Wu} and {Chu Guan}}
}
@inproceedings{conf/aaai/HuangLCZGWSH17,
title = {Question Difficulty Prediction for READING Problems in Standard Tests.},
year = {2017},
booktitle = {AAAI},
author = {{Zhenya Huang} and {Qi Liu 003} and {Enhong Chen} and {Hongke Zhao} and {Mingyong Gao} and {Si Wei} and {Yu Su 002} and {Guoping Hu}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/ZhangCLLL17,
title = {A Context-Enriched Neural Network Method for Recognizing Lexical Entailment.},
year = {2017},
booktitle = {AAAI},
author = {{Kun Zhang 015} and {Enhong Chen} and {Qi Liu 003} and {Chuanren Liu} and {Guangyi Lv}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/apnet/LuCRXLZXCC17,
title = {Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter.},
year = {2017},
booktitle = {APNet},
author = {{Yuanwei Lu} and {Guo Chen 001} and {Zhenyuan Ruan} and {Wencong Xiao} and {Bojie Li} and {Jiansong Zhang} and {Yongqiang Xiong} and {Peng Cheng 005} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the First Asia-Pacific Workshop on Networking, APNet 2017, Hong Kong, China, August 3-4, 2017}
}
@inproceedings{conf/apweb/ChenZLZLC17,
title = {Incorporating User Preferences Across Multiple Topics into Collaborative Filtering for Personalized Merchant Recommendation.},
year = {2017},
booktitle = {APWeb/WAIM (1)},
author = {{Yunfeng Chen} and {Lei Zhang 060} and {Xin Li 064} and {Yu Zong} and {Guiquan Liu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part I}
}
@inproceedings{conf/cikm/ChenLHWCWSH17,
title = {Tracking Knowledge Proficiency of Students with Educational Priors.},
year = {2017},
booktitle = {CIKM},
author = {{Yuying Chen} and {Qi Liu 003} and {Zhenya Huang} and {Le Wu} and {Enhong Chen} and {Run-ze Wu} and {Yu Su 002} and {Guoping Hu}},
publisher = {ACM},
booktitle = {Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017}
}
@inproceedings{conf/cikm/HuangPLLMC17,
title = {An Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers.},
year = {2017},
booktitle = {CIKM},
author = {{Zai Huang} and {Zhen Pan} and {Qi Liu 003} and {Bai Long} and {Haiping Ma} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017}
}
@inproceedings{conf/dasfaa/MaZFZLC17,
title = {Social User Profiling: A Social-Aware Topic Modeling Perspective.},
year = {2017},
booktitle = {DASFAA (2)},
author = {{Chao Ma 022} and {Chen Zhu} and {Yanjie Fu} and {Hengshu Zhu} and {Guiquan Liu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/WuTWC17,
title = {An Unsupervised Approach for Low-Quality Answer Detection in Community Question-Answering.},
year = {2017},
booktitle = {DASFAA (2)},
author = {{Haocheng Wu} and {Zuohui Tian} and {Wei Wu 014} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II}
}
@inproceedings{conf/emnlp/ZhangLLZC17,
title = {Stack-based Multi-layer Attention for Transition-based Dependency Parsing.},
year = {2017},
booktitle = {EMNLP},
author = {{Zhirui Zhang} and {Shujie Liu 001} and {Mu Li 001} and {Ming Zhou 001} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017}
}
@inproceedings{conf/icdm/ZhaoXFCG17,
title = {Incorporating Spatio-Temporal Smoothness for Air Quality Inference.},
year = {2017},
booktitle = {ICDM},
author = {{Xiangyu Zhao 001} and {Tong Xu 001} and {Yanjie Fu} and {Enhong Chen} and {Hao Guo 016}},
publisher = {IEEE Computer Society},
booktitle = {2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017}
}
@inproceedings{conf/icics/XiaoCX17,
title = {S7commTrace: A High Interactive Honeypot for Industrial Control System Based on S7 Protocol.},
year = {2017},
booktitle = {ICICS},
author = {{Feng Xiao} and {Enhong Chen} and {Qiang Xu}},
publisher = {Springer},
booktitle = {Information and Communications Security - 19th International Conference, ICICS 2017, Beijing, China, December 6-8, 2017, Proceedings}
}
@inproceedings{conf/ijcai/HuangWCZLW17,
title = {Incremental Matrix Factorization: A Linear Feature Transformation Perspective.},
year = {2017},
booktitle = {IJCAI},
author = {{Xunpeng Huang} and {Le Wu} and {Enhong Chen} and {Hengshu Zhu} and {Qi Liu 003} and {Yijun Wang 002}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/LiuWZLXC17,
title = {Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective.},
year = {2017},
booktitle = {IJCAI},
author = {{Qi Liu 003} and {Guifeng Wang} and {Hongke Zhao} and {Chuanren Liu} and {Tong Xu 001} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/infocom/LuCLTXWC17,
title = {One more queue is enough: Minimizing flow completion time with explicit priority notification.},
year = {2017},
booktitle = {INFOCOM},
author = {{Yuanwei Lu} and {Guo Chen 001} and {Larry Luo} and {Kun Tan} and {Yongqiang Xiong} and {Xiaoliang Wang 001} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {2017 IEEE Conference on Computer Communications, INFOCOM 2017, Atlanta, GA, USA, May 1-4, 2017}
}
@inproceedings{conf/kbse/ZhangLLC17,
title = {Systematically testing background services of mobile apps.},
year = {2017},
booktitle = {ASE},
author = {{Li Lyna Zhang} and {Chieh-Jan Mike Liang} and {Yunxin Liu} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, ASE 2017, Urbana, IL, USA, October 30 - November 03, 2017}
}
@inproceedings{conf/kdd/ZhaoZGLCLW17,
title = {Tracking the Dynamics in Crowdfunding.},
year = {2017},
booktitle = {KDD},
author = {{Hongke Zhao} and {Hefu Zhang} and {Yong Ge} and {Qi Liu 003} and {Enhong Chen} and {Huayu Li} and {Le Wu}},
publisher = {ACM},
booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017}
}
@inproceedings{conf/smc/DuWXLLC17,
title = {Solving link-oriented tasks in signed network via an embedding approach.},
year = {2017},
booktitle = {SMC},
author = {{Dongfang Du} and {Hao Wang 076} and {Tong Xu 001} and {Yanan Lu} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, AB, Canada, October 5-8, 2017}
}
@inproceedings{conf/smp/ZhangJXCWC17,
title = {A Markov Chain Monte Carlo Approach for Source Detection in Networks.},
year = {2017},
booktitle = {SMP},
author = {{Le Zhang 010} and {Tianyuan Jin} and {Tong Xu 001} and {Biao Chang} and {Zhefeng Wang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Social Media Processing - 6th National Conference, SMP 2017, Beijing, China, September 14-17, 2017, Proceedings}
}
@inproceedings{conf/sosp/LiRXLXPCZ17,
title = {KV-Direct: High-Performance In-Memory Key-Value Store with Programmable NIC.},
year = {2017},
booktitle = {SOSP},
author = {{Bojie Li} and {Zhenyuan Ruan} and {Wencong Xiao} and {Yuanwei Lu} and {Yongqiang Xiong} and {Andrew Putnam} and {Enhong Chen} and {Lintao Zhang}},
publisher = {ACM},
booktitle = {Proceedings of the 26th Symposium on Operating Systems Principles, Shanghai, China, October 28-31, 2017}
}
@inproceedings{conf/wmcsa/ZhangLZC17,
title = {Towards A Contextual and Scalable Automated-testing Service for Mobile Apps.},
year = {2017},
booktitle = {HotMobile},
author = {{Li Lyna Zhang} and {Chieh-Jan Mike Liang} and {Wei Zhang} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications, HotMobile 2017, Sonoma, CA, USA, February 21 - 22, 2017}
}
@inproceedings{conf/www/WuXCLN17,
title = {Knowledge or Gaming?: Cognitive Modelling Based on Multiple-Attempt Response.},
year = {2017},
booktitle = {WWW (Companion Volume)},
author = {{Run-ze Wu} and {Guandong Xu} and {Enhong Chen} and {Qi Liu 003} and {Wan Ng}},
publisher = {ACM},
booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017}
}
@article{journals/corr/abs-1709-08083,
title = {Finding Theme Communities from Database Networks: from Mining to Indexing and Query Answering.},
year = {2017},
journal = {CoRR},
author = {{Lingyang Chu} and {Zhefeng Wang} and {Jian Pei} and {Yanyan Zhang} and {Yu Yang 001} and {Enhong Chen}}
}
@article{journals/corr/abs-1711-04094,
title = {Generalized Neural Graph Embedding with Matrix Factorization.},
year = {2017},
journal = {CoRR},
author = {{Junliang Guo} and {Linli Xu} and {Xunpeng Huang} and {Enhong Chen}}
}
@article{journals/eswa/WuLLHZCX17,
title = {A topic modeling based approach to novel document automatic summarization.},
year = {2017},
journal = {Expert Syst. Appl.},
author = {{Zongda Wu} and {Li Lei} and {Guiling Li} and {Hui Huang} and {Chengren Zheng} and {Enhong Chen} and {Guandong Xu}}
}
@article{journals/ijon/GuanFLCLX17,
title = {Efficient karaoke song recommendation via multiple kernel learning approximation.},
year = {2017},
journal = {Neurocomputing},
author = {{Chu Guan} and {Yanjie Fu} and {Xinjiang Lu} and {Enhong Chen} and {Xiaolin Li} and {Hui Xiong 001}}
}
@article{journals/isci/WuZLCHLCX17,
title = {An efficient Wikipedia semantic matching approach to text document classification.},
year = {2017},
journal = {Inf. Sci.},
author = {{Zongda Wu} and {Hui Zhu} and {Guiling Li} and {Zongmin Cui} and {Hui Huang} and {Jun Li} and {Enhong Chen} and {Guandong Xu}}
}
@article{journals/pvldb/HeSLXXCC17,
title = {Stylus: A Strongly-Typed Store for Serving Massive RDF Data.},
year = {2017},
journal = {Proc. VLDB Endow.},
author = {{Liang He} and {Bin Shao} and {Yatao Li} and {Huanhuan Xia} and {Yanghua Xiao} and {Enhong Chen} and {Liang Chen}}
}
@article{journals/tist/FuXRGSC17,
title = {Robust Spammer Detection in Microblogs: Leveraging User Carefulness.},
year = {2017},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Hao Fu} and {Xing Xie 001} and {Yong Rui} and {Neil Zhenqiang Gong} and {Guangzhong Sun} and {Enhong Chen}}
}
@article{journals/tist/ZhaoGLWCZ17,
title = {P2P Lending Survey: Platforms, Recent Advances and Prospects.},
year = {2017},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Hongke Zhao} and {Yong Ge} and {Qi Liu 003} and {Guifeng Wang} and {Enhong Chen} and {Hefu Zhang}}
}
@article{journals/tkdd/LiuXYCXZY17,
title = {An Influence Propagation View of PageRank.},
year = {2017},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Qi Liu 003} and {Biao Xiang} and {Nicholas Jing Yuan} and {Enhong Chen} and {Hui Xiong 001} and {Yi Zheng} and {Yu Yang 001}}
}
@article{journals/tkde/WangYPCC17,
title = {Activity Maximization by Effective Information Diffusion in Social Networks.},
year = {2017},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Zhefeng Wang} and {Yu Yang 001} and {Jian Pei} and {Lingyang Chu} and {Enhong Chen}}
}
@article{journals/tkde/WuGLCHDW17,
title = {Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services.},
year = {2017},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Le Wu} and {Yong Ge} and {Qi Liu 003} and {Enhong Chen} and {Richang Hong} and {Junping Du} and {Meng Wang 001}}
}
@article{journals/tkde/YangWPC17,
title = {Tracking Influential Individuals in Dynamic Networks.},
year = {2017},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Yu Yang 001} and {Zhefeng Wang} and {Jian Pei} and {Enhong Chen}}
}
@article{journals/tmm/HeLLCWZ17,
title = {Progressive Pseudo-analog Transmission for Mobile Video Streaming.},
year = {2017},
journal = {IEEE Trans. Multim.},
author = {{Dongliang He} and {Cuiling Lan} and {Chong Luo} and {Enhong Chen} and {Feng Wu 001} and {Wenjun Zeng}}
}
@article{journals/www/ChenZLZTX17,
title = {Discerning individual interests and shared interests for social user profiling.},
year = {2017},
journal = {World Wide Web},
author = {{Enhong Chen} and {Guangxiang Zeng} and {Ping Luo 001} and {Hengshu Zhu} and {Jilei Tian} and {Hui Xiong 001}}
}
@inproceedings{conf/aaai/SuLLHYCDWH18,
title = {Exercise-Enhanced Sequential Modeling for Student Performance Prediction.},
year = {2018},
booktitle = {AAAI},
author = {{Yu Su 002} and {Qingwen Liu} and {Qi Liu 003} and {Zhenya Huang} and {Yu Yin} and {Enhong Chen} and {Chris H. Q. Ding} and {Si Wei} and {Guoping Hu}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/aaai/WangLWCLHH18,
title = {Confidence-Aware Matrix Factorization for Recommender Systems.},
year = {2018},
booktitle = {AAAI},
author = {{Chao Wang 086} and {Qi Liu 003} and {Run-ze Wu} and {Enhong Chen} and {Chuanren Liu} and {Xunpeng Huang} and {Zhenya Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/aaai/Zhang0LZC18,
title = {Joint Training for Neural Machine Translation Models with Monolingual Data.},
year = {2018},
booktitle = {AAAI},
author = {{Zhirui Zhang} and {Shujie Liu 001} and {Mu Li 001} and {Ming Zhou 001} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/cikm/YuZYWW0C18,
title = {Multiple Pairwise Ranking with Implicit Feedback.},
year = {2018},
booktitle = {CIKM},
author = {{Runlong Yu} and {Yunzhou Zhang} and {Yuyang Ye} and {Le Wu} and {Chao Wang 086} and {Qi Liu 003} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018}
}
@inproceedings{conf/conll/Zhang0L0C18,
title = {Bidirectional Generative Adversarial Networks for Neural Machine Translation.},
year = {2018},
booktitle = {CoNLL},
author = {{Zhirui Zhang} and {Shujie Liu 001} and {Mu Li 001} and {Ming Zhou 001} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018}
}
@inproceedings{conf/dasfaa/GuoXHC18,
title = {Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective.},
year = {2018},
booktitle = {DASFAA (1)},
author = {{Junliang Guo} and {Linli Xu} and {Xunpeng Huang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part I}
}
@inproceedings{conf/dasfaa/LinWDWCC18,
title = {Patent Quality Valuation with Deep Learning Models.},
year = {2018},
booktitle = {DASFAA (2)},
author = {{Hongjie Lin} and {Hao Wang 076} and {Dongfang Du} and {Han Wu 002} and {Biao Chang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/MuJZC18,
title = {EventSys: Tracking Event Evolution on Microblogging Platforms.},
year = {2018},
booktitle = {DASFAA (2)},
author = {{Lin Mu} and {Peiquan Jin} and {Lizhou Zheng} and {En-Hong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/ZhuLHCLSH18,
title = {MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment.},
year = {2018},
booktitle = {DASFAA (2)},
author = {{Tianyu Zhu} and {Qi Liu 003} and {Zhenya Huang} and {Enhong Chen} and {Defu Lian} and {Yu Su 002} and {Guoping Hu}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II}
}
@inproceedings{conf/ialp/WuHCW18,
title = {Improving Neural Machine Translation with Neural Sentence Rewriting.},
year = {2018},
booktitle = {IALP},
author = {{Tian Wu} and {Zhongjun He} and {Enhong Chen} and {Haifeng Wang 001}},
publisher = {IEEE},
booktitle = {2018 International Conference on Asian Language Processing, IALP 2018, Bandung, Indonesia, November 15-17, 2018}
}
@inproceedings{conf/icde/YangCZWPC18,
title = {Mining Density Contrast Subgraphs.},
year = {2018},
booktitle = {ICDE},
author = {{Yu Yang 001} and {Lingyang Chu} and {Yanyan Zhang} and {Zhefeng Wang} and {Jian Pei} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018}
}
@inproceedings{conf/icdm/RenXZZGC18,
title = {Tracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach.},
year = {2018},
booktitle = {ICDM},
author = {{Xiaoying Ren} and {Linli Xu} and {Tianxiang Zhao} and {Chen Zhu} and {Junliang Guo} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018}
}
@inproceedings{conf/icdm/WangC0XDSZ18,
title = {A United Approach to Learning Sparse Attributed Network Embedding.},
year = {2018},
booktitle = {ICDM},
author = {{Hao Wang 076} and {Enhong Chen} and {Qi Liu 003} and {Tong Xu 001} and {Dongfang Du} and {Wen Su} and {Xiaopeng Zhang}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018}
}
@inproceedings{conf/icdm/WangLQXWCX18,
title = {Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction.},
year = {2018},
booktitle = {ICDM},
author = {{Yanan Wang 004} and {Qi Liu 003} and {Chuan Qin 002} and {Tong Xu 001} and {Yijun Wang 002} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018}
}
@inproceedings{conf/icdm/ZhangLWCLWW18,
title = {Image-Enhanced Multi-level Sentence Representation Net for Natural Language Inference.},
year = {2018},
booktitle = {ICDM},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Le Wu} and {Enhong Chen} and {Qi Liu 003} and {Han Wu 002} and {Fangzhao Wu}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018}
}
@inproceedings{conf/icdm/ZhaoLwMC18,
title = {Zero-Shot Learning: An Energy Based Approach.},
year = {2018},
booktitle = {ICDM},
author = {{Tianxiang Zhao} and {Guiquan Liu} and {Le Wu} and {Chao Ma 022} and {Enhong Chen}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018}
}
@inproceedings{conf/icml/ChenXCY18,
title = {SADAGRAD: Strongly Adaptive Stochastic Gradient Methods.},
year = {2018},
booktitle = {ICML},
author = {{Zaiyi Chen} and {Yi Xu} and {Enhong Chen} and {Tianbao Yang}},
publisher = {PMLR},
booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018}
}
@inproceedings{conf/ijcai/WangZNM0C18,
title = {Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data.},
year = {2018},
booktitle = {IJCAI},
author = {{Yingzi Wang} and {Xiao Zhou} and {Anastasios Noulas} and {Cecilia Mascolo} and {Xing Xie 001} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden.}
}
@inproceedings{conf/isr2/MengCW18,
title = {A Method of Improving Performance of Measurement Accuracy for GNSS Receiver Under Dynamic Scenarios.},
year = {2018},
booktitle = {ISR},
author = {{Xianwei Meng} and {Enhong Chen} and {Shichen Wang}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Intelligence and Safety for Robotics, ISR 2018, Shenyang, China, August 24-27, 2018}
}
@inproceedings{conf/kdd/LiZLHMC18,
title = {Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors.},
year = {2018},
booktitle = {KDD},
author = {{Zhi Li} and {Hongke Zhao} and {Qi Liu 003} and {Zhenya Huang} and {Tao Mei 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@inproceedings{conf/kdd/LiuHHLCSH18,
title = {Finding Similar Exercises in Online Education Systems.},
year = {2018},
booktitle = {KDD},
author = {{Qi Liu 003} and {Zai Huang} and {Zhenya Huang} and {Chuanren Liu} and {Enhong Chen} and {Yu Su 002} and {Guoping Hu}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@inproceedings{conf/kdd/YinHCLZXH18,
title = {Transcribing Content from Structural Images with Spotlight Mechanism.},
year = {2018},
booktitle = {KDD},
author = {{Yu Yin} and {Zhenya Huang} and {Enhong Chen} and {Qi Liu 003} and {Fuzheng Zhang} and {Xing Xie 001} and {Guoping Hu}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@inproceedings{conf/kdd/ZhuLYQLZZWXC18,
title = {XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music.},
year = {2018},
booktitle = {KDD},
author = {{Hongyuan Zhu} and {Qi Liu 003} and {Nicholas Jing Yuan} and {Chuan Qin 002} and {Jiawei Li} and {Kun Zhang 015} and {Guang Zhou} and {Furu Wei} and {Yuanchun Xu} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@inproceedings{conf/ksem/HeCLGCLLL18,
title = {Understand and Assess People's Procrastination by Mining Computer Usage Log.},
year = {2018},
booktitle = {KSEM (1)},
author = {{Ming He} and {Yan Chen} and {Qi Liu 003} and {Yong Ge} and {Enhong Chen} and {Guiquan Liu} and {Lichao Liu} and {Xin Li 064}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management - 11th International Conference, KSEM 2018, Changchun, China, August 17-19, 2018, Proceedings, Part I}
}
@inproceedings{conf/nips/LuoTQCL18,
title = {Neural Architecture Optimization.},
year = {2018},
booktitle = {NeurIPS},
author = {{Renqian Luo} and {Fei Tian} and {Tao Qin 001} and {Enhong Chen} and {Tie-Yan Liu}},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada.}
}
@inproceedings{conf/nlpcc/Zhang0LZC18,
title = {Coarse-To-Fine Learning for Neural Machine Translation.},
year = {2018},
booktitle = {NLPCC (1)},
author = {{Zhirui Zhang} and {Shujie Liu 001} and {Mu Li 001} and {Ming Zhou 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Natural Language Processing and Chinese Computing - 7th CCF International Conference, NLPCC 2018, Hohhot, China, August 26-30, 2018, Proceedings, Part I}
}
@inproceedings{conf/nsdi/LuCLTXCZCM18,
title = {Multi-Path Transport for RDMA in Datacenters.},
year = {2018},
booktitle = {NSDI},
author = {{Yuanwei Lu} and {Guo Chen 001} and {Bojie Li} and {Kun Tan} and {Yongqiang Xiong} and {Peng Cheng 005} and {Jiansong Zhang} and {Enhong Chen} and {Thomas Moscibroda}},
publisher = {USENIX Association},
booktitle = {15th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2018, Renton, WA, USA, April 9-11, 2018}
}
@inproceedings{conf/sdm/JinXZCWL18,
title = {Maximizing the Effect of Information Adoption: A General Framework.},
year = {2018},
booktitle = {SDM},
author = {{Tianyuan Jin} and {Tong Xu 001} and {Hui Zhong} and {Enhong Chen} and {Zhefeng Wang} and {Qi Liu 003}},
publisher = {SIAM},
booktitle = {Proceedings of the 2018 SIAM International Conference on Data Mining, SDM 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, USA.}
}
@inproceedings{conf/sigir/QinZXZJCX18,
title = {Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.},
year = {2018},
booktitle = {SIGIR},
author = {{Chuan Qin 002} and {Hengshu Zhu} and {Tong Xu 001} and {Chen Zhu} and {Liang Jiang} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018}
}
@inproceedings{conf/smc/ZhangLWXCC18,
title = {Facial Expression Recognition via Broad Learning System.},
year = {2018},
booktitle = {SMC},
author = {{Tong Zhang 015} and {Zhulin Liu} and {Xuehan Wang} and {Xiao-Fen Xing} and {C. L. Philip Chen} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Miyazaki, Japan, October 7-10, 2018}
}
@inproceedings{conf/www/MuJZCY18,
title = {Lifecycle-Based Event Detection from Microblogs.},
year = {2018},
booktitle = {WWW (Companion Volume)},
author = {{Lin Mu} and {Peiquan Jin} and {Lizhou Zheng} and {En-Hong Chen} and {Lihua Yue}},
publisher = {ACM},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018}
}
@article{journals/access/YangLKWC18,
title = {Security Control Redundancy Allocation Technology and Security Keys Based on Internet of Things.},
year = {2018},
journal = {IEEE Access},
author = {{Ai-Min Yang} and {Yifan Li} and {Fanbei Kong} and {Guoqing Wang} and {Enhong Chen}}
}
@article{journals/corr/abs-1802-03984,
title = {SPINE: Structural Identity Preserved Inductive Network Embedding.},
year = {2018},
journal = {CoRR},
author = {{Junliang Guo} and {Linli Xu} and {Enhong Chen}}
}
@article{journals/corr/abs-1803-01499,
title = {Tracking Top-K Influential Vertices in Dynamic Networks.},
year = {2018},
journal = {CoRR},
author = {{Yu Yang 001} and {Zhefeng Wang} and {Tianyuan Jin} and {Jian Pei} and {Enhong Chen}}
}
@article{journals/corr/abs-1806-00723,
title = {Explainable Social Contextual Image Recommendation with Hierarchical Attention.},
year = {2018},
journal = {CoRR},
author = {{Le Wu} and {Yong Ge} and {Qi Liu 003} and {Enhong Chen} and {Richang Hong} and {Meng Wang 001} and {Junping Du}}
}
@article{journals/corr/abs-1808-04064,
title = {Regularizing Neural Machine Translation by Target-bidirectional Agreement.},
year = {2018},
journal = {CoRR},
author = {{Zhirui Zhang} and {Shuangzhi Wu} and {Shujie Liu 001} and {Mu Li 001} and {Ming Zhou 001} and {Enhong Chen}}
}
@article{journals/corr/abs-1808-07894,
title = {Style Transfer as Unsupervised Machine Translation.},
year = {2018},
journal = {CoRR},
author = {{Zhirui Zhang} and {Shuo Ren} and {Shujie Liu 001} and {Jianyong Wang} and {Peng Chen 029} and {Mu Li 001} and {Ming Zhou 001} and {Enhong Chen}}
}
@article{journals/el/WuZXZXC18,
title = {An approach for the protection of users' book browsing preference privacy in a digital library.},
year = {2018},
journal = {Electron. Libr.},
author = {{Zongda Wu} and {Chengren Zheng} and {Jian Xiejian} and {Zhifeng Zhou} and {Guandong Xu} and {Enhong Chen}}
}
@article{journals/ijautcomp/ChangXLC18,
title = {Study on Information Diffusion Analysis in Social Networks and Its Applications.},
year = {2018},
journal = {Int. J. Autom. Comput.},
author = {{Biao Chang} and {Tong Xu 001} and {Qi Liu 003} and {En-Hong Chen}}
}
@article{journals/isci/ZhangZLXCH18,
title = {Finding potential lenders in P2P lending: A Hybrid Random Walk Approach.},
year = {2018},
journal = {Inf. Sci.},
author = {{Hefu Zhang} and {Hongke Zhao} and {Qi Liu 003} and {Tong Xu 001} and {Enhong Chen} and {Xunpeng Huang}}
}
@article{journals/jcst/LiuZWLC18,
title = {Illuminating Recommendation by Understanding the Explicit Item Relations.},
year = {2018},
journal = {J. Comput. Sci. Technol.},
author = {{Qi Liu 003} and {Hongke Zhao} and {Le Wu} and {Zhi Li} and {En-Hong Chen}}
}
@article{journals/scheduling/WuLWHC18,
title = {Speed scaling problems with memory/cache consideration.},
year = {2018},
journal = {J. Sched.},
author = {{Weiwei Wu 001} and {Minming Li} and {Kai Wang 018} and {He Huang 001} and {Enhong Chen}}
}
@article{journals/tist/LiuWCXSCH18,
title = {Fuzzy Cognitive Diagnosis for Modelling Examinee Performance.},
year = {2018},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Qi Liu 003} and {Run-ze Wu} and {Enhong Chen} and {Guandong Xu} and {Yu Su 002} and {Zhigang Chen 003} and {Guoping Hu}}
}
@article{journals/tkde/WuLHCGXW18,
title = {Product Adoption Rate Prediction in a Competitive Market.},
year = {2018},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Le Wu} and {Qi Liu 003} and {Richang Hong} and {Enhong Chen} and {Yong Ge} and {Xing Xie 001} and {Meng Wang 001}}
}
@article{journals/tmc/ZhangLLLZC18,
title = {Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis.},
year = {2018},
journal = {IEEE Trans. Mob. Comput.},
author = {{Li Lyna Zhang} and {Chieh-Jan Mike Liang} and {Zhao Lucis Li} and {Yunxin Liu} and {Feng Zhao 001} and {Enhong Chen}}
}
@article{journals/tois/LianZGCCX18,
title = {GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.},
year = {2018},
journal = {ACM Trans. Inf. Syst.},
author = {{Defu Lian} and {Kai Zheng 001} and {Yong Ge} and {Longbing Cao} and {Enhong Chen} and {Xing Xie 001}}
}
@article{journals/tsc/WuLLXC18,
title = {Covering the Sensitive Subjects to Protect Personal Privacy in Personalized Recommendation.},
year = {2018},
journal = {IEEE Trans. Serv. Comput.},
author = {{Zongda Wu} and {Guiling Li} and {Qi Liu 003} and {Guandong Xu} and {Enhong Chen}}
}
@article{journals/tsmc/ZhaoLZGCZD18,
title = {A Sequential Approach to Market State Modeling and Analysis in Online P2P Lending.},
year = {2018},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Hongke Zhao} and {Qi Liu 003} and {Hengshu Zhu} and {Yong Ge} and {Enhong Chen} and {Yan Zhu 010} and {Junping Du}}
}
@article{journals/tweb/HeGCLW18,
title = {Exploring the Emerging Type of Comment for Online Videos: DanMu.},
year = {2018},
journal = {ACM Trans. Web},
author = {{Ming He} and {Yong Ge} and {Enhong Chen} and {Qi Liu 003} and {Xuesong Wang 001}}
}
@article{journals/www/WuXLCJL18,
title = {An effective approach for the protection of privacy text data in the CloudDB.},
year = {2018},
journal = {World Wide Web},
author = {{Zongda Wu} and {Guandong Xu} and {Chenglang Lu} and {Enhong Chen} and {Fang Jiang} and {Guiling Li}}
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title = {Influence Maximization Model.},
year = {2018},
booktitle = {Encyclopedia of Social Network Analysis and Mining. 2nd Ed.},
author = {{Qi Liu 003} and {Zhefeng Wang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition}
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author = {{Binbin Jin} and {Hongke Zhao} and {Enhong Chen} and {Qi Liu 003} and {Yong Ge}},
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booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
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title = {DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching.},
year = {2019},
booktitle = {AAAI},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Linyuan Wang} and {Le Wu} and {Enhong Chen} and {Fangzhao Wu} and {Xing Xie 001}},
publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
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title = {Interactive Attention Transfer Network for Cross-Domain Sentiment Classification.},
year = {2019},
booktitle = {AAAI},
author = {{Kai Zhang 038} and {Hefu Zhang} and {Qi Liu 003} and {Hongke Zhao} and {Hengshu Zhu} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
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title = {Budgeted Policy Learning for Task-Oriented Dialogue Systems.},
year = {2019},
booktitle = {ACL (1)},
author = {{Zhirui Zhang} and {Xiujun Li} and {Jianfeng Gao} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}
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@inproceedings{conf/cikm/0001WJPC19,
title = {Tracking Top-k Influential Users with Relative Errors.},
year = {2019},
booktitle = {CIKM},
author = {{Yu Yang 001} and {Zhefeng Wang} and {Tianyuan Jin} and {Jian Pei} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.}
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title = {DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis.},
year = {2019},
booktitle = {CIKM},
author = {{Song Cheng} and {Qi Liu 003} and {Enhong Chen} and {Zai Huang} and {Zhenya Huang} and {Yiying Chen} and {Haiping Ma} and {Guoping Hu}},
publisher = {ACM},
booktitle = {Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.}
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title = {Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach.},
year = {2019},
booktitle = {CIKM},
author = {{Wei Huang} and {Enhong Chen} and {Qi Liu 003} and {Yuying Chen} and {Zai Huang} and {Yang Liu} and {Zhou Zhao} and {Dan Zhang} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.}
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title = {Exploring Multi-Objective Exercise Recommendations in Online Education Systems.},
year = {2019},
booktitle = {CIKM},
author = {{Zhenya Huang} and {Qi Liu 003} and {Chengxiang Zhai} and {Yu Yin} and {Enhong Chen} and {Weibo Gao} and {Guoping Hu}},
publisher = {ACM},
booktitle = {Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.}
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title = {Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains.},
year = {2019},
booktitle = {DASFAA (1)},
author = {{Guangyi Lv} and {Shuai Wang 020} and {Bing Liu 001} and {Enhong Chen} and {Kun Zhang 015}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part I}
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title = {Alpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering.},
year = {2019},
booktitle = {ICDM},
author = {{Mingyue Cheng} and {Runlong Yu} and {Qi Liu 003} and {Vincent W. Zheng} and {Hongke Zhao} and {Hefu Zhang} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019}
}
@inproceedings{conf/icdm/HuangLWHMC0W19,
title = {Constructing Educational Concept Maps with Multiple Relationships from Multi-Source Data.},
year = {2019},
booktitle = {ICDM},
author = {{Xiaoqing Huang} and {Qi Liu 003} and {Chao Wang 086} and {Haoyu Han} and {Jianhui Ma} and {Enhong Chen} and {Yu Su 002} and {Shijin Wang 001}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019}
}
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title = {Deep Technology Tracing for High-Tech Companies.},
year = {2019},
booktitle = {ICDM},
author = {{Han Wu 002} and {Kun Zhang 015} and {Guangyi Lv} and {Qi Liu 003} and {Runlong Yu} and {Weihao Zhao} and {Enhong Chen} and {Jianhui Ma}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019}
}
@inproceedings{conf/icdm/ZhangXZZXCL19,
title = {Aftershock Detection with Multi-scale Description Based Neural Network.},
year = {2019},
booktitle = {ICDM},
author = {{Qi Zhang 053} and {Tong Xu 001} and {Hengshu Zhu} and {Lifu Zhang} and {Hui Xiong 001} and {Enhong Chen} and {Qi Liu 003}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019}
}
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title = {Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions.},
year = {2019},
booktitle = {ICLR (Poster)},
author = {{Zaiyi Chen} and {Zhuoning Yuan} and {Jinfeng Yi} and {Bowen Zhou} and {Enhong Chen} and {Tianbao Yang}},
publisher = {OpenReview.net},
booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019}
}
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title = {Co-Attentive Multi-Task Learning for Explainable Recommendation.},
year = {2019},
booktitle = {IJCAI},
author = {{Zhongxia Chen} and {Xiting Wang} and {Xing Xie 001} and {Tong Wu} and {Guoqing Bu} and {Yining Wang} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
}
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title = {Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach.},
year = {2019},
booktitle = {IJCAI},
author = {{Min Hou} and {Le Wu} and {Enhong Chen} and {Zhi Li} and {Vincent W. Zheng} and {Qi Liu 003}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
}
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title = {Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference.},
year = {2019},
booktitle = {IJCAI},
author = {{Yongji Wu} and {Defu Lian} and {Shuowei Jin} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
}
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title = {Trend-Aware Tensor Factorization for Job Skill Demand Analysis.},
year = {2019},
booktitle = {IJCAI},
author = {{Xunxian Wu} and {Tong Xu 001} and {Hengshu Zhu} and {Le Zhang 010} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
}
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title = {Exploiting Cognitive Structure for Adaptive Learning.},
year = {2019},
booktitle = {KDD},
author = {{Qi Liu 003} and {Shiwei Tong} and {Chuanren Liu} and {Hongke Zhao} and {Enhong Chen} and {Haiping Ma} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019.}
}
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title = {MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network.},
year = {2019},
booktitle = {KDD},
author = {{Hao Wang 076} and {Tong Xu 001} and {Qi Liu 003} and {Defu Lian} and {Enhong Chen} and {Dongfang Du} and {Han Wu 002} and {Wen Su}},
publisher = {ACM},
booktitle = {Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019.}
}
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title = {QuesNet: A Unified Representation for Heterogeneous Test Questions.},
year = {2019},
booktitle = {KDD},
author = {{Yu Yin} and {Qi Liu 003} and {Zhenya Huang} and {Enhong Chen} and {Wei Tong} and {Shijin Wang 001} and {Yu Su 002}},
publisher = {ACM},
booktitle = {Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019.}
}
@inproceedings{conf/nips/JinSXC19,
title = {Efficient Pure Exploration in Adaptive Round model.},
year = {2019},
booktitle = {NeurIPS},
author = {{Tianyuan Jin} and {Jieming Shi} and {Xiaokui Xiao} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada.}
}
@inproceedings{conf/nlpcc/ChenS0NWZC19,
title = {Neural Response Generation with Relevant Emotions for Short Text Conversation.},
year = {2019},
booktitle = {NLPCC (1)},
author = {{Zhongxia Chen} and {Ruihua Song} and {Xing Xie 001} and {Jian-Yun Nie} and {Xiting Wang} and {Fuzheng Zhang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Natural Language Processing and Chinese Computing - 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9-14, 2019, Proceedings, Part I}
}
@inproceedings{conf/pakdd/LvXLCHAC19,
title = {Gossiping the Videos: An Embedding-Based Generative Adversarial Framework for Time-Sync Comments Generation.},
year = {2019},
booktitle = {PAKDD (3)},
author = {{Guangyi Lv} and {Tong Xu 001} and {Qi Liu 003} and {Enhong Chen} and {Weidong He} and {Mingxiao An} and {Zhongming Chen}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III}
}
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title = {Context-Aware Dual-Attention Network for Natural Language Inference.},
year = {2019},
booktitle = {PAKDD (3)},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Enhong Chen} and {Le Wu} and {Qi Liu 003} and {C. L. Philip Chen}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III}
}
@inproceedings{conf/www/ZhangZXZQXC19,
title = {Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model?},
year = {2019},
booktitle = {WWW},
author = {{Le Zhang 010} and {Hengshu Zhu} and {Tong Xu 001} and {Chen Zhu} and {Chuan Qin 002} and {Hui Xiong 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019}
}
@article{journals/access/MengFLZYHC19,
title = {Multi-Feature Fusion: A Driver-Car Matching Model Based on Curve Comparison.},
year = {2019},
journal = {IEEE Access},
author = {{Xianwei Meng} and {Hao Fu} and {Guiquan Liu} and {Lei Zhang 060} and {Yang Yu} and {Weiyi Hu} and {Enhong Chen}}
}
@article{journals/corr/abs-1906-00156,
title = {Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems.},
year = {2019},
journal = {CoRR},
author = {{Binbin Jin} and {Enhong Chen} and {Hongke Zhao} and {Zhenya Huang} and {Qi Liu 003} and {Hengshu Zhu} and {Shui Yu}}
}
@article{journals/corr/abs-1906-04287,
title = {Chinese Embedding via Stroke and Glyph Information: A Dual-channel View.},
year = {2019},
journal = {CoRR},
author = {{Hanqing Tao} and {Shiwei Tong} and {Tong Xu 001} and {Qi Liu 003} and {Enhong Chen}}
}
@article{journals/corr/abs-1908-08733,
title = {Interpretable Cognitive Diagnosis with Neural Network for Intelligent Educational Systems.},
year = {2019},
journal = {CoRR},
author = {{Fei Wang} and {Qi Liu 003} and {Enhong Chen} and {Zhenya Huang}}
}
@article{journals/corr/abs-1908-10577,
title = {STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control.},
year = {2019},
journal = {CoRR},
author = {{Yanan Wang 004} and {Tong Xu 001} and {Xin Niu} and {Chang Tan} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/corr/abs-1909-10815,
title = {Understanding and Improving One-shot Neural Architecture Optimization.},
year = {2019},
journal = {CoRR},
author = {{Renqian Luo} and {Tao Qin 001} and {Enhong Chen}}
}
@article{journals/corr/abs-1910-12283,
title = {Long-term Joint Scheduling for Urban Traffic.},
year = {2019},
journal = {CoRR},
author = {{Xianfeng Liang} and {Likang Wu} and {Joya Chen} and {Yang Liu} and {Runlong Yu} and {Min Hou} and {Han Wu 002} and {Yuyang Ye} and {Qi Liu 003} and {Enhong Chen}}
}
@article{journals/corr/abs-1911-09275,
title = {Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest.},
year = {2019},
journal = {CoRR},
author = {{Dazhong Shen} and {Qi Zhang 053} and {Tong Xu 001} and {Hengshu Zhu} and {Wenjia Zhao} and {Zikai Yin} and {Peilun Zhou} and {Lihua Fang} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/corr/abs-1912-12844,
title = {Variance Reduced Local SGD with Lower Communication Complexity.},
year = {2019},
journal = {CoRR},
author = {{Xianfeng Liang} and {Shuheng Shen} and {Jingchang Liu} and {Zhen Pan} and {Enhong Chen} and {Yifei Cheng}}
}
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title = {A Structure-Enriched Neural Network for network embedding.},
year = {2019},
journal = {Expert Syst. Appl.},
author = {{Lisheng Qiao} and {Hongke Zhao} and {Xiaohui Huang} and {Kai Li} and {Enhong Chen}}
}
@article{journals/fcsc/LiLWLCQ19,
title = {Understanding the mechanism of social tie in the propagation process of social network with communication channel.},
year = {2019},
journal = {Frontiers Comput. Sci.},
author = {{Kai Li} and {Guangyi Lv} and {Zhefeng Wang} and {Qi Liu 003} and {Enhong Chen} and {Lisheng Qiao}}
}
@article{journals/mta/ChenJALC19,
title = {Novel multi-convolutional neural network fusion approach for smile recognition.},
year = {2019},
journal = {Multim. Tools Appl.},
author = {{Jiongwei Chen} and {Yi Jin 002} and {Muhammad Waqar Akram} and {Kuan Li} and {Enhong Chen}}
}
@article{journals/pvldb/ChuWPZYC19,
title = {Finding Theme Communities from Database Networks.},
year = {2019},
journal = {Proc. VLDB Endow.},
author = {{Lingyang Chu} and {Zhefeng Wang} and {Jian Pei} and {Yanyan Zhang} and {Yu Yang 001} and {Enhong Chen}}
}
@article{journals/taslp/GaoDC19,
title = {Mixed-Bandwidth Cross-Channel Speech Recognition via Joint Optimization of DNN-Based Bandwidth Expansion and Acoustic Modeling.},
year = {2019},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Jianqing Gao} and {Jun Du} and {Enhong Chen}}
}
@article{journals/taslp/WangXZBQCL19,
title = {Semi-Supervised Neural Machine Translation via Marginal Distribution Estimation.},
year = {2019},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Yijun Wang 002} and {Yingce Xia} and {Li Zhao 007} and {Jiang Bian 002} and {Tao Qin 001} and {Enhong Chen} and {Tie-Yan Liu}}
}
@article{journals/tkde/WangLCLC19,
title = {Dual Hypergraph Regularized PCA for Biclustering of Tumor Gene Expression Data.},
year = {2019},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Xuesong Wang 001} and {Jian Liu} and {Yuhu Cheng} and {Aiping Liu} and {Enhong Chen}}
}
@article{journals/tkde/XuZZLXC19,
title = {Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation.},
year = {2019},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Tong Xu 001} and {Hengshu Zhu} and {Hao Zhong 002} and {Guannan Liu} and {Hui Xiong 001} and {Enhong Chen}}
}
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title = {Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation.},
year = {2020},
booktitle = {AAAI},
author = {{Junliang Guo} and {Xu Tan 003} and {Linli Xu} and {Tao Qin 001} and {Enhong Chen} and {Tie-Yan Liu}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
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title = {A Variational Point Process Model for Social Event Sequences.},
year = {2020},
booktitle = {AAAI},
author = {{Zhen Pan} and {Zhenya Huang} and {Defu Lian} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
}
@inproceedings{conf/aaai/WangLCHCYHW20,
title = {Neural Cognitive Diagnosis for Intelligent Education Systems.},
year = {2020},
booktitle = {AAAI},
author = {{Fei Wang} and {Qi Liu 003} and {Enhong Chen} and {Zhenya Huang} and {Yuying Chen} and {Yu Yin} and {Zai Huang} and {Shijin Wang 001}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
}
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title = {Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection.},
year = {2020},
booktitle = {AAAI},
author = {{Yongji Wu} and {Defu Lian} and {Yiheng Xu} and {Le Wu} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
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@inproceedings{conf/aaai/WuLZPLC20,
title = {Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model.},
year = {2020},
booktitle = {AAAI},
author = {{Likang Wu} and {Zhi Li} and {Hongke Zhao} and {Zhen Pan} and {Qi Liu 003} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
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@inproceedings{conf/acl/GuoXC20,
title = {Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation.},
year = {2020},
booktitle = {ACL},
author = {{Junliang Guo} and {Linli Xu} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020}
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title = {Predicting Human Mobility with Self-attention and Feature Interaction.},
year = {2020},
booktitle = {APWeb/WAIM (2)},
author = {{Jingang Jiang 002} and {Shuo Tao} and {Defu Lian} and {Zhenya Huang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Web and Big Data - 4th International Joint Conference, APWeb-WAIM 2020, Tianjin, China, September 18-20, 2020, Proceedings, Part II}
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@inproceedings{conf/apweb/WangXWCZFLC20,
title = {Author Contributed Representation for Scholarly Network.},
year = {2020},
booktitle = {APWeb/WAIM (1)},
author = {{Binglei Wang} and {Tong Xu 001} and {Hao Wang 076} and {Yanmin Chen} and {Le Zhang 010} and {Lintao Fang} and {Guiquan Liu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Web and Big Data - 4th International Joint Conference, APWeb-WAIM 2020, Tianjin, China, September 18-20, 2020, Proceedings, Part I}
}
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title = {Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing.},
year = {2020},
booktitle = {ICDM},
author = {{Haoyang Bi} and {Haiping Ma} and {Zhenya Huang} and {Yu Yin} and {Qi Liu 003} and {Enhong Chen} and {Yu Su 002} and {Shijin Wang 001}},
publisher = {IEEE},
booktitle = {20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020}
}
@inproceedings{conf/icdm/HanZHZWC0ML20,
title = {STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation.},
year = {2020},
booktitle = {ICDM},
author = {{Haoyu Han} and {Mengdi Zhang} and {Min Hou} and {Fuzheng Zhang} and {Zhongyuan Wang 006} and {Enhong Chen} and {Hongwei Wang 004} and {Jianhui Ma} and {Qi Liu 003}},
publisher = {IEEE},
booktitle = {20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020}
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title = {Technical Phrase Extraction for Patent Mining: A Multi-level Approach.},
year = {2020},
booktitle = {ICDM},
author = {{Ye Liu 011} and {Han Wu 002} and {Zhenya Huang} and {Hao Wang 076} and {Jianhui Ma} and {Qi Liu 003} and {Enhong Chen} and {Hanqing Tao} and {Ke Rui}},
publisher = {IEEE},
booktitle = {20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020}
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title = {Structure-based Knowledge Tracing: An Influence Propagation View.},
year = {2020},
booktitle = {ICDM},
author = {{Shiwei Tong} and {Qi Liu 003} and {Wei Huang} and {Zhenya Huang} and {Enhong Chen} and {Chuanren Liu} and {Haiping Ma} and {Shijin Wang 001}},
publisher = {IEEE},
booktitle = {20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020}
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@inproceedings{conf/icdm/TongTHHMLC20,
title = {Exploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems.},
year = {2020},
booktitle = {ICDM},
author = {{Wei Tong} and {Shiwei Tong} and {Wei Huang} and {Liyang He} and {Jianhui Ma} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020}
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@inproceedings{conf/icmcs/RuanZWTHLC20,
title = {Context-Aware Generation-Based Net For Multi-Label Visual Emotion Recognition.},
year = {2020},
booktitle = {ICME},
author = {{Shulan Ruan} and {Kun Zhang 015} and {Yijun Wang 002} and {Hanqing Tao} and {Weidong He} and {Guangyi Lv} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Multimedia and Expo, ICME 2020, London, UK, July 6-10, 2020}
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@inproceedings{conf/ijcai/ChenW0PSAC20,
title = {Towards Explainable Conversational Recommendation.},
year = {2020},
booktitle = {IJCAI},
author = {{Zhongxia Chen} and {Xiting Wang} and {Xing Xie 001} and {Mehul Parsana} and {Akshay Soni} and {Xiang Ao 001} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020}
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title = {Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network.},
year = {2020},
booktitle = {KDD},
author = {{Le Dai} and {Yu Yin} and {Chuan Qin 002} and {Tong Xu 001} and {Xiangnan He 001} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}
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title = {ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction.},
year = {2020},
booktitle = {KDD},
author = {{Zhongkai Hao} and {Chengqiang Lu} and {Zhenya Huang} and {Hao Wang 076} and {Zheyuan Hu} and {Qi Liu 003} and {Enhong Chen} and {Cheekong Lee}},
publisher = {ACM},
booktitle = {KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}
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@inproceedings{conf/kdd/LianWG0C20,
title = {Geography-Aware Sequential Location Recommendation.},
year = {2020},
booktitle = {KDD},
author = {{Defu Lian} and {Yongji Wu} and {Yong Ge} and {Xing Xie 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}
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year = {2020},
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publisher = {Springer},
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year = {2020},
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year = {2020},
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publisher = {ACM},
booktitle = {MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020}
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title = {Exploiting Self-Supervised and Semi-Supervised Learning for Facial Landmark Tracking with Unlabeled Data.},
year = {2020},
booktitle = {ACM Multimedia},
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publisher = {ACM},
booktitle = {MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020}
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year = {2020},
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publisher = {ACM},
booktitle = {MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020}
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year = {2020},
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booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual.}
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year = {2020},
booktitle = {NeurIPS},
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booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual.}
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booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual.}
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title = {Neural Mathematical Solver with Enhanced Formula Structure.},
year = {2020},
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author = {{Zhenya Huang} and {Qi Liu 003} and {Weibo Gao} and {Jinze Wu} and {Yu Yin} and {Hao Wang 076} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020}
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title = {Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.},
year = {2020},
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publisher = {ACM},
booktitle = {Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020}
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title = {Personalized Ranking with Importance Sampling.},
year = {2020},
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publisher = {ACM / IW3C2},
booktitle = {WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020}
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publisher = {ACM / IW3C2},
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publisher = {ACM / IW3C2},
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year = {2020},
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title = {Combining contextual neural networks for time series classification.},
year = {2020},
journal = {Neurocomputing},
author = {{Amadu Fullah Kamara} and {Enhong Chen} and {Qi Liu 003} and {Zhen Pan}}
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title = {A hybrid neural network for predicting Days on Market a measure of liquidity in real estate industry.},
year = {2020},
journal = {Knowl. Based Syst.},
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title = {A dummy-based user privacy protection approach for text information retrieval.},
year = {2020},
journal = {Knowl. Based Syst.},
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title = {Product Supply Optimization for Crowdfunding Campaigns.},
year = {2020},
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title = {Pop Music Generation: From Melody to Multi-style Arrangement.},
year = {2020},
journal = {ACM Trans. Knowl. Discov. Data},
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title = {Voice of Charity: Prospecting the Donation Recurrence & Donor Retention in Crowdfunding.},
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title = {Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks.},
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title = {Character-Oriented Video Summarization With Visual and Textual Cues.},
year = {2020},
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title = {Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students.},
year = {2020},
journal = {ACM Trans. Inf. Syst.},
author = {{Zhenya Huang} and {Qi Liu 003} and {Yuying Chen} and {Le Wu} and {Keli Xiao} and {Enhong Chen} and {Haiping Ma} and {Guoping Hu}}
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title = {An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment.},
year = {2020},
journal = {ACM Trans. Inf. Syst.},
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title = {Maximum a Posteriori Estimation for Information Source Detection.},
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title = {Matching of social events and users: a two-way selection perspective.},
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title = {Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer.},
year = {2021},
booktitle = {AAAI},
author = {{Zhi Li} and {Zhefeng Wang} and {Zhicheng Wei} and {Xiangguang Zhou} and {Yijun Wang 002} and {Baoxing Huai} and {Qi Liu 003} and {Nicholas Jing Yuan} and {Renbin Gong} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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title = {HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem.},
year = {2021},
booktitle = {AAAI},
author = {{Xin Lin} and {Zhenya Huang} and {Hongke Zhao} and {Enhong Chen} and {Qi Liu 003} and {Hao Wang 076} and {Shijin Wang 001}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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title = {Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification.},
year = {2021},
booktitle = {AAAI},
author = {{Hanqing Tao} and {Shiwei Tong} and {Kun Zhang 015} and {Tong Xu 001} and {Qi Liu 003} and {Enhong Chen} and {Min Hou}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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title = {Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty.},
year = {2021},
booktitle = {AAAI},
author = {{Guifeng Wang} and {Longbing Cao} and {Hongke Zhao} and {Qi Liu 003} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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title = {Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching.},
year = {2021},
booktitle = {AAAI},
author = {{Kun Zhang 015} and {Le Wu} and {Guangyi Lv} and {Meng Wang 001} and {Enhong Chen} and {Shulan Ruan}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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year = {2021},
booktitle = {CCIS},
author = {{Yuting Ning} and {Ye Liu 011} and {Zhenya Huang} and {Haoyang Bi} and {Qi Liu 003} and {Enhong Chen} and {Dan Zhang}},
publisher = {IEEE},
booktitle = {7th IEEE International Conference on Cloud Computing and Intelligent Systems, CCIS 2021, Xi'an, China, November 7-8, 2021}
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title = {Exploiting Visual Context and Multi-grained Semantics for Social Text Emotion Recognition.},
year = {2021},
booktitle = {CICAI},
author = {{Wei Cao} and {Kun Zhang 015} and {Hanqing Tao} and {Weidong He} and {Qi Liu 003} and {Enhong Chen} and {Jianhui Ma}},
publisher = {Springer},
booktitle = {Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part I}
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title = {DGA-Net: Dynamic Gaussian Attention Network for Sentence Semantic Matching.},
year = {2021},
booktitle = {CICAI (2)},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Meng Wang 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part II}
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title = {Knowledge Powered Cooperative Semantic Fusion for Patent Classification.},
year = {2021},
booktitle = {CICAI},
author = {{Zhe Zhang} and {Tong Xu 001} and {Le Zhang 010} and {Yichao Du} and {Hui Xiong 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part I}
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title = {Stock Trend Prediction with Multi-granularity Data: A Contrastive Learning Approach with Adaptive Fusion.},
year = {2021},
booktitle = {CIKM},
author = {{Min Hou} and {Chang Xu 008} and {Yang Liu} and {Weiqing Liu} and {Jiang Bian 002} and {Le Wu} and {Zhi Li} and {Enhong Chen} and {Tie-Yan Liu}},
publisher = {ACM},
booktitle = {CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}
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title = {SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation.},
year = {2021},
booktitle = {CIKM},
author = {{Kai Zhang 038} and {Hao Qian} and {Qi Liu 003} and {Zhiqiang Zhang 012} and {Jun Zhou 011} and {Jianhui Ma} and {Enhong Chen}},
publisher = {ACM},
booktitle = {CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}
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title = {Inheritance-Guided Hierarchical Assignment for Clinical Automatic Diagnosis.},
year = {2021},
booktitle = {DASFAA (3)},
author = {{Yichao Du} and {Pengfei Luo} and {Xudong Hong} and {Tong Xu 001} and {Zhe Zhang} and {Chao Ren} and {Yi Zheng} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part III}
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title = {Unpaired Multimodal Neural Machine Translation via Reinforcement Learning.},
year = {2021},
booktitle = {DASFAA (2)},
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publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II}
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title = {Learning the Implicit Semantic Representation on Graph-Structured Data.},
year = {2021},
booktitle = {DASFAA (1)},
author = {{Likang Wu} and {Zhi Li} and {Hongke Zhao} and {Qi Liu 003} and {Jun Wang 120} and {Mengdi Zhang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part I}
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title = {Cross Attention Augmented Transducer Networks for Simultaneous Translation.},
year = {2021},
booktitle = {EMNLP (1)},
author = {{Dan Liu 008} and {Mengge Du} and {Xiaoxi Li} and {Ya Li} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021}
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title = {Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search.},
year = {2021},
booktitle = {ICASSP},
author = {{Renqian Luo} and {Xu Tan 003} and {Rui Wang 028} and {Tao Qin 001} and {Jinzhu Li} and {Sheng Zhao} and {Enhong Chen} and {Tie-Yan Liu}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021}
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title = {Consistency-aware Multi-modal Network for Hierarchical Multi-label Classification in Online Education System.},
year = {2021},
booktitle = {ICBK},
author = {{Siqi Lei} and {Wei Huang} and {Shiwei Tong} and {Qi Liu 003} and {Zhenya Huang} and {Enhong Chen} and {Yu Su 002}},
publisher = {IEEE},
booktitle = {2021 IEEE International Conference on Big Knowledge, ICBK 2021, Auckland, New Zealand, December 7-8, 2021}
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title = {DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis.},
year = {2021},
booktitle = {ICCV},
author = {{Shulan Ruan} and {Yong Zhang 034} and {Kun Zhang 015} and {Yanbo Fan} and {Fan Tang} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021}
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title = {Learning Transferable User Representations with Sequential Behaviors via Contrastive Pre-training.},
year = {2021},
booktitle = {ICDM},
author = {{Mingyue Cheng} and {Fajie Yuan} and {Qi Liu 003} and {Xin Xin 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021}
}
@inproceedings{conf/icdm/HuangHTHLCMW021,
title = {STAN: Adversarial Network for Cross-domain Question Difficulty Prediction.},
year = {2021},
booktitle = {ICDM},
author = {{Ye Huang} and {Wei Huang} and {Shiwei Tong} and {Zhenya Huang} and {Qi Liu 003} and {Enhong Chen} and {Jianhui Ma} and {Liang Wan} and {Shijin Wang 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021}
}
@inproceedings{conf/icdm/HuangLWHFWC0021,
title = {Group-Level Cognitive Diagnosis: A Multi-Task Learning Perspective.},
year = {2021},
booktitle = {ICDM},
author = {{Jie Huang 024} and {Qi Liu 003} and {Fei Wang} and {Zhenya Huang} and {Songtao Fang} and {Runze Wu} and {Enhong Chen} and {Yu Su 002} and {Shijin Wang 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021}
}
@inproceedings{conf/icdm/LiuWZYLLLC21,
title = {Technological Knowledge Flow Forecasting through A Hierarchical Interactive Graph Neural Network.},
year = {2021},
booktitle = {ICDM},
author = {{Huijie Liu} and {Han Wu 002} and {Le Zhang 010} and {Runlong Yu} and {Ye Liu 011} and {Chunli Liu} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021}
}
@inproceedings{conf/icmcs/HuHZ00C21,
title = {Detecting Highlighted Video Clips Through Emotion-Enhanced Audio-Visual Cues.},
year = {2021},
booktitle = {ICME},
author = {{Linkang Hu} and {Weidong He} and {Le Zhang 010} and {Tong Xu 001} and {Hui Xiong 001} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021}
}
@inproceedings{conf/ijcai/Shen00ZC021,
title = {Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.},
year = {2021},
booktitle = {IJCAI},
author = {{Dazhong Shen} and {Chuan Qin 002} and {Chao Wang 086} and {Hengshu Zhu} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021.}
}
@inproceedings{conf/ijcai/WangJHZLLC21,
title = {Preference-Adaptive Meta-Learning for Cold-Start Recommendation.},
year = {2021},
booktitle = {IJCAI},
author = {{Li Wang} and {Binbin Jin} and {Zhenya Huang} and {Hongke Zhao} and {Defu Lian} and {Qi Liu 003} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021.}
}
@inproceedings{conf/ijcai/ZhangLHWLLC21,
title = {GraphMI: Extracting Private Graph Data from Graph Neural Networks.},
year = {2021},
booktitle = {IJCAI},
author = {{Zaixi Zhang} and {Qi Liu 003} and {Zhenya Huang} and {Hao Wang 076} and {Chengqiang Lu} and {Chuanren Liu} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021.}
}
@inproceedings{conf/ijcnn/ChenWQXMCX21,
title = {A Trend-aware Investment Target Recommendation System with Heterogeneous Graph.},
year = {2021},
booktitle = {IJCNN},
author = {{Miao Chen} and {Chao Wang 086} and {Chuan Qin 002} and {Tong Xu 001} and {Jianhui Ma} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021}
}
@inproceedings{conf/ijcnn/RenZFXWYC21,
title = {Ontological Concept Structure Aware Knowledge Transfer for Inductive Knowledge Graph Embedding.},
year = {2021},
booktitle = {IJCNN},
author = {{Chao Ren} and {Le Zhang 010} and {Lintao Fang} and {Tong Xu 001} and {Zhefeng Wang} and {Senchao Yuan} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021}
}
@inproceedings{conf/kdd/An0WZYCZC21,
title = {LawyerPAN: A Proficiency Assessment Network for Trial Lawyers.},
year = {2021},
booktitle = {KDD},
author = {{Yanqing An} and {Qi Liu 003} and {Han Wu 002} and {Kai Zhang 038} and {Linan Yue} and {Mingyue Cheng} and {Hongke Zhao} and {Enhong Chen}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/kdd/HuangLWLCM0T21,
title = {DisenQNet: Disentangled Representation Learning for Educational Questions.},
year = {2021},
booktitle = {KDD},
author = {{Zhenya Huang} and {Xin Lin} and {Hao Wang 076} and {Qi Liu 003} and {Enhong Chen} and {Jianhui Ma} and {Yu Su 002} and {Wei Tong}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/kdd/LiuZLGMC21,
title = {Online Additive Quantization.},
year = {2021},
booktitle = {KDD},
author = {{Qi Liu 003} and {Jin Zhang} and {Defu Lian} and {Yong Ge} and {Jianhui Ma} and {Enhong Chen}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/kdd/ShenLCHHYS021,
title = {Learning Process-consistent Knowledge Tracing.},
year = {2021},
booktitle = {KDD},
author = {{Shuanghong Shen} and {Qi Liu 003} and {Enhong Chen} and {Zhenya Huang} and {Wei Huang} and {Yu Yin} and {Yu Su 002} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/kdd/WuLGZC21,
title = {Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems.},
year = {2021},
booktitle = {KDD},
author = {{Chenwang Wu} and {Defu Lian} and {Yong Ge} and {Zhihao Zhu 002} and {Enhong Chen}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/kdd/ZhangZZ0ZC021,
title = {Attentive Heterogeneous Graph Embedding for Job Mobility Prediction.},
year = {2021},
booktitle = {KDD},
author = {{Le Zhang 010} and {Ding Zhou} and {Hengshu Zhu} and {Tong Xu 001} and {Rui Zha} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/kdd/Zhou0WWHT0CM21,
title = {Modeling Context-aware Features for Cognitive Diagnosis in Student Learning.},
year = {2021},
booktitle = {KDD},
author = {{Yuqiang Zhou} and {Qi Liu 003} and {Jinze Wu} and {Fei Wang} and {Zhenya Huang} and {Wei Tong} and {Hui Xiong 001} and {Enhong Chen} and {Jianhui Ma}},
publisher = {ACM},
booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}
}
@inproceedings{conf/mdm/HaoZZZZ0C21,
title = {Urban Crowd Density Prediction Based on Multi-relational Graph.},
year = {2021},
booktitle = {MDM},
author = {{Qiming Hao} and {Le Zhang 010} and {Rui Zha} and {Ding Zhou} and {Zhe Zhang} and {Tong Xu 001} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {22nd IEEE International Conference on Mobile Data Management, MDM 2021, Toronto, ON, Canada, June 15-18, 2021}
}
@inproceedings{conf/mm/WuC0CWHC21,
title = {Linking the Characters: Video-oriented Social Graph Generation via Hierarchical-cumulative GCN.},
year = {2021},
booktitle = {ACM Multimedia},
author = {{Shiwei Wu} and {Joya Chen} and {Tong Xu 001} and {Liyi Chen} and {Lingfei Wu} and {Yao Hu} and {Enhong Chen}},
publisher = {ACM},
booktitle = {MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021}
}
@inproceedings{conf/mm/XuZTM0C21,
title = {FAMGAN: Fine-grained AUs Modulation based Generative Adversarial Network for Micro-Expression Generation.},
year = {2021},
booktitle = {ACM Multimedia},
author = {{Yifan Xu} and {Sirui Zhao} and {Huaying Tang} and {Xinglong Mao} and {Tong Xu 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021}
}
@inproceedings{conf/pakdd/YuYLWYHC21,
title = {XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction.},
year = {2021},
booktitle = {PAKDD (2)},
author = {{Runlong Yu} and {Yuyang Ye} and {Qi Liu 003} and {Zihan Wang} and {Chunfeng Yang} and {Yucheng Hu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part II}
}
@inproceedings{conf/sigir/ChengYLGLYLYC21,
title = {Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement.},
year = {2021},
booktitle = {SIGIR},
author = {{Mingyue Cheng} and {Fajie Yuan} and {Qi Liu 003} and {Shenyang Ge} and {Zhi Li} and {Runlong Yu} and {Defu Lian} and {Senchao Yuan} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}
}
@inproceedings{conf/sigir/JiangWCWLC21,
title = {xLightFM: Extremely Memory-Efficient Factorization Machine.},
year = {2021},
booktitle = {SIGIR},
author = {{Gangwei Jiang} and {Hao Wang 076} and {Jin Chen 008} and {Haoyu Wang 004} and {Defu Lian} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}
}
@inproceedings{conf/sigir/MaTLWLCTY21,
title = {Enhanced Representation Learning for Examination Papers with Hierarchical Document Structure.},
year = {2021},
booktitle = {SIGIR},
author = {{Yixiao Ma} and {Shiwei Tong} and {Ye Liu 011} and {Likang Wu} and {Qi Liu 003} and {Enhong Chen} and {Wei Tong} and {Zi Yan}},
publisher = {ACM},
booktitle = {SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}
}
@inproceedings{conf/sigir/WuLGZCY21,
title = {Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training.},
year = {2021},
booktitle = {SIGIR},
author = {{Chenwang Wu} and {Defu Lian} and {Yong Ge} and {Zhihao Zhu 002} and {Enhong Chen} and {Senchao Yuan}},
publisher = {ACM},
booktitle = {SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}
}
@inproceedings{conf/wsdm/WuHLLWCMW21,
title = {Federated Deep Knowledge Tracing.},
year = {2021},
booktitle = {WSDM},
author = {{Jinze Wu} and {Zhenya Huang} and {Qi Liu 003} and {Defu Lian} and {Hao Wang 076} and {Enhong Chen} and {Haiping Ma} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021}
}
@inproceedings{conf/wsdm/ZhangQCLLZMC21,
title = {Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction.},
year = {2021},
booktitle = {WSDM},
author = {{Kai Zhang 038} and {Hao Qian} and {Qing Cui} and {Qi Liu 003} and {Longfei Li} and {Jun Zhou 011} and {Jianhui Ma} and {Enhong Chen}},
publisher = {ACM},
booktitle = {WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021}
}
@inproceedings{conf/www/Wu0HNWCYZ21,
title = {Hierarchical Personalized Federated Learning for User Modeling.},
year = {2021},
booktitle = {WWW},
author = {{Jinze Wu} and {Qi Liu 003} and {Zhenya Huang} and {Yuting Ning} and {Hao Wang 076} and {Enhong Chen} and {Jinfeng Yi} and {Bowen Zhou}},
publisher = {ACM / IW3C2},
booktitle = {WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.}
}
@inproceedings{conf/www/ZhengWXSQHLC21,
title = {Drug Package Recommendation via Interaction-aware Graph Induction.},
year = {2021},
booktitle = {WWW},
author = {{Zhi Zheng} and {Chao Wang 086} and {Tong Xu 001} and {Dazhong Shen} and {Penggang Qin} and {Baoxing Huai} and {Tongzhu Liu} and {Enhong Chen}},
publisher = {ACM / IW3C2},
booktitle = {WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.}
}
@article{journals/corr/abs-2104-08139,
title = {Towards Variable-Length Textual Adversarial Attacks.},
year = {2021},
journal = {CoRR},
author = {{Junliang Guo} and {Zhirui Zhang} and {Linlin Zhang} and {Linli Xu} and {Boxing Chen} and {Enhong Chen} and {Weihua Luo}}
}
@article{journals/corr/abs-2105-15106,
title = {A Survey of Knowledge Tracing.},
year = {2021},
journal = {CoRR},
author = {{Qi Liu 003} and {Shuanghong Shen} and {Zhenya Huang} and {Enhong Chen} and {Yonghe Zheng}}
}
@article{journals/corr/abs-2108-02915,
title = {LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching.},
year = {2021},
journal = {CoRR},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Le Wu} and {Enhong Chen} and {Qi Liu 003} and {Meng Wang 001}}
}
@article{journals/corr/abs-2112-04195,
title = {VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction.},
year = {2021},
journal = {CoRR},
author = {{Dan Li} and {Yang Yang} and {Hongyin Tang} and {Jingang Wang} and {Tong Xu 001} and {Wei Wu 014} and {Enhong Chen}}
}
@article{journals/corr/abs-2112-13964,
title = {Online Allocation with Two-sided Resource Constraints.},
year = {2021},
journal = {CoRR},
author = {{Qixin Zhang} and {Wenbing Ye} and {Zaiyi Chen} and {Haoyuan Hu} and {Enhong Chen} and {Yang Yu 001}}
}
@article{journals/fcsc/QiaoZHLC21,
title = {Heterogeneous-attributes enhancement deep framework for network embedding.},
year = {2021},
journal = {Frontiers Comput. Sci.},
author = {{Lisheng Qiao} and {Fan Zhang} and {Xiaohui Huang} and {Kai Li} and {Enhong Chen}}
}
@article{journals/fgcs/MuJZC21,
title = {Detecting evolutionary stages of events on social media: A graph-kernel-based approach.},
year = {2021},
journal = {Future Gener. Comput. Syst.},
author = {{Lin Mu} and {Peiquan Jin} and {Jie Zhao 006} and {Enhong Chen}}
}
@article{journals/ijon/ZhaoTZXZHC21,
title = {A two-stage 3D CNN based learning method for spontaneous micro-expression recognition.},
year = {2021},
journal = {Neurocomputing},
author = {{Sirui Zhao} and {Hanqing Tao} and {Yangsong Zhang} and {Tong Xu 001} and {Kun Zhang 015} and {Zhongkai Hao} and {Enhong Chen}}
}
@article{journals/inffus/XuBXLCWT21,
title = {Multiple graph kernel learning based on GMDH-type neural network.},
year = {2021},
journal = {Inf. Fusion},
author = {{Lixiang Xu} and {Lu Bai 001} and {Jin Xiao} and {Qi Liu 003} and {Enhong Chen} and {Xiaofeng Wang} and {Yuanyan Tang}}
}
@article{journals/jcmse/GeC21,
title = {Research on grain storage temperature prediction model based on improved long short-term memory.},
year = {2021},
journal = {J. Comput. Methods Sci. Eng.},
author = {{Liang Ge} and {Enhong Chen}}
}
@article{journals/pr/XuC0LWNCT21,
title = {Semi-supervised multi-Layer convolution kernel learning in credit evaluation.},
year = {2021},
journal = {Pattern Recognit.},
author = {{Lixiang Xu} and {Lixin Cui} and {Thomas Weise 001} and {Xinlu Li} and {Zhize Wu} and {Feiping Nie 001} and {Enhong Chen} and {Yuanyan Tang}}
}
@article{journals/scn/XiaoCXZ21,
title = {ICSTrace: A Malicious IP Traceback Model for Attacking Data of the Industrial Control System.},
year = {2021},
journal = {Secur. Commun. Networks},
author = {{Feng Xiao} and {Enhong Chen} and {Qiang Xu} and {Xianguo Zhang}}
}
@article{journals/taslp/GuoZXCC21,
title = {Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation.},
year = {2021},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Junliang Guo} and {Zhirui Zhang} and {Linli Xu} and {Boxing Chen} and {Enhong Chen}}
}
@article{journals/tii/ChenJDZC21,
title = {DOF: A Demand-Oriented Framework for Image Denoising.},
year = {2021},
journal = {IEEE Trans. Ind. Informatics},
author = {{Huaian Chen} and {Yi Jin 002} and {Minghui Duan} and {Changan Zhu} and {Enhong Chen}}
}
@article{journals/tim/Duan0CZZC21,
title = {Automatic 3-D Measurement Method for Nonuniform Moving Objects.},
year = {2021},
journal = {IEEE Trans. Instrum. Meas.},
author = {{Minghui Duan} and {Yi Jin 002} and {Huaian Chen} and {Jinjin Zheng} and {Changan Zhu} and {Enhong Chen}}
}
@article{journals/tim/ZhengJDZC21,
title = {Joint Coding Strategy of the Phase Domain and Intensity Domain for Absolute Phase Retrieval.},
year = {2021},
journal = {IEEE Trans. Instrum. Meas.},
author = {{Yabing Zheng} and {Yi Jin 002} and {Minghui Duan} and {Changan Zhu} and {Enhong Chen}}
}
@article{journals/tip/ChenLXWCC21,
title = {Is Heuristic Sampling Necessary in Training Deep Object Detectors?},
year = {2021},
journal = {IEEE Trans. Image Process.},
author = {{Joya Chen} and {Dong Liu 002} and {Tong Xu 001} and {Shiwei Wu} and {Yifei Cheng} and {Enhong Chen}}
}
@article{journals/tist/TaoJLZC21,
title = {Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling.},
year = {2021},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Shuo Tao} and {Jingang Jiang 002} and {Defu Lian} and {Kai Zheng 001} and {Enhong Chen}}
}
@article{journals/tkde/LianXC21,
title = {Discrete Matrix Factorization and Extension for Fast Item Recommendation.},
year = {2021},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Defu Lian} and {Xing Xie 001} and {Enhong Chen}}
}
@article{journals/tkde/LianXCX21,
title = {Product Quantized Collaborative Filtering.},
year = {2021},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Defu Lian} and {Xing Xie 001} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/tkde/LiuHYCXSH21,
title = {EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction.},
year = {2021},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Qi Liu 003} and {Zhenya Huang} and {Yu Yin} and {Enhong Chen} and {Hui Xiong 001} and {Yu Su 002} and {Guoping Hu}}
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@article{journals/tois/ZhangZLCX21,
title = {Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results.},
year = {2021},
journal = {ACM Trans. Inf. Syst.},
author = {{Qi Zhang 053} and {Hengshu Zhu} and {Qi Liu 003} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/tomccap/XuZHHHC21,
title = {Socializing the Videos: A Multimodal Approach for Social Relation Recognition.},
year = {2021},
journal = {ACM Trans. Multim. Comput. Commun. Appl.},
author = {{Tong Xu 001} and {Peilun Zhou} and {Linkang Hu} and {Xiangnan He 001} and {Yao Hu} and {Enhong Chen}}
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@article{journals/tsmc/JinCZHLZY21,
title = {Promotion of Answer Value Measurement With Domain Effects in Community Question Answering Systems.},
year = {2021},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Binbin Jin} and {Enhong Chen} and {Hongke Zhao} and {Zhenya Huang} and {Qi Liu 003} and {Hengshu Zhu} and {Shui Yu 001}}
}
@article{journals/tsmc/ZhangLWCLWXW21,
title = {Multilevel Image-Enhanced Sentence Representation Net for Natural Language Inference.},
year = {2021},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Le Wu} and {Enhong Chen} and {Qi Liu 003} and {Han Wu 002} and {Xing Xie 001} and {Fangzhao Wu}}
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@article{journals/www/FangZWXZC21,
title = {Patent2Vec: Multi-view representation learning on patent-graphs for patent classification.},
year = {2021},
journal = {World Wide Web},
author = {{Lintao Fang} and {Le Zhang 010} and {Han Wu 002} and {Tong Xu 001} and {Ding Zhou} and {Enhong Chen}}
}
@article{journals/www/WuLSLCX21,
title = {Constructing dummy query sequences to protect location privacy and query privacy in location-based services.},
year = {2021},
journal = {World Wide Web},
author = {{Zongda Wu} and {Guiling Li} and {Shigen Shen} and {Xinze Lian} and {Enhong Chen} and {Guandong Xu}}
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@inproceedings{conf/aaai/ZhangLLLWC22,
title = {Anisotropic Additive Quantization for Fast Inner Product Search.},
year = {2022},
booktitle = {AAAI},
author = {{Jin Zhang} and {Qi Liu 003} and {Defu Lian} and {Zheng Liu} and {Le Wu} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022}
}
@inproceedings{conf/acl/ZhangZZZL0C22,
title = {Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis.},
year = {2022},
booktitle = {ACL (Findings)},
author = {{Kai Zhang 038} and {Kun Zhang 015} and {Mengdi Zhang} and {Hongke Zhao} and {Qi Liu 003} and {Wei Wu 014} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022.}
}
@inproceedings{conf/ccis/XieWSXC22,
title = {Dialogue-enriched Knowledge Point Recommendation for Consultation Task.},
year = {2022},
booktitle = {CCIS},
author = {{Zheyong Xie} and {Shiwei Wu} and {Jia Su} and {Tong Xu 001} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {8th IEEE International Conference on Cloud Computing and Intelligent Systems, CCIS 2022, Chengdu, China, November 26-28, 2022}
}
@inproceedings{conf/ccks/Feng0C0C22,
title = {Multimodal Representation Learning-Based Product Matching.},
year = {2022},
booktitle = {CCKS (Evaluation Track)},
author = {{Changkai Feng} and {Wei Chen 047} and {Chao Chen} and {Tong Xu 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {CCKS 2022 - Evaluation Track - 7th China Conference on Knowledge Graph and Semantic Computing Evaluations, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers}
}
@inproceedings{conf/cicai/ChenWYHLC22,
title = {Dynamic Clustering Federated Learning for Non-IID Data.},
year = {2022},
booktitle = {CICAI (3)},
author = {{Ming Chen} and {Jinze Wu} and {Yu Yin} and {Zhenya Huang} and {Qi Liu 003} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Artificial Intelligence - Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part III}
}
@inproceedings{conf/cicai/JiangCLLC22,
title = {Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF.},
year = {2022},
booktitle = {CICAI (3)},
author = {{Junzhe Jiang} and {Mingyue Cheng} and {Qi Liu 003} and {Zhi Li} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Artificial Intelligence - Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part III}
}
@inproceedings{conf/cicai/WangZXYC22,
title = {Interaction-Aware Temporal Prescription Generation via Message Passing Neural Network.},
year = {2022},
booktitle = {CICAI (2)},
author = {{Cong Wang} and {Zhi Zheng} and {Tong Xu 001} and {Zikai Yin} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Artificial Intelligence - Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part II}
}
@inproceedings{conf/cikm/LyuZ0YC22,
title = {Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer.},
year = {2022},
booktitle = {CIKM},
author = {{Yuanjie Lyu} and {Chen Zhu} and {Tong Xu 001} and {Zikai Yin} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}
}
@inproceedings{conf/cikm/ZhaoYAZYLC22,
title = {CPEE: Civil Case Judgment Prediction centering on the Trial Mode of Essential Elements.},
year = {2022},
booktitle = {CIKM},
author = {{Lili Zhao} and {Linan Yue} and {Yanqing An} and {Yuren Zhang} and {Jun Yu} and {Qi Liu 003} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}
}
@inproceedings{conf/cvpr/ChenCWJTJC22,
title = {Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation.},
year = {2022},
booktitle = {CVPR},
author = {{Lin Chen} and {Huaian Chen} and {Zhixiang Wei} and {Xin Jin 014} and {Xiao Tan 004} and {Yi Jin 002} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022}
}
@inproceedings{conf/emnlp/DuWZC0XC22,
title = {Non-Parametric Domain Adaptation for End-to-End Speech Translation.},
year = {2022},
booktitle = {EMNLP},
author = {{Yichao Du} and {Weizhi Wang} and {Zhirui Zhang} and {Boxing Chen} and {Tong Xu 001} and {Jun Xie} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022.}
}
@inproceedings{conf/emnlp/LiYTLWWXWC22,
title = {VIRT: Improving Representation-based Text Matching via Virtual Interaction.},
year = {2022},
booktitle = {EMNLP},
author = {{Dan Li} and {Yang Yang} and {Hongyin Tang} and {Jiahao Liu} and {Qifan Wang} and {Jingang Wang} and {Tong Xu 001} and {Wei Wu} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022.}
}
@inproceedings{conf/hpcc/BiXXC22,
title = {PaddlePaddle: A Production-Oriented Deep Learning Platform Facilitating the Competency of Enterprises.},
year = {2022},
booktitle = {HPCC/DSS/SmartCity/DependSys},
author = {{Ran Bi} and {Tongtong Xu} and {Mingxue Xu} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2022, Hainan, China, December 18-20, 2022}
}
@inproceedings{conf/icdm/DaiY0C022,
title = {Decomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation.},
year = {2022},
booktitle = {ICDM},
author = {{Le Dai} and {Yu Yin} and {Chuan Qin 002} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022}
}
@inproceedings{conf/icdm/LiuCLLC22,
title = {One Person, One Model - Learning Compound Router for Sequential Recommendation.},
year = {2022},
booktitle = {ICDM},
author = {{Zhiding Liu} and {Mingyue Cheng} and {Zhi Li} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022}
}
@inproceedings{conf/icdm/LiuHLLMC22,
title = {A Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers.},
year = {2022},
booktitle = {ICDM},
author = {{Jiayu Liu 001} and {Zhenya Huang} and {Xin Lin} and {Qi Liu 003} and {Jianhui Ma} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022}
}
@inproceedings{conf/icip/JinZHXXC22,
title = {AVT: Au-Assisted Visual Transformer for Facial Expression Recognition.},
year = {2022},
booktitle = {ICIP},
author = {{Rijin Jin} and {Sirui Zhao} and {Zhongkai Hao} and {Yifan Xu} and {Tong Xu 001} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022.}
}
@inproceedings{conf/ictai/ZengSHCSW22,
title = {Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing.},
year = {2022},
booktitle = {ICTAI},
author = {{Xiaonan Zeng} and {Shuanghong Shen} and {Zhenya Huang} and {Enhong Chen} and {Yu Su 002} and {Shijin Wang 001}},
publisher = {IEEE},
booktitle = {34th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2022, Macao, China, October 31 - November 2, 2022}
}
@inproceedings{conf/ijcnn/ZhouZZHXWC22,
title = {Multi-Relational Graph Convolution Network for Stock Movement Prediction.},
year = {2022},
booktitle = {IJCNN},
author = {{Zihao Zhou} and {Le Zhang 010} and {Rui Zha} and {Qiming Hao} and {Tong Xu 001} and {Di Wu 055} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/ijcnn/ZhuTWCLLC22,
title = {Text Classification via Learning Semantic Dependency and Association.},
year = {2022},
booktitle = {IJCNN},
author = {{Guanqi Zhu} and {Hanqing Tao} and {Han Wu 002} and {Liyi Chen} and {Ye Liu 011} and {Qi Liu 003} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/kdd/ChenL00WYC22,
title = {Multi-modal Siamese Network for Entity Alignment.},
year = {2022},
booktitle = {KDD},
author = {{Liyi Chen} and {Zhi Li} and {Tong Xu 001} and {Han Wu 002} and {Zhefeng Wang} and {Nicholas Jing Yuan} and {Enhong Chen}},
publisher = {ACM},
booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}
}
@inproceedings{conf/kdd/LiW00HHC0022,
title = {HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework.},
year = {2022},
booktitle = {KDD},
author = {{Jiatong Li} and {Fei Wang} and {Qi Liu 003} and {Mengxiao Zhu 001} and {Wei Huang} and {Zhenya Huang} and {Enhong Chen} and {Yu Su 002} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}
}
@inproceedings{conf/kdd/TongLHHWLHCZ22,
title = {Incremental Cognitive Diagnosis for Intelligent Education.},
year = {2022},
booktitle = {KDD},
author = {{Shiwei Tong} and {Jiayu Liu 001} and {Yuting Hong} and {Zhenya Huang} and {Le Wu} and {Qi Liu 003} and {Wei Huang} and {Enhong Chen} and {Dan Zhang}},
publisher = {ACM},
booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}
}
@inproceedings{conf/kdd/ZhengQ0W0CZ22,
title = {DDR: Dialogue Based Doctor Recommendation for Online Medical Service.},
year = {2022},
booktitle = {KDD},
author = {{Zhi Zheng} and {Zhaopeng Qiu} and {Hui Xiong 001} and {Xian Wu} and {Tong Xu 001} and {Enhong Chen} and {Xiangyu Zhao 001}},
publisher = {ACM},
booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}
}
@inproceedings{conf/ksem/LiuH0C22,
title = {Low-Quality itDanMu Detection via Eye-Tracking Patterns.},
year = {2022},
booktitle = {KSEM (3)},
author = {{Xiangyang Liu} and {Weidong He} and {Tong Xu 001} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part III}
}
@inproceedings{conf/mm/LengZZLMW0C22,
title = {ABPN: Apex and Boundary Perception Network for Micro- and Macro-Expression Spotting.},
year = {2022},
booktitle = {ACM Multimedia},
author = {{Wenhao Leng} and {Sirui Zhao} and {Yiming Zhang} and {Shifeng Liu} and {Xinglong Mao} and {Hao Wang 076} and {Tong Xu 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022}
}
@inproceedings{conf/mm/QinYGXCWXCH22,
title = {Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling.},
year = {2022},
booktitle = {ACM Multimedia},
author = {{Penggang Qin} and {Jiarui Yu} and {Yan Gao} and {Derong Xu} and {Yunkai Chen} and {Shiwei Wu} and {Tong Xu 001} and {Enhong Chen} and {Yanbin Hao}},
publisher = {ACM},
booktitle = {MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022}
}
@inproceedings{conf/mm/Xu0WZC22,
title = {Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion.},
year = {2022},
booktitle = {ACM Multimedia},
author = {{Derong Xu} and {Tong Xu 001} and {Shiwei Wu} and {Jingbo Zhou} and {Enhong Chen}},
publisher = {ACM},
booktitle = {MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022}
}
@inproceedings{conf/mm/ZhaoYTJXXC22,
title = {Fine-grained Micro-Expression Generation based on Thin-Plate Spline and Relative AU Constraint.},
year = {2022},
booktitle = {ACM Multimedia},
author = {{Sirui Zhao} and {Shukang Yin} and {Huaying Tang} and {Rijin Jin} and {Yifan Xu} and {Tong Xu 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022}
}
@inproceedings{conf/nips/ChenLLWZC22,
title = {Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever.},
year = {2022},
booktitle = {NeurIPS},
author = {{Jin Chen 008} and {Defu Lian} and {Yucheng Li} and {Baoyun Wang} and {Kai Zheng 001} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/nips/DengLWC22,
title = {Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy.},
year = {2022},
booktitle = {NeurIPS},
author = {{Leyan Deng} and {Defu Lian} and {Chenwang Wu} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/nips/FengLLLC22,
title = {Recommender Forest for Efficient Retrieval.},
year = {2022},
booktitle = {NeurIPS},
author = {{Chao Feng} and {Wuchao Li} and {Defu Lian} and {Zheng Liu} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/nips/Yue0DAWC22,
title = {DARE: Disentanglement-Augmented Rationale Extraction.},
year = {2022},
booktitle = {NeurIPS},
author = {{Linan Yue} and {Qi Liu 003} and {Yichao Du} and {Yanqing An} and {Li Wang} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/nlpcc/TaoZXLC22,
title = {Teaching Text Classification Models Some Common Sense via Q &A Statistics: A Light and Transplantable Approach.},
year = {2022},
booktitle = {NLPCC (1)},
author = {{Hanqing Tao} and {Guanqi Zhu} and {Tong Xu 001} and {Qi Liu 003} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Natural Language Processing and Chinese Computing - 11th CCF International Conference, NLPCC 2022, Guilin, China, September 24-25, 2022, Proceedings, Part I}
}
@inproceedings{conf/pkdd/ZhuWZLLC22,
title = {Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation.},
year = {2022},
booktitle = {ECML/PKDD (3)},
author = {{Zhihao Zhu 002} and {Chenwang Wu} and {Min Zhou 006} and {Hao Liao} and {Defu Lian} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III}
}
@inproceedings{conf/sigir/Fan0ZLC22,
title = {Improving Implicit Alternating Least Squares with Ring-based Regularization.},
year = {2022},
booktitle = {SIGIR},
author = {{Rui Fan} and {Jin Chen 008} and {Jin Zhang} and {Defu Lian} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/FengLLXWC22,
title = {Forest-based Deep Recommender.},
year = {2022},
booktitle = {SIGIR},
author = {{Chao Feng} and {Defu Lian} and {Zheng Liu} and {Xing Xie 001} and {Le Wu} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/LiYDSLSC22,
title = {PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing.},
year = {2022},
booktitle = {SIGIR},
author = {{Ruixin Li} and {Yu Yin} and {Le Dai} and {Shuanghong Shen} and {Xin Lin} and {Yu Su 002} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/ShenH000C22,
title = {Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.},
year = {2022},
booktitle = {SIGIR},
author = {{Shuanghong Shen} and {Zhenya Huang} and {Qi Liu 003} and {Yu Su 002} and {Shijin Wang 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/WuWCLZM22,
title = {Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction.},
year = {2022},
booktitle = {SIGIR},
author = {{Likang Wu} and {Hao Wang 076} and {Enhong Chen} and {Zhi Li} and {Hongke Zhao} and {Jianhui Ma}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/ZhangCJWH0Y22,
title = {Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction.},
year = {2022},
booktitle = {SIGIR},
author = {{Yuren Zhang} and {Enhong Chen} and {Binbin Jin} and {Hao Wang 034} and {Min Hou} and {Wei Huang 002} and {Runlong Yu}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/ZhangLHCZZ0C22,
title = {Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.},
year = {2022},
booktitle = {SIGIR},
author = {{Kai Zhang 038} and {Qi Liu 003} and {Zhenya Huang} and {Mingyue Cheng} and {Kun Zhang 015} and {Mengdi Zhang} and {Wei Wu 014} and {Enhong Chen}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/sigir/Zhuang0HLJBC022,
title = {A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval.},
year = {2022},
booktitle = {SIGIR},
author = {{Yan Zhuang} and {Qi Liu 003} and {Zhenya Huang} and {Zhi Li} and {Binbin Jin} and {Haoyang Bi} and {Enhong Chen} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/wise/WangLWC22,
title = {Towards Robust Recommender Systems via Triple Cooperative Defense.},
year = {2022},
booktitle = {WISE},
author = {{Qingyang Wang 003} and {Defu Lian} and {Chenwang Wu} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Web Information Systems Engineering - WISE 2022 - 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings}
}
@inproceedings{conf/wsdm/ChengLCZHYHS22,
title = {AdaptKT: A Domain Adaptable Method for Knowledge Tracing.},
year = {2022},
booktitle = {WSDM},
author = {{Song Cheng} and {Qi Liu 003} and {Enhong Chen} and {Kai Zhang 038} and {Zhenya Huang} and {Yu Yin} and {Xiaoqing Huang} and {Yu Su 002}},
publisher = {ACM},
booktitle = {WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022}
}
@inproceedings{conf/www/ChenLJ0C22,
title = {Learning Recommenders for Implicit Feedback with Importance Resampling.},
year = {2022},
booktitle = {WWW},
author = {{Jin Chen 008} and {Defu Lian} and {Binbin Jin} and {Kai Zheng 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}
}
@inproceedings{conf/www/ChenLJHZC22,
title = {Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering.},
year = {2022},
booktitle = {WWW},
author = {{Jin Chen 008} and {Defu Lian} and {Binbin Jin} and {Xu Huang 008} and {Kai Zheng 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}
}
@inproceedings{conf/www/ChengLLGC22,
title = {Towards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation.},
year = {2022},
booktitle = {WWW},
author = {{Mingyue Cheng} and {Zhiding Liu} and {Qi Liu 003} and {Shenyang Ge} and {Enhong Chen}},
publisher = {ACM},
booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}
}
@inproceedings{conf/www/Hou0LLLC022,
title = {Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction.},
year = {2022},
booktitle = {WWW},
author = {{Min Hou} and {Chang Xu 008} and {Zhi Li} and {Yang Liu} and {Weiqing Liu} and {Enhong Chen} and {Jiang Bian 002}},
publisher = {ACM},
booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}
}
@inproceedings{conf/www/ZhengQ0WZC022,
title = {CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱.},
year = {2022},
booktitle = {WWW},
author = {{Zhi Zheng} and {Zhaopeng Qiu} and {Tong Xu 001} and {Xian Wu} and {Xiangyu Zhao 001} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}
}
@article{journals/corr/abs-2206-08661,
title = {Boosting Factorization Machines via Saliency-Guided Mixup.},
year = {2022},
journal = {CoRR},
author = {{Chenwang Wu} and {Defu Lian} and {Yong Ge} and {Min Zhou 006} and {Enhong Chen} and {Dacheng Tao}}
}
@article{journals/corr/abs-2206-09597,
title = {Winning the CVPR'2022 AQTC Challenge: A Two-stage Function-centric Approach.},
year = {2022},
journal = {CoRR},
author = {{Shiwei Wu} and {Weidong He} and {Tong Xu 001} and {Hao Wang 076} and {Enhong Chen}}
}
@article{journals/corr/abs-2206-14649,
title = {Cooperative Retriever and Ranker in Deep Recommenders.},
year = {2022},
journal = {CoRR},
author = {{Xu Huang 008} and {Defu Lian} and {Jin Chen 008} and {Zheng Liu} and {Xing Xie 001} and {Enhong Chen}}
}
@article{journals/fcsc/LiangSCLLCP22,
title = {Accelerating local SGD for non-IID data using variance reduction.},
year = {2022},
journal = {Frontiers Comput. Sci.},
author = {{Xianfeng Liang} and {Shuheng Shen} and {Enhong Chen} and {Jinchang Liu} and {Qi Liu 003} and {Yifei Cheng} and {Zhen Pan}}
}
@article{journals/ijdsa/CaoZWXCLH22,
title = {Video emotion analysis enhanced by recognizing emotion in video comments.},
year = {2022},
journal = {Int. J. Data Sci. Anal.},
author = {{Wei Cao} and {Kun Zhang 015} and {Han Wu 002} and {Tong Xu 001} and {Enhong Chen} and {Guangyi Lv} and {Ming He}}
}
@article{journals/ijsi/ChenLZ22,
title = {Preface to the Special Issue on Robust Machine Learning for Open Scenarios.},
year = {2022},
journal = {Int. J. Softw. Informatics},
author = {{Enhong Chen} and {Yufeng Li} and {Quan Zou}}
}
@article{journals/isci/KamaraCP22,
title = {An ensemble of a boosted hybrid of deep learning models and technical analysis for forecasting stock prices.},
year = {2022},
journal = {Inf. Sci.},
author = {{Amadu Fullah Kamara} and {Enhong Chen} and {Zhen Pan}}
}
@article{journals/isci/LiuCYC22,
title = {Hiding ourselves from community detection through genetic algorithms.},
year = {2022},
journal = {Inf. Sci.},
author = {{Dong Liu 008} and {Zhengchao Chang} and {Guoliang Yang} and {Enhong Chen}}
}
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title = {Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm.},
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journal = {J. Comput. Sci. Technol.},
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title = {A hierarchical interactive multi-channel graph neural network for technological knowledge flow forecasting.},
year = {2022},
journal = {Knowl. Inf. Syst.},
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title = {Complex Attributed Network Embedding for medical complication prediction.},
year = {2022},
journal = {Knowl. Inf. Syst.},
author = {{Zhe Zhang} and {Hui Xiong 001} and {Tong Xu 001} and {Chuan Qin 002} and {Le Zhang 010} and {Enhong Chen}}
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title = {Community hiding using a graph autoencoder.},
year = {2022},
journal = {Knowl. Based Syst.},
author = {{Dong Liu 008} and {Zhengchao Chang} and {Guoliang Yang} and {Enhong Chen}}
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title = {Graph-based cognitive diagnosis for intelligent tutoring systems.},
year = {2022},
journal = {Knowl. Based Syst.},
author = {{Yu Su 002} and {Zeyu Cheng} and {Jinze Wu} and {Yanmin Dong} and {Zhenya Huang} and {Le Wu} and {Enhong Chen} and {Shijin Wang 001} and {Fei Xie}}
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title = {ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition.},
year = {2022},
journal = {Neural Networks},
author = {{Sirui Zhao} and {Huaying Tang} and {Shifeng Liu} and {Yangsong Zhang} and {Hao Wang 076} and {Tong Xu 001} and {Enhong Chen} and {Cuntai Guan}}
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title = {Residual objectness for imbalance reduction.},
year = {2022},
journal = {Pattern Recognit.},
author = {{Joya Chen} and {Dong Liu 002} and {Bin Luo} and {Xuezheng Peng} and {Tong Xu 001} and {Enhong Chen}}
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title = {Estimating fund-raising performance for start-up projects from a market graph perspective.},
year = {2022},
journal = {Pattern Recognit.},
author = {{Likang Wu} and {Zhi Li} and {Hongke Zhao} and {Qi Liu 003} and {Enhong Chen}}
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title = {Causal Narrative Comprehension: A New Perspective for Emotion Cause Extraction.},
year = {2022},
journal = {IEEE Trans. Affect. Comput.},
author = {{Wei Cao} and {Kun Zhang 015} and {Shulan Ruan} and {Hanqing Tao} and {Sirui Zhao} and {Hao Wang 076} and {Qi Liu 003} and {Enhong Chen}}
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title = {How to Protect Ourselves From Overlapping Community Detection in Social Networks.},
year = {2022},
journal = {IEEE Trans. Big Data},
author = {{Dong Liu 008} and {Guoliang Yang} and {Yanwei Wang} and {Hu Jin} and {Enhong Chen}}
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title = {Neurally-Guided Semantic Navigation in Knowledge Graph.},
year = {2022},
journal = {IEEE Trans. Big Data},
author = {{Liang He} and {Bin Shao} and {Yanghua Xiao} and {Yatao Li} and {Tie-Yan Liu} and {Enhong Chen} and {Huanhuan Xia}}
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title = {Understanding the Users and Videos by Mining a Novel Danmu Dataset.},
year = {2022},
journal = {IEEE Trans. Big Data},
author = {{Guangyi Lv} and {Kun Zhang 015} and {Le Wu} and {Enhong Chen} and {Tong Xu 001} and {Qi Liu 003} and {Weidong He}}
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title = {Quasi-Periodic Phase Coding for Long-Depth-Range 3-D Measurements of Moving Objects.},
year = {2022},
journal = {IEEE Trans. Instrum. Meas.},
author = {{Minghui Duan} and {Huaian Chen} and {Zheng Sun} and {Yabing Zheng} and {Yi Jin 002} and {Jinjin Zheng} and {Changan Zhu} and {Enhong Chen}}
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title = {A Universal Self-Correcting Approach for Abnormal Jump Errors in Absolute Phase Retrieval.},
year = {2022},
journal = {IEEE Trans. Instrum. Meas.},
author = {{Yabing Zheng} and {Minghui Duan} and {Zheng Sun} and {Xin Fan} and {Yi Jin 002} and {Jinjin Zheng} and {Changan Zhu} and {Enhong Chen}}
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title = {D-LSTM: Short-Term Road Traffic Speed Prediction Model Based on GPS Positioning Data.},
year = {2022},
journal = {IEEE Trans. Intell. Transp. Syst.},
author = {{Xianwei Meng} and {Hao Fu} and {Liqun Peng} and {Guiquan Liu} and {Yang Yu} and {Zhong Wang} and {Enhong Chen}}
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title = {Ranking-Based Implicit Regularization for One-Class Collaborative Filtering.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Defu Lian} and {Jin Chen 008} and {Kai Zheng 001} and {Enhong Chen} and {Xiaofang Zhou 001}}
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title = {Collaborative List-and-Pairwise Filtering From Implicit Feedback.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Runlong Yu} and {Qi Liu 003} and {Yuyang Ye} and {Mingyue Cheng} and {Enhong Chen} and {Jianhui Ma}}
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title = {STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control.},
year = {2022},
journal = {IEEE Trans. Mob. Comput.},
author = {{Yanan Wang 004} and {Tong Xu 001} and {Xin Niu} and {Chang Tan} and {Enhong Chen} and {Hui Xiong 001}}
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title = {Semisupervised Semantic Segmentation by Improving Prediction Confidence.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
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title = {Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly Detection.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Leyan Deng} and {Defu Lian} and {Zhenya Huang} and {Enhong Chen}}
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title = {HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation.},
year = {2022},
journal = {ACM Trans. Inf. Syst.},
author = {{Hao Wang 076} and {Defu Lian} and {Hanghang Tong} and {Qi Liu 003} and {Zhenya Huang} and {Enhong Chen}}
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title = {Social Context-aware Person Search in Videos via Multi-modal Cues.},
year = {2022},
journal = {ACM Trans. Inf. Syst.},
author = {{Dan Li} and {Tong Xu 001} and {Peilun Zhou} and {Weidong He} and {Yanbin Hao} and {Yi Zheng} and {Enhong Chen}}
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title = {Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment.},
year = {2022},
journal = {ACM Trans. Inf. Syst.},
author = {{Dazhong Shen} and {Chuan Qin 002} and {Hengshu Zhu} and {Tong Xu 001} and {Enhong Chen} and {Hui Xiong 001}}
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title = {Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach.},
year = {2022},
journal = {ACM Trans. Inf. Syst.},
author = {{Chao Wang 086} and {Hengshu Zhu} and {Peng Wang} and {Chen Zhu} and {Xi Zhang 009} and {Enhong Chen} and {Hui Xiong 001}}
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@inproceedings{conf/aaai/BiCH0Z0W23,
title = {BETA-CD: A Bayesian Meta-Learned Cognitive Diagnosis Framework for Personalized Learning.},
year = {2023},
booktitle = {AAAI},
author = {{Haoyang Bi} and {Enhong Chen} and {Weidong He} and {Han Wu 002} and {Weihao Zhao} and {Shijin Wang 001} and {Jinze Wu}},
publisher = {AAAI Press},
booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023}
}
@inproceedings{conf/aaai/NingHLCTG023,
title = {Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training.},
year = {2023},
booktitle = {AAAI},
author = {{Yuting Ning} and {Zhenya Huang} and {Xin Lin} and {Enhong Chen} and {Shiwei Tong} and {Zheng Gong} and {Shijin Wang 001}},
publisher = {AAAI Press},
booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023}
}
@inproceedings{conf/aaai/ZhangLZWC23,
title = {Query-Aware Quantization for Maximum Inner Product Search.},
year = {2023},
booktitle = {AAAI},
author = {{Jin Zhang} and {Defu Lian} and {Haodi Zhang} and {Baoyun Wang} and {Enhong Chen}},
publisher = {AAAI Press},
booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023}
}
@inproceedings{conf/acl/LiuZHWZ0C23,
title = {Enhancing Hierarchical Text Classification through Knowledge Graph Integration.},
year = {2023},
booktitle = {ACL (Findings)},
author = {{Ye Liu 011} and {Kai Zhang} and {Zhenya Huang} and {Kehang Wang} and {Yanghai Zhang} and {Qi Liu 003} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023.}
}
@inproceedings{conf/acl/LiuZLCHYY23,
title = {RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs.},
year = {2023},
booktitle = {ACL (Findings)},
author = {{Xukai Liu} and {Kai Zhang} and {Ye Liu 011} and {Enhong Chen} and {Zhenya Huang} and {Linan Yue} and {Jiaxian Yan}},
publisher = {Association for Computational Linguistics},
booktitle = {Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023.}
}
@inproceedings{conf/cikm/0001ZL0ZC23,
title = {HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition.},
year = {2023},
booktitle = {CIKM},
author = {{Wei Chen 001} and {Lili Zhao} and {Pengfei Luo} and {Tong Xu 001} and {Yi Zheng} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/cikm/HongTHZLCLH23,
title = {Search-Efficient Computerized Adaptive Testing.},
year = {2023},
booktitle = {CIKM},
author = {{Yuting Hong} and {Shiwei Tong} and {Wei Huang} and {Yan Zhuang} and {Qi Liu 003} and {Enhong Chen} and {Xin Li} and {Yuanjing He}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/cikm/YinWXWZGLTLC23,
title = {APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation.},
year = {2023},
booktitle = {CIKM},
author = {{Mingjia Yin} and {Hao Wang 076} and {Xiang Xu} and {Likang Wu} and {Sirui Zhao} and {Wei Guo 006} and {Yong Liu 020} and {Ruiming Tang} and {Defu Lian} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/cikm/YuLWYC23,
title = {Federated News Recommendation with Fine-grained Interpolation and Dynamic Clustering.},
year = {2023},
booktitle = {CIKM},
author = {{Sanshi Lei Yu} and {Qi Liu 003} and {Fei Wang} and {Yang Yu 038} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/cikm/ZhangWYXYWWXXC23,
title = {Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement.},
year = {2023},
booktitle = {CIKM},
author = {{Chao Zhang} and {Fangzhao Wu} and {Jingwei Yi} and {Derong Xu} and {Yang Yu 038} and {Jindong Wang 001} and {Yidong Wang} and {Tong Xu 001} and {Xing Xie 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/cikm/ZhaoHZLLLWC23,
title = {Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.},
year = {2023},
booktitle = {CIKM},
author = {{Guanhao Zhao} and {Zhenya Huang} and {Yan Zhuang} and {Jiayu Liu 001} and {Qi Liu 003} and {Zhiding Liu} and {Jinze Wu} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/cniot/ZhaoHWXFC23,
title = {Base Station Traffic Prediction based on Feature Selection and Stacking Ensemble Learning.},
year = {2023},
booktitle = {CNIOT},
author = {{Long Zhao} and {Youzhi Huang} and {Yanyan Wang} and {Yin Xu} and {Qiangzhong Feng} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things, CNIOT 2023, Xiamen, China, May 26-28, 2023}
}
@inproceedings{conf/dasfaa/HanWWWZLLC23,
title = {GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation.},
year = {2023},
booktitle = {DASFAA (2)},
author = {{Yongqiang Han} and {Likang Wu} and {Hao Wang 076} and {Guifeng Wang} and {Mengdi Zhang} and {Zhi Li} and {Defu Lian} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/WangLZLTHC23,
title = {Class-Dynamic and Hierarchy-Constrained Network for Entity Linking.},
year = {2023},
booktitle = {DASFAA (2)},
author = {{Kehang Wang} and {Qi Liu 003} and {Kai Zhang 038} and {Ye Liu 011} and {Hanqing Tao} and {Zhenya Huang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part II}
}
@inproceedings{conf/dasfaa/ZhuLZXLYLC23,
title = {Few-Shot Link Prediction for Event-Based Social Networks via Meta-learning.},
year = {2023},
booktitle = {DASFAA (3)},
author = {{Xi Zhu} and {Pengfei Luo} and {Ziwei Zhao} and {Tong Xu 001} and {Aakas Lizhiyu} and {Yu Yu} and {Xueying Li} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part III}
}
@inproceedings{conf/icde/XuZXXLCD23,
title = {Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism.},
year = {2023},
booktitle = {ICDE},
author = {{Derong Xu} and {Jingbo Zhou} and {Tong Xu 001} and {Yuan Xia} and {Ji Liu 003} and {Enhong Chen} and {Dejing Dou}},
publisher = {IEEE},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023}
}
@inproceedings{conf/icde/YuLYCCM23,
title = {Collaborative List-and-Pairwise Filtering from Implicit Feedback : Extended Abstract.},
year = {2023},
booktitle = {ICDE},
author = {{Runlong Yu} and {Qi Liu 003} and {Yuyang Ye} and {Mingyue Cheng} and {Enhong Chen} and {Jianhui Ma}},
publisher = {IEEE},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023}
}
@inproceedings{conf/iclr/DuZWL0C23,
title = {Federated Nearest Neighbor Machine Translation.},
year = {2023},
booktitle = {ICLR},
author = {{Yichao Du} and {Zhirui Zhang} and {Bingzhe Wu} and {Lemao Liu} and {Tong Xu 001} and {Enhong Chen}},
publisher = {OpenReview.net},
booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023}
}
@inproceedings{conf/icmcs/PengHXXZC23,
title = {Social Context-aware GCN for Video Character Search via Scene-prior Enhancement.},
year = {2023},
booktitle = {ICME},
author = {{Wenjun Peng} and {Weidong He} and {Derong Xu} and {Tong Xu 001} and {Chen Zhu} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Multimedia and Expo, ICME 2023, Brisbane, Australia, July 10-14, 2023}
}
@inproceedings{conf/icmcs/YinWXLZC23,
title = {AU-aware graph convolutional network for Macroand Micro-expression spotting.},
year = {2023},
booktitle = {ICME},
author = {{Shukang Yin} and {Shiwei Wu} and {Tong Xu 001} and {Shifeng Liu} and {Sirui Zhao} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Multimedia and Expo, ICME 2023, Brisbane, Australia, July 10-14, 2023}
}
@inproceedings{conf/icmcs/ZhangWXMXZC23,
title = {Adaptive Graph Attention Network with Temporal Fusion for Micro-Expressions Recognition.},
year = {2023},
booktitle = {ICME},
author = {{Yiming Zhang} and {Hao Wang 076} and {Yifan Xu} and {Xinglong Mao} and {Tong Xu 001} and {Sirui Zhao} and {Enhong Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Multimedia and Expo, ICME 2023, Brisbane, Australia, July 10-14, 2023}
}
@inproceedings{conf/icml/ZhangYCHC023,
title = {Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests.},
year = {2023},
booktitle = {ICML},
author = {{Qixin Zhang} and {Wenbing Ye} and {Zaiyi Chen} and {Haoyuan Hu} and {Enhong Chen} and {Yu Yang 001}},
publisher = {PMLR},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA.}
}
@inproceedings{conf/ijcai/WuJZWLZC23,
title = {KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification.},
year = {2023},
booktitle = {IJCAI},
author = {{Likang Wu} and {Junji Jiang} and {Hongke Zhao} and {Hao Wang 076} and {Defu Lian} and {Mengdi Zhang} and {Enhong Chen}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China}
}
@inproceedings{conf/ijcai/YaoLHTHCS023,
title = {Exploiting Non-Interactive Exercises in Cognitive Diagnosis.},
year = {2023},
booktitle = {IJCAI},
author = {{Fangzhou Yao} and {Qi Liu 003} and {Min Hou} and {Shiwei Tong} and {Zhenya Huang} and {Enhong Chen} and {Jing Sha} and {Shijin Wang 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China}
}
@inproceedings{conf/iwslt/DuGTZWYT0C23,
title = {The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks.},
year = {2023},
booktitle = {IWSLT@ACL},
author = {{Yichao Du} and {Zhengsheng Guo} and {Jinchuan Tian} and {Zhirui Zhang} and {Xing Wang} and {Jianwei Yu} and {Zhaopeng Tu} and {Tong Xu 001} and {Enhong Chen}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 20th International Conference on Spoken Language Translation, IWSLT@ACL 2023, Toronto, Canada (in-person and online), 13-14 July, 2023.}
}
@inproceedings{conf/kdd/LiFLXLGC23,
title = {Learning Balanced Tree Indexes for Large-Scale Vector Retrieval.},
year = {2023},
booktitle = {KDD},
author = {{Wuchao Li} and {Chao Feng} and {Defu Lian} and {Yuxin Xie} and {Haifeng Liu 004} and {Yong Ge} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/LiZLXC023,
title = {Multi-Temporal Relationship Inference in Urban Areas.},
year = {2023},
booktitle = {KDD},
author = {{Shuangli Li} and {Jingbo Zhou} and {Ji Liu 003} and {Tong Xu 001} and {Enhong Chen} and {Hui Xiong 001}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/LiuHMLCSL23,
title = {Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge.},
year = {2023},
booktitle = {KDD},
author = {{Jiayu Liu 001} and {Zhenya Huang} and {Zhiyuan Ma} and {Qi Liu 003} and {Enhong Chen} and {Tianhuang Su} and {Haifeng Liu 004}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/LuoXWZXC23,
title = {Multi-Grained Multimodal Interaction Network for Entity Linking.},
year = {2023},
booktitle = {KDD},
author = {{Pengfei Luo} and {Tong Xu 001} and {Shiwei Wu} and {Chen Zhu} and {Linli Xu} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/WuLZWLHYC23,
title = {Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation.},
year = {2023},
booktitle = {KDD},
author = {{Likang Wu} and {Zhi Li} and {Hongke Zhao} and {Zhefeng Wang} and {Qi Liu 003} and {Baoxing Huai} and {Nicholas Jing Yuan} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/WuWL0C23,
title = {A Causality Inspired Framework for Model Interpretation.},
year = {2023},
booktitle = {KDD},
author = {{Chenwang Wu} and {Xiting Wang} and {Defu Lian} and {Xing Xie 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/XuHLSLCW023,
title = {Learning Behavior-oriented Knowledge Tracing.},
year = {2023},
booktitle = {KDD},
author = {{Bihan Xu} and {Zhenya Huang} and {Jiayu Liu 001} and {Shuanghong Shen} and {Qi Liu 003} and {Enhong Chen} and {Jinze Wu} and {Shijin Wang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/kdd/YuXYLC23,
title = {Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction.},
year = {2023},
booktitle = {KDD},
author = {{Runlong Yu} and {Xiang Xu} and {Yuyang Ye} and {Qi Liu 003} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023}
}
@inproceedings{conf/ksem/PengXXZC23,
title = {Are GPT Embeddings Useful for Ads and Recommendation?},
year = {2023},
booktitle = {KSEM (4)},
author = {{Wenjun Peng} and {Derong Xu} and {Tong Xu 001} and {Jianjin Zhang} and {Enhong Chen}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part IV}
}
@inproceedings{conf/mmsports/LiuLZMLDWXC23,
title = {STAN: Spatial-Temporal Awareness Network for Temporal Action Detection.},
year = {2023},
booktitle = {MMSports@MM},
author = {{Minghao Liu} and {Haiyi Liu} and {Sirui Zhao} and {Fei Ma} and {Minglei Li 001} and {Zonghong Dai} and {Hao Wang 076} and {Tong Xu 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, MMSports 2023, Ottawa ON, Canada, 29 October 2023}
}
@inproceedings{conf/nips/LiuCLHLXC23,
title = {Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective.},
year = {2023},
booktitle = {NeurIPS},
author = {{Zhiding Liu} and {Mingyue Cheng} and {Zhi Li} and {Zhenya Huang} and {Qi Liu} and {Yanhu Xie} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@inproceedings{conf/nips/LuCLZGC23,
title = {Knowledge Distillation for High Dimensional Search Index.},
year = {2023},
booktitle = {NeurIPS},
author = {{Zepu Lu} and {Jin Chen} and {Defu Lian} and {Zaixi Zhang} and {Yong Ge} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@inproceedings{conf/nips/ZhangLJWZWGC23,
title = {FairLISA: Fair User Modeling with Limited Sensitive Attributes Information.},
year = {2023},
booktitle = {NeurIPS},
author = {{Zheng Zhang} and {Qi Liu} and {Hao Jiang} and {Fei Wang} and {Yan Zhuang} and {Le Wu} and {Weibo Gao} and {Enhong Chen}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@inproceedings{conf/nips/ZhuangLZHHPCWL23,
title = {A Bounded Ability Estimation for Computerized Adaptive Testing.},
year = {2023},
booktitle = {NeurIPS},
author = {{Yan Zhuang} and {Qi Liu} and {Guanhao Zhao} and {Zhenya Huang} and {Weizhe Huang} and {Zachary A. Pardos} and {Enhong Chen} and {Jinze Wu} and {Xin Li}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@inproceedings{conf/sigir/CaoCHSH23,
title = {Learning from Crowds with Annotation Reliability.},
year = {2023},
booktitle = {SIGIR},
author = {{Zhi Cao} and {Enhong Chen} and {Ye Huang} and {Shuanghong Shen} and {Zhenya Huang}},
publisher = {ACM},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}
}
@inproceedings{conf/sigir/ChenYLCH23,
title = {Using Entropy for Group Sampling in Pairwise Ranking from implicit feedback.},
year = {2023},
booktitle = {SIGIR},
author = {{Yujie Chen} and {Runlong Yu} and {Qi Liu 003} and {Enhong Chen} and {Zhenya Huang}},
publisher = {ACM},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}
}
@inproceedings{conf/sigir/LianHC0WWJFLWC23,
title = {RecStudio: Towards a Highly-Modularized Recommender System.},
year = {2023},
booktitle = {SIGIR},
author = {{Defu Lian} and {Xu Huang 008} and {Xiaolong Chen} and {Jin Chen 008} and {Xingmei Wang} and {Yankai Wang} and {Haoran Jin} and {Rui Fan} and {Zheng Liu} and {Le Wu} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}
}
@inproceedings{conf/sigir/QinLH00JC23,
title = {A Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement.},
year = {2023},
booktitle = {SIGIR},
author = {{Longhu Qin} and {Jiayu Liu 001} and {Zhenya Huang} and {Kai Zhang 038} and {Qi Liu 003} and {Binbin Jin} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}
}
@inproceedings{conf/sigir/ZhaoZXLYLYC23,
title = {Time-interval Aware Share Recommendation via Bi-directional Continuous Time Dynamic Graphs.},
year = {2023},
booktitle = {SIGIR},
author = {{Ziwei Zhao} and {Xi Zhu} and {Tong Xu 001} and {Aakas Lizhiyu} and {Yu Yu} and {Xueying Li} and {Zikai Yin} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}
}
@inproceedings{conf/www/0002WFLC23,
title = {Membership Inference Attacks Against Sequential Recommender Systems.},
year = {2023},
booktitle = {WWW},
author = {{Zhihao Zhu 002} and {Chenwang Wu} and {Rui Fan} and {Defu Lian} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@inproceedings{conf/www/ChengLLLLC23,
title = {FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification.},
year = {2023},
booktitle = {WWW},
author = {{Mingyue Cheng} and {Qi Liu 003} and {Zhiding Liu} and {Zhi Li} and {Yucong Luo} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@inproceedings{conf/www/FanP00LC23,
title = {AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation.},
year = {2023},
booktitle = {WWW},
author = {{Rui Fan} and {Yuanhao Pu} and {Jin Chen 008} and {Zhihao Zhu 002} and {Defu Lian} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@inproceedings{conf/www/GuZLLHC23,
title = {MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction.},
year = {2023},
booktitle = {WWW},
author = {{Yin Gu} and {Kai Zhang 038} and {Qi Liu 003} and {Xin Lin} and {Zhenya Huang} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@inproceedings{conf/www/HuangLCZ0C23,
title = {Cooperative Retriever and Ranker in Deep Recommenders.},
year = {2023},
booktitle = {WWW},
author = {{Xu Huang 008} and {Defu Lian} and {Jin Chen 008} and {Liu Zheng} and {Xing Xie 001} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@inproceedings{conf/www/LuLZZFWC23,
title = {Differentiable Optimized Product Quantization and Beyond.},
year = {2023},
booktitle = {WWW},
author = {{Zepu Lu} and {Defu Lian} and {Jin Zhang} and {Zaixi Zhang} and {Chao Feng} and {Hao Wang 076} and {Enhong Chen}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@inproceedings{conf/www/YinDHSWLCL23,
title = {Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer.},
year = {2023},
booktitle = {WWW},
author = {{Yu Yin} and {Le Dai} and {Zhenya Huang} and {Shuanghong Shen} and {Fei Wang} and {Qi Liu 003} and {Enhong Chen} and {Xin Li}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}
}
@article{journals/corr/abs-2301-00985,
title = {More is Better: A Database for Spontaneous Micro-Expression with High Frame Rates.},
year = {2023},
journal = {CoRR},
author = {{Sirui Zhao} and {Huaying Tang} and {Xinglong Mao} and {Shifeng Liu} and {Hanqing Tao} and {Hao Wang 076} and {Tong Xu 001} and {Enhong Chen}}
}
@article{journals/corr/abs-2302-04643,
title = {A Novel Approach for Auto-Formulation of Optimization Problems.},
year = {2023},
journal = {CoRR},
author = {{Yuting Ning} and {Jiayu Liu 001} and {Longhu Qin} and {Tong Xiao} and {Shangzi Xue} and {Zhenya Huang} and {Qi Liu 003} and {Enhong Chen} and {Jinze Wu}}
}
@article{journals/corr/abs-2303-00320,
title = {TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders.},
year = {2023},
journal = {CoRR},
author = {{Mingyue Cheng} and {Qi Liu 003} and {Zhiding Liu} and {Hao Zhang} and {Rujiao Zhang} and {Enhong Chen}}
}
@article{journals/corr/abs-2303-09114,
title = {AU-aware graph convolutional network for Macro- and Micro-expression spotting.},
year = {2023},
journal = {CoRR},
author = {{Shukang Yin} and {Shiwei Wu} and {Tong Xu 001} and {Shifeng Liu} and {Sirui Zhao} and {Enhong Chen}}
}
@article{journals/corr/abs-2304-02413,
title = {Quiz-based Knowledge Tracing.},
year = {2023},
journal = {CoRR},
author = {{Shuanghong Shen} and {Enhong Chen} and {Bihan Xu} and {Qi Liu 003} and {Zhenya Huang} and {Linbo Zhu} and {Yu Su 002}}
}
@article{journals/corr/abs-2304-12436,
title = {An Equivariant Generative Framework for Molecular Graph-Structure Co-Design.},
year = {2023},
journal = {CoRR},
author = {{Zaixi Zhang} and {Qi Liu 003} and {Chee-Kong Lee} and {Chang-Yu Hsieh} and {Enhong Chen}}
}
@article{journals/corr/abs-2305-19860,
title = {A Survey on Large Language Models for Recommendation.},
year = {2023},
journal = {CoRR},
author = {{Likang Wu} and {Zhi Zheng} and {Zhaopeng Qiu} and {Hao Wang 076} and {Hongchao Gu} and {Tingjia Shen} and {Chuan Qin 002} and {Chen Zhu} and {Hengshu Zhu} and {Qi Liu 003} and {Hui Xiong 001} and {Enhong Chen}}
}
@article{journals/corr/abs-2306-08817,
title = {Description-Enhanced Label Embedding Contrastive Learning for Text Classification.},
year = {2023},
journal = {CoRR},
author = {{Kun Zhang 015} and {Le Wu} and {Guangyi Lv} and {Enhong Chen} and {Shulan Ruan} and {Jing Liu} and {Zhiqiang Zhang 012} and {Jun Zhou} and {Meng Wang}}
}
@article{journals/corr/abs-2306-10512,
title = {Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective.},
year = {2023},
journal = {CoRR},
author = {{Yan Zhuang} and {Qi Liu 003} and {Yuting Ning} and {Weizhe Huang} and {Rui Lv} and {Zhenya Huang} and {Guanhao Zhao} and {Zheng Zhang} and {Qingyang Mao} and {Shijin Wang 001} and {Enhong Chen}}
}
@article{journals/corr/abs-2306-11768,
title = {A Systematic Survey in Geometric Deep Learning for Structure-based Drug Design.},
year = {2023},
journal = {CoRR},
author = {{Zaixi Zhang} and {Jiaxian Yan} and {Qi Liu 003} and {Enhong Chen}}
}
@article{journals/corr/abs-2306-13549,
title = {A Survey on Multimodal Large Language Models.},
year = {2023},
journal = {CoRR},
author = {{Shukang Yin} and {Chaoyou Fu} and {Sirui Zhao} and {Ke Li} and {Xing Sun} and {Tong Xu 001} and {Enhong Chen}}
}
@article{journals/corr/abs-2306-14412,
title = {A Solution to CVPR'2023 AQTC Challenge: Video Alignment for Multi-Step Inference.},
year = {2023},
journal = {CoRR},
author = {{Chao Zhang} and {Shiwei Wu} and {Sirui Zhao} and {Tong Xu 001} and {Enhong Chen}}
}
@article{journals/corr/abs-2307-05623,
title = {A DeepLearning Framework for Dynamic Estimation of Origin-Destination Sequence.},
year = {2023},
journal = {CoRR},
author = {{Zheli Xiong} and {Defu Lian} and {Enhong Chen} and {Gang Chen} and {Xiaomin Cheng}}
}
@article{journals/corr/abs-2307-07134,
title = {Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms.},
year = {2023},
journal = {CoRR},
author = {{Qi Liu 003} and {Zheng Gong} and {Zhenya Huang} and {Chuanren Liu} and {Hengshu Zhu} and {Zhi Li} and {Enhong Chen} and {Hui Xiong 001}}
}
@article{journals/corr/abs-2307-16376,
title = {When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.},
year = {2023},
journal = {CoRR},
author = {{Jin Chen} and {Zheng Liu} and {Xu Huang 008} and {Chenwang Wu} and {Qi Liu 003} and {Gangwei Jiang} and {Yuanhao Pu} and {Yuxuan Lei} and {Xiaolong Chen} and {Xingmei Wang} and {Defu Lian} and {Enhong Chen}}
}
@article{journals/corr/abs-2309-00300,
title = {Identifiable Cognitive Diagnosis with Encoder-decoder for Modelling Students' Performance.},
year = {2023},
journal = {CoRR},
author = {{Jiatong Li} and {Qi Liu 003} and {Fei Wang} and {Jiayu Liu 001} and {Zhenya Huang} and {Enhong Chen}}
}
@article{journals/corr/abs-2309-01453,
title = {Interactive Graph Convolutional Filtering.},
year = {2023},
journal = {CoRR},
author = {{Jin Zhang} and {Defu Lian} and {Hong Xie} and {Yawen Li} and {Enhong Chen}}
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@article{journals/corr/abs-2310-05753,
title = {Large-Scale OD Matrix Estimation with A Deep Learning Method.},
year = {2023},
journal = {CoRR},
author = {{Zheli Xiong} and {Defu Lian} and {Enhong Chen} and {Gang Chen} and {Xiaomin Cheng}}
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@article{journals/corr/abs-2310-16045,
title = {Woodpecker: Hallucination Correction for Multimodal Large Language Models.},
year = {2023},
journal = {CoRR},
author = {{Shukang Yin} and {Chaoyou Fu} and {Sirui Zhao} and {Tong Xu} and {Hao Wang} and {Dianbo Sui} and {Yunhang Shen} and {Ke Li} and {Xing Sun} and {Enhong Chen}}
}
@article{journals/corr/abs-2311-00388,
title = {Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems.},
year = {2023},
journal = {CoRR},
author = {{Hao Zhang} and {Mingyue Cheng} and {Qi Liu 003} and {Zhiding Liu} and {Enhong Chen}}
}
@article{journals/corr/abs-2311-01166,
title = {Generative Input: Towards Next-Generation Input Methods Paradigm.},
year = {2023},
journal = {CoRR},
author = {{Keyu Ding} and {Yongcan Wang} and {Zihang Xu} and {Zhenzhen Jia} and {Shijin Wang} and {Cong Liu} and {Enhong Chen}}
}
@article{journals/corr/abs-2311-03758,
title = {Large Language Model based Long-tail Query Rewriting in Taobao Search.},
year = {2023},
journal = {CoRR},
author = {{Wenjun Peng} and {Guiyang Li} and {Yue Jiang} and {Zilong Wang} and {Dan Ou} and {Xiaoyi Zeng} and {Derong Xu} and {Tong Xu} and {Enhong Chen}}
}
@article{journals/corr/abs-2312-10943,
title = {Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity.},
year = {2023},
journal = {CoRR},
author = {{Zhihao Zhu 002} and {Chenwang Wu} and {Rui Fan} and {Yi Yang} and {Defu Lian} and {Enhong Chen}}
}
@article{journals/corr/abs-2312-11571,
title = {Model Stealing Attack against Recommender System.},
year = {2023},
journal = {CoRR},
author = {{Zhihao Zhu 002} and {Rui Fan} and {Chenwang Wu} and {Yi Yang} and {Defu Lian} and {Enhong Chen}}
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@article{journals/corr/abs-2312-15661,
title = {Unlocking the Potential of Large Language Models for Explainable Recommendations.},
year = {2023},
journal = {CoRR},
author = {{Yucong Luo} and {Mingyue Cheng} and {Hao Zhang} and {Junyu Lu} and {Qi Liu} and {Enhong Chen}}
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@article{journals/corr/abs-2312-16477,
title = {Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding.},
year = {2023},
journal = {CoRR},
author = {{Lixiang Xu} and {Qingzhe Cui} and {Richang Hong} and {Wei Xu} and {Enhong Chen} and {Xin Yuan} and {Chenglong Li} and {Yuanyan Tang}}
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@article{journals/corr/abs-2312-17617,
title = {Large Language Models for Generative Information Extraction: A Survey.},
year = {2023},
journal = {CoRR},
author = {{Derong Xu} and {Wei Chen} and {Wenjun Peng} and {Chao Zhang} and {Tong Xu} and {Xiangyu Zhao 001} and {Xian Wu} and {Yefeng Zheng 001} and {Enhong Chen}}
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@article{journals/fcsc/HuBFZC23,
title = {Vehicle color recognition based on smooth modulation neural network with multi-scale feature fusion.},
year = {2023},
journal = {Frontiers Comput. Sci.},
author = {{Mingdi Hu} and {Long Bai 007} and {Jiulun Fan 001} and {Sirui Zhao} and {Enhong Chen}}
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@article{journals/imwut/0053ZWC023,
title = {Hierarchical Wi-Fi Trajectory Embedding for Indoor User Mobility Pattern Analysis.},
year = {2023},
journal = {Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.},
author = {{Qi Zhang 053} and {Hengshu Zhu} and {Peng Wang} and {Enhong Chen} and {Hui Xiong 001}}
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title = {Single Image Dehazing Using Saturation Line Prior.},
year = {2023},
journal = {IEEE Trans. Image Process.},
author = {{Pengyang Ling} and {Huaian Chen} and {Xiao Tan 004} and {Yi Jin 002} and {Enhong Chen}}
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title = {Deep Multi-Exposure Image Fusion for Dynamic Scenes.},
year = {2023},
journal = {IEEE Trans. Image Process.},
author = {{Xiao Tan 004} and {Huaian Chen} and {Rui Zhang} and {Qihan Wang} and {Yan Kan} and {Jinjin Zheng} and {Yi Jin 002} and {Enhong Chen}}
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@article{journals/tkdd/WuZLH0C23,
title = {Learning the Explainable Semantic Relations via Unified Graph Topic-Disentangled Neural Networks.},
year = {2023},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Likang Wu} and {Hongke Zhao} and {Zhi Li} and {Zhenya Huang} and {Qi Liu 003} and {Enhong Chen}}
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title = {EATN: An Efficient Adaptive Transfer Network for Aspect-Level Sentiment Analysis.},
year = {2023},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Kai Zhang 038} and {Qi Liu 003} and {Hao Qian} and {Biao Xiang} and {Qing Cui} and {Jun Zhou 011} and {Enhong Chen}}
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@article{journals/tomccap/ZhaoJTZ00C23,
title = {PEDM: A Multi-task Learning Model for Persona-aware Emoji-embedded Dialogue Generation.},
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journal = {ACM Trans. Multim. Comput. Commun. Appl.},
author = {{Sirui Zhao} and {Hongyu Jiang} and {Hanqing Tao} and {Rui Zha} and {Kun Zhang 015} and {Tong Xu 001} and {Enhong Chen}}
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title = {Reinforcement Routing on Proximity Graph for Efficient Recommendation.},
year = {2023},
month = {January},
journal = {ACM Trans. Inf. Syst.},
author = {{Chao Feng} and {Defu Lian} and {Xiting Wang} and {Zheng Liu} and {Xing Xie 001} and {Enhong Chen}}
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@article{journals/tois/ZhengWXSQZHWC23,
title = {Interaction-aware Drug Package Recommendation via Policy Gradient.},
year = {2023},
month = {January},
journal = {ACM Trans. Inf. Syst.},
author = {{Zhi Zheng} and {Chao Wang 086} and {Tong Xu 001} and {Dazhong Shen} and {Penggang Qin} and {Xiangyu Zhao 001} and {Baoxing Huai} and {Xian Wu} and {Enhong Chen}}
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@article{journals/tnn/ZhangLWCLW23,
title = {LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching.},
year = {2023},
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journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Kun Zhang 015} and {Guangyi Lv} and {Le Wu} and {Enhong Chen} and {Qi Liu 003} and {Meng Wang 001}}
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title = {Decoupled Representation Learning for Attributed Networks.},
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title = {A generalized multi-skill aggregation method for cognitive diagnosis.},
year = {2023},
month = {March},
journal = {World Wide Web (WWW)},
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title = {Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation.},
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author = {{Zhenya Huang} and {Binbin Jin} and {Hongke Zhao} and {Qi Liu 003} and {Defu Lian} and {Tengfei Bao} and {Enhong Chen}}
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title = {Federated User Modeling from Hierarchical Information.},
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title = {A Confusion Method for the Protection of User Topic Privacy in Chinese Keyword-based Book Retrieval.},
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author = {{Zongda Wu} and {Jian Xie} and {Shigen Shen} and {Chongze Lin} and {Guandong Xu} and {Enhong Chen}}
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title = {Network Representation Lightening From Hashing to Quantization.},
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title = {Towards Automatic Job Description Generation With Capability-Aware Neural Networks.},
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publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
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