Adapting the right web pages to the right users. - Hui Xiong 001; Sam Yuan Sung; Stephen Huang (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2000)

Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. - Hui Xiong 001; Pang-Ning Tan; Vipin Kumar 001 (ICDM, 2003)

A New Clustering Algorithm for Transaction Data via Caucus. - Jinmei Xu; Hui Xiong 001; Sam Yuan Sung; Vipin Kumar 001 (PAKDD, 2003)

Mining Confident Colocation Rules without A Support Threshold. - Yan Huang 002; Hui Xiong 001; Shashi Shekhar 001; Jian Pei 001 (SAC, 2003)

Data Declustering with Replications. - Yao Liu 002; Sam Yuan Sung; Hui Xiong 001; Peter A. Ng (DASFAA, 2004)

A Hybrid Approach for Mining Maixmal Hyperclique Patterns. - Yaochun Huang; Hui Xiong 001; Weili Wu 001; Zhongnan Zhang (ICTAI, 2004)

Generalizing the notion of support. - Michael S. Steinbach; Pang-Ning Tan; Hui Xiong 001; Vipin Kumar 001 (KDD, 2004)

Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. - Hui Xiong 001; Shashi Shekhar 001; Pang-Ning Tan; Vipin Kumar 001 (KDD, 2004)

A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. - Hui Xiong 001; Shashi Shekhar 001; Yan Huang 002; Vipin Kumar 001; Xiaobin Ma; Jin Soung Yoo (SDM, 2004)

HICAP: Hierarchical Clustering with Pattern Preservation. - Hui Xiong 001; Michael S. Steinbach; Pang-Ning Tan; Vipin Kumar 001 (SDM, 2004)

Discovering Colocation Patterns from Spatial Data Sets: A General Approach. - Yan Huang 002; Shashi Shekhar 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2004)

Privacy leakage in multi-relational databases via pattern based semi-supervised learning. - Hui Xiong 001; Michael S. Steinbach; Vipin Kumar 001 (CIKM, 2005)

Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. - Hui Xiong 001; Xiaofeng He; Chris H. Q. Ding; Ya Zhang 002; Vipin Kumar 001; Stephen R. Holbrook (Pacific Symposium on Biocomputing, 2005)

IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. - Jieping Ye; Qi Li 001; Hui Xiong 001; Haesun Park; Ravi Janardan; Vipin Kumar 001 (IEEE Trans. Knowl. Data Eng., 2005)

Adapting association patterns for text categorization: weaknesses and enhancements. - Tieyun Qian; Hui Xiong 001; Yuanzhen Wang; Enhong Chen (CIKM, 2006)

Exploiting a page-level upper bound for multi-type nearest neighbor queries. - Xiaobin Ma; Shashi Shekhar 001; Hui Xiong 001; Pusheng Zhang (GIS, 2006)

TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. - Hui Xiong 001; Mark Brodie; Sheng Ma (ICDM, 2006)

Mining Quantitative Maximal Hyperclique Patterns: A Summary of Results. - Yaochun Huang; Hui Xiong 001; Weili Wu 001; Sam Yuan Sung (PAKDD, 2006)

Scan Detection: A Data Mining Approach. - György J. Simon; Hui Xiong 001; Eric Eilertson; Vipin Kumar 001 (SDM, 2006)

Enhancing Privacy Preservation of Anonymous Location Sampling Techniques in Traffic Monitoring Systems. - Baik Hoh; Marco Gruteser; Hui Xiong 001; Ansaf Alrabady (SecureComm, 2006)

Web Service Discovery via Semantic Association Ranking and Hyperclique Pattern Discovery. - Aabhas V. Paliwal; Nabil R. Adam; Hui Xiong 001; Christof Bornhövd (Web Intelligence, 2006)

Hyperclique pattern discovery. - Hui Xiong 001; Pang-Ning Tan; Vipin Kumar 001 (Data Min. Knowl. Discov., 2006)

Mining Co-Location Patterns with Rare Events from Spatial Data Sets. - Yan Huang 002; Jian Pei 001; Hui Xiong 001 (GeoInformatica, 2006)

Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques. - Chris H. Q. Ding; Xiaofeng He; Hui Xiong 001; Hanchuan Peng; Stephen R. Holbrook (Int. J. Data Min. Bioinform., 2006)

A cubic-wise balance approach for privacy preservation in data cubes. - Yao Liu 002; Sam Yuan Sung; Hui Xiong 001 (Inf. Sci., 2006)

Privacy preservation for data cubes. - Sam Yuan Sung; Yao Liu 002; Hui Xiong 001; Peter A. Ng (Knowl. Inf. Syst., 2006)

Enhancing Security and Privacy in Traffic-Monitoring Systems. - Baik Hoh; Marco Gruteser; Hui Xiong 001; Ansaf Alrabady (IEEE Pervasive Comput., 2006)

Enhancing Data Analysis with Noise Removal. - Hui Xiong 001; Gaurav Pandey 002; Michael S. Steinbach; Vipin Kumar 001 (IEEE Trans. Knowl. Data Eng., 2006)

TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. - Hui Xiong 001; Shashi Shekhar 001; Pang-Ning Tan; Vipin Kumar 001 (IEEE Trans. Knowl. Data Eng., 2006)

Privacy leakage in multi-relational databases: a semi-supervised learning perspective. - Hui Xiong 001; Michael S. Steinbach; Vipin Kumar 001 (VLDB J., 2006)

Preserving privacy in gps traces via uncertainty-aware path cloaking. - Baik Hoh; Marco Gruteser; Hui Xiong 001; Ansaf Alrabady (CCS, 2007)

Failure Prediction in IBM BlueGene/L Event Logs. - Yinglung Liang; Yanyong Zhang; Hui Xiong 001; Ramendra K. Sahoo (ICDM, 2007)

A Generalization of Proximity Functions for K-Means. - Junjie Wu 002; Hui Xiong 001; Jian Chen 016; Wenjun Zhou 001 (ICDM, 2007)

An Adaptive Semantic Filter for Blue Gene/L Failure Log Analysis. - Yinglung Liang; Yanyong Zhang; Hui Xiong 001; Ramendra K. Sahoo (IPDPS, 2007)

The minimum consistent subset cover problem and its applications in data mining. - Byron J. Gao; Martin Ester; Jin-yi Cai; Oliver Schulte; Hui Xiong 001 (KDD, 2007)

Distributed classification in peer-to-peer networks. - Ping Luo 001; Hui Xiong 001; Kevin Lü 001; Zhongzhi Shi (KDD, 2007)

Enhancing semi-supervised clustering: a feature projection perspective. - Wei Tang; Hui Xiong 001; Shi Zhong 001; Jie Wu 001 (KDD, 2007)

Local decomposition for rare class analysis. - Junjie Wu 002; Hui Xiong 001; Peng Wu; Jian Chen 016 (KDD, 2007)

Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery. - Dihua Guo; Hui Xiong 001; Vijay Atluri; Nabil R. Adam (PAKDD, 2007)

Co-Preserving Patterns in Bipartite Partitioning for Topic Identification. - Tianming Hu; Hui Xiong 001; Sam Yuan Sung (SDM, 2007)

Mining maximal hyperclique pattern: A hybrid search strategy. - Yaochun Huang; Hui Xiong 001; Weili Wu 001; Ping Deng 001; Zhongnan Zhang (Inf. Sci., 2007)

On the strength of hyperclique patterns for text categorization. - Tieyun Qian; Hui Xiong 001; Yuanzhen Wang; Enhong Chen (Inf. Sci., 2007)

Transfer learning from multiple source domains via consensus regularization. - Ping Luo 001; Fuzhen Zhuang; Hui Xiong 001; Yuhong Xiong; Qing He 003 (CIKM, 2008)

Secure information sharing and analysis for effective emergency management. - Nabil R. Adam; Vijay Atluri; Soon Ae Chun; John Ellenberger; Basit Shafiq; Jaideep Vaidya; Hui Xiong 001 (DG.O, 2008)

Data clustering using virtual population based incremental learning algorithm with similarity matrix encoding strategy. - Yi Hong 002; Sam Kwong; Hui Xiong 001; Qingsheng Ren (GECCO, 2008)

Genetic-guided semi-supervised clustering algorithm with instance-level constraints. - Yi Hong 002; Sam Kwong; Hui Xiong 001; Qingsheng Ren (GECCO, 2008)

SAIL: summation-based incremental learning for information-theoretic clustering. - Junjie Wu 002; Hui Xiong 001; Jian Chen 016 (KDD, 2008)

Volatile correlation computation: a checkpoint view. - Wenjun Zhou 001; Hui Xiong 001 (KDD, 2008)

ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization. - Tianming Hu; Hui Xiong 001; Xueqing Gong; Sam Yuan Sung (PAKDD, 2008)

Hypergraph partitioning for document clustering: a unified clique perspective. - Tianming Hu; Hui Xiong 001; Wenjun Zhou 001; Sam Yuan Sung; Hangzai Luo (SIGIR, 2008)

Adaptive label-driven scaling for latent semantic indexing. - Xiaojun Quan; Enhong Chen; Qiming Luo; Hui Xiong 001 (SIGIR, 2008)

Co-Clustering Bipartite with Pattern Preservation for Topic Extraction. - Tianming Hu; Chew Lim Tan; Yong Tang 001; Sam Yuan Sung; Hui Xiong 001; Chao Qu (Int. J. Artif. Intell. Tools, 2008)

Top-k Correlation Computation. - Hui Xiong 001; Wenjun Zhou 001; Mark Brodie; Sheng Ma (INFORMS J. Comput., 2008)

Discovery of maximum length frequent itemsets. - Tianming Hu; Sam Yuan Sung; Hui Xiong 001; Qian Fu (Inf. Sci., 2008)

Enhancing recommender systems under volatile userinterest drifts. - Huanhuan Cao; Enhong Chen; Jie Yang 004; Hui Xiong 001 (CIKM, 2009)

What's behind topic formation and development: a perspective of community core groups. - Tieyun Qian; Qing Li 001; Bing Liu 001; Hui Xiong 001; Jaideep Srivastava; Phillip C.-Y. Sheu (CIKM, 2009)

Three Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System. - Zhao Zhang 002; Xiaofeng Gao 001; Xuefei Zhang; Weili Wu 001; Hui Xiong 001 (DEXA, 2009)

Multi-type nearest neighbor queries in road networks with time window constraints. - Xiaobin Ma; Shashi Shekhar 001; Hui Xiong 001 (GIS, 2009)

Efficient Discovery of Confounders in Large Data Sets. - Wenjun Zhou 001; Hui Xiong 001 (ICDM, 2009)

Multi-focal learning and its application to customer service support. - Yong Ge; Hui Xiong 001; Wenjun Zhou 001; Ramendra K. Sahoo; Xiaofeng Gao 001; Weili Wu 001 (KDD, 2009)

Adapting the right measures for K-means clustering. - Junjie Wu 002; Hui Xiong 001; Jian Chen 016 (KDD, 2009)

Mining globally distributed frequent subgraphs in a single labeled graph. - Xing Jiang; Hui Xiong 001; Chen Wang; Ah-Hwee Tan (Data Knowl. Eng., 2009)

Towards controlling virus propagation in information systems with point-to-group information sharing. - Hua Yuan; Guoqing Chen; Junjie Wu 002; Hui Xiong 001 (Decis. Support Syst., 2009)

External validation measures for K-means clustering: A data distribution perspective. - Junjie Wu 002; Jian Chen 016; Hui Xiong 001; Ming Xie (Expert Syst. Appl., 2009)

Towards understanding hierarchical clustering: A data distribution perspective. - Junjie Wu 002; Hui Xiong 001; Jian Chen 016 (Neurocomputing, 2009)

Object discovery in high-resolution remote sensing images: a semantic perspective. - Dihua Guo; Hui Xiong 001; Vijayalakshmi Atluri; Nabil R. Adam (Knowl. Inf. Syst., 2009)

Characterizing pattern preserving clustering. - Hui Xiong 001; Michael S. Steinbach; Arifin Ruslim; Vipin Kumar 001 (Knowl. Inf. Syst., 2009)

Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization. - Ping Luo 001; Hui Xiong 001; Guoxing Zhan; Junjie Wu 002; Zhongzhi Shi (IEEE Trans. Knowl. Data Eng., 2009)

K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective. - Hui Xiong 001; Junjie Wu 002; Jian Chen 016 (IEEE Trans. Syst. Man Cybern. Part B, 2009)

A Data Distribution View of Clustering Algorithms. - Junjie Wu 002; Jian Chen 016; Hui Xiong 001 (Encyclopedia of Data Warehousing and Mining, 2009)

Pattern Preserving Clustering. - Hui Xiong 001; Michael S. Steinbach; Pang-Ning Tan; Vipin Kumar 001; Wenjun Zhou 001 (Encyclopedia of Data Warehousing and Mining, 2009)

Top-Eye: top-k evolving trajectory outlier detection. - Yong Ge; Hui Xiong 001; Zhi-Hua Zhou; Hasan Timucin Ozdemir; Jannite Yu; Kuo Chu Lee (CIKM, 2010)

Exploiting user interests for collaborative filtering: interests expansion via personalized ranking. - Qi Liu 003; Enhong Chen; Hui Xiong 001; Chris H. Q. Ding (CIKM, 2010)

Collaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification. - Fuzhen Zhuang; Ping Luo 001; Zhiyong Shen; Qing He 003; Yuhong Xiong; Zhongzhi Shi; Hui Xiong 001 (CIKM, 2010)

An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users. - Tengfei Bao; Happia Cao; Enhong Chen; Jilei Tian; Hui Xiong 001 (ICDM, 2010)

Detecting Blackhole and Volcano Patterns in Directed Networks. - Zhongmou Li; Hui Xiong 001; Yanchi Liu; Aoying Zhou (ICDM, 2010)

Understanding of Internal Clustering Validation Measures. - Yanchi Liu; Zhongmou Li; Hui Xiong 001; Xuedong Gao; Junjie Wu 002 (ICDM, 2010)

Performing Joint Learning for Passive Intrusion Detection in Pervasive Wireless Environments. - Jie Yang 003; Yong Ge; Hui Xiong 001; Yingying Chen 001; Hongbo Liu 002 (INFOCOM, 2010)

Direction clustering for characterizing movement patterns. - Wenjun Zhou 001; Hui Xiong 001; Yong Ge; Jannite Yu; Hasan Timucin Ozdemir; Kuo Chu Lee (IRI, 2010)

An energy-efficient mobile recommender system. - Yong Ge; Hui Xiong 001; Alexander Tuzhilin; Keli Xiao; Marco Gruteser; Michael J. Pazzani (KDD, 2010)

Detecting Blackholes and Volcanoes in Directed Networks - Zhongmou Li; Hui Xiong 001; Yanchi Liu (CoRR, 2010)

COG: local decomposition for rare class analysis. - Junjie Wu 002; Hui Xiong 001; Jian Chen 016 (Data Min. Knowl. Discov., 2010)

High-dimensional kNN joins with incremental updates. - Cui Yu; Rui Zhang 003; Yaochun Huang; Hui Xiong 001 (GeoInformatica, 2010)

Validation of overlapping clustering: A random clustering perspective. - Junjie Wu 002; Hua Yuan; Hui Xiong 001; Guoqing Chen (Inf. Sci., 2010)

Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective. - Fuzhen Zhuang; Ping Luo 001; Hui Xiong 001; Yuhong Xiong; Qing He 003; Zhongzhi Shi (IEEE Trans. Knowl. Data Eng., 2010)

Achieving Guaranteed Anonymity in GPS Traces via Uncertainty-Aware Path Cloaking. - Baik Hoh; Marco Gruteser; Hui Xiong 001; Ansaf Alrabady (IEEE Trans. Mob. Comput., 2010)

Towards expert finding by leveraging relevant categories in authority ranking. - Hengshu Zhu; Huanhuan Cao; Hui Xiong 001; Enhong Chen; Jilei Tian (CIKM, 2011)

A Taxi Driving Fraud Detection System. - Yong Ge; Hui Xiong 001; Chuanren Liu; Zhi-Hua Zhou (ICDM, 2011)

Personalized Travel Package Recommendation. - Qi Liu 003; Yong Ge; Zhongmou Li; Enhong Chen; Hui Xiong 001 (ICDM, 2011)

A taxi business intelligence system. - Yong Ge; Chuanren Liu; Hui Xiong 001; Jian Chen 016 (KDD, 2011)

Cost-aware travel tour recommendation. - Yong Ge; Qi Liu 003; Hui Xiong 001; Alexander Tuzhilin; Jian Chen 016 (KDD, 2011)

Enhancing investment decisions in P2P lending: an investor composition perspective. - Chunyu Luo; Hui Xiong 001; Wenjun Zhou 001; Yanhong Guo; Guishi Deng (KDD, 2011)

Collaborative filtering with collective training. - Yong Ge; Hui Xiong 001; Alexander Tuzhilin; Qi Liu 003 (RecSys, 2011)

On multi-type reverse nearest neighbor search. - Xiaobin Ma; Chengyang Zhang; Shashi Shekhar 001; Yan Huang 002; Hui Xiong 001 (Data Knowl. Eng., 2011)

Scaling up top-K cosine similarity search. - Shiwei Zhu; Junjie Wu 002; Hui Xiong 001; Guoping Xia (Data Knowl. Eng., 2011)

A semantic term weighting scheme for text categorization. - Qiming Luo; Enhong Chen; Hui Xiong 001 (Expert Syst. Appl., 2011)

Exploiting probabilistic topic models to improve text categorization under class imbalance. - Enhong Chen; Yanggang Lin; Hui Xiong 001; Qiming Luo; Haiping Ma (Inf. Process. Manag., 2011)

Special issue on "context-aware data mining (CADM)". - Chiara Renso; Vania Bogorny; Hui Xiong 001 (Knowl. Inf. Syst., 2011)

Checkpoint evolution for volatile correlation computing. - Wenjun Zhou 001; Hui Xiong 001 (Mach. Learn., 2011)

Exploiting associations between word clusters and document classes for cross-domain text categorization. - Fuzhen Zhuang; Ping Luo 001; Hui Xiong 001; Qing He 003; Yuhong Xiong; Zhongzhi Shi (Stat. Anal. Data Min., 2011)

Multifocal learning for customer problem analysis. - Yong Ge; Hui Xiong 001; Wenjun Zhou 001; Siming Li; Ramendra K. Sahoo (ACM Trans. Intell. Syst. Technol., 2011)

Exploiting enriched contextual information for mobile app classification. - Hengshu Zhu; Huanhuan Cao; Enhong Chen; Hui Xiong 001; Jilei Tian (CIKM, 2012)

A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces. - Chuanren Liu; Hui Xiong 001; Yong Ge; Wei Geng; Matt Perkins (ICDM, 2012)

Mining Personal Context-Aware Preferences for Mobile Users. - Hengshu Zhu; Enhong Chen; Kuifei Yu; Huanhuan Cao; Hui Xiong 001; Jilei Tian (ICDM, 2012)

BP-growth: Searching Strategies for Efficient Behavior Pattern Mining. - Xueying Li; Huanhuan Cao; Enhong Chen; Hui Xiong 001; Jilei Tian (MDM, 2012)

Influential seed items recommendation. - Qi Liu 003; Biao Xiang; Enhong Chen; Yong Ge; Hui Xiong 001; Tengfei Bao; Yi Zheng (RecSys, 2012)

Which Distance Metric is Right: An Evolutionary K-Means View. - Chuanren Liu; Tianming Hu; Yong Ge; Hui Xiong 001 (SDM, 2012)

Link Graph Analysis for Business Site Selection. - Xiaojun Quan; Liu Wenyin; Wenyu Dou; Hui Xiong 001; Yong Ge (Computer, 2012)

A Social Influence Model Based On Circuit Theory - Biao Xiang; Enhong Chen; Qi Liu 003; Hui Xiong 001; Yu Yang 001; Junyuan Xie (CoRR, 2012)

A Linear Circuit Model For Social Influence - Biao Xiang; Enhong Chen; Hui Xiong 001; Qi Liu 003 (CoRR, 2012)

Mining blackhole and volcano patterns in directed graphs: a general approach. - Zhongmou Li; Hui Xiong 001; Yanchi Liu (Data Min. Knowl. Discov., 2012)

Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning. - Haiping Ma; Enhong Chen; Linli Xu; Hui Xiong 001 (Neurocomputing, 2012)

Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization. - Stephen L. France; J. Douglas Carroll; Hui Xiong 001 (Inf. Sci., 2012)

Stochastic Unsupervised Learning on Unlabeled Data. - Chuanren Liu; Jianjun Xie; Yong Ge; Hui Xiong 001 (ICML Unsupervised and Transfer Learning, 2012)

An unsupervised approach to modeling personalized contexts of mobile users. - Tengfei Bao; Huanhuan Cao; Enhong Chen; Jilei Tian; Hui Xiong 001 (Knowl. Inf. Syst., 2012)

Information propagation in online social networks: a tie-strength perspective. - Jichang Zhao; Junjie Wu 002; Xu Feng; Hui Xiong 001; Ke Xu 001 (Knowl. Inf. Syst., 2012)

A Generalization of Distance Functions for Fuzzy c -Means Clustering With Centroids of Arithmetic Means. - Junjie Wu 002; Hui Xiong 001; Chen Liu; Jian Chen 016 (IEEE Trans. Fuzzy Syst., 2012)

On the Deep Order-Preserving Submatrix Problem: A Best Effort Approach. - Byron J. Gao; Obi L. Griffith; Martin Ester; Hui Xiong 001; Qiang Zhao; Steven J. M. Jones (IEEE Trans. Knowl. Data Eng., 2012)

Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification. - Fuzhen Zhuang; Ping Luo 001; Zhiyong Shen; Qing He 003; Yuhong Xiong; Zhongzhi Shi; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2012)

Erratum to "Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification". - Fuzhen Zhuang; Ping Luo 001; Zhiyong Shen; Qing He 003; Yuhong Xiong; Zhongzhi Shi; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2012)

Detecting and Tracking Topics and Events from Web Search Logs. - Hongyan Liu 002; Jun He 008; Yingqin Gu; Hui Xiong 001; Xiaoyong Du 001 (ACM Trans. Inf. Syst., 2012)

Semantics-Based Automated Service Discovery. - Aabhas V. Paliwal; Basit Shafiq; Jaideep Vaidya; Hui Xiong 001; Nabil R. Adam (IEEE Trans. Serv. Comput., 2012)

Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking. - Qi Liu 003; Enhong Chen; Hui Xiong 001; Chris H. Q. Ding; Jian Chen 016 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Adapting the Right Measures for Pattern Discovery: A Unified View. - Junjie Wu 002; Shiwei Zhu; Hui Xiong 001; Jian Chen 016; Jianming Zhu (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems. - Bin Liu 045; Haifeng Chen; Abhishek B. Sharma; Guofei Jiang; Hui Xiong 001 (IEEE BigData, 2013)

Ranking fraud detection for mobile apps: a holistic view. - Hengshu Zhu; Hui Xiong 001; Yong Ge; Enhong Chen (CIKM, 2013)

A Theoretic Framework of K-Means-Based Consensus Clustering. - Junjie Wu 002; Hongfu Liu 001; Hui Xiong 001; Jie Cao 001 (IJCAI, 2013)

PageRank with Priors: An Influence Propagation Perspective. - Biao Xiang; Qi Liu 003; Enhong Chen; Hui Xiong 001; Yi Zheng; Yu Yang 001 (IJCAI, 2013)

Learning geographical preferences for point-of-interest recommendation. - Bin Liu 045; Yanjie Fu; Zijun Yao 001; Hui Xiong 001 (KDD, 2013)

Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers. - Ruilin Liu; Philippos Mordohai; Wendy Hui Wang; Hui Xiong 001 (SDM, 2013)

Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness. - Bin Liu 045; Hui Xiong 001 (SDM, 2013)

A Survey of Context-Aware Mobile Recommendations. - Qi Liu 003; Haiping Ma; Enhong Chen; Hui Xiong 001 (Int. J. Inf. Technol. Decis. Mak., 2013)

SAIL: Summation-bAsed Incremental Learning for Information-Theoretic Text Clustering. - Jie Cao 001; Zhiang Wu 001; Junjie Wu 002; Hui Xiong 001 (IEEE Trans. Cybern., 2013)

Understanding and Enhancement of Internal Clustering Validation Measures. - Yanchi Liu; Zhongmou Li; Hui Xiong 001; Xuedong Gao; Junjie Wu 002; Sen Wu 001 (IEEE Trans. Cybern., 2013)

Introduction to special section on intelligent mobile knowledge discovery and management systems. - Hui Xiong 001; Shashi Shekhar 001; Alexander Tuzhilin (ACM Trans. Intell. Syst. Technol., 2013)

Ranking Metric Anomaly in Invariant Networks. - Yong Ge; Guofei Jiang; Min Ding; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2013)

The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining. - Byron J. Gao; Martin Ester; Hui Xiong 001; Jin-Yi Cai; Oliver Schulte (IEEE Trans. Knowl. Data Eng., 2013)

Predicting the Popularity of Online Serials with Autoregressive Models. - Biao Chang; Hengshu Zhu; Yong Ge; Enhong Chen; Hui Xiong 001; Chang Tan (CIKM, 2014)

Multi-task Multi-view Learning for Heterogeneous Tasks. - Xin Jin 004; Fuzhen Zhuang; Hui Xiong 001; Changying Du; Ping Luo 001; Qing He 003 (CIKM, 2014)

Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach. - Qi Liu 003; Biao Xiang; Enhong Chen; Hui Xiong 001; Fangshuang Tang; Jeffrey Xu Yu (CIKM, 2014)

Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors. - Yanjie Fu; Yong Ge; Yu Zheng 004; Zijun Yao 001; Yanchi Liu; Hui Xiong 001; Jing Yuan 007 (ICDM, 2014)

Technology Prospecting for High Tech Companies through Patent Mining. - Bo Jin 001; Yong Ge; Hengshu Zhu; Li Guo 008; Hui Xiong 001; Chao Zhang (ICDM, 2014)

Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective. - Qi Liu 003; Zheng Dong; Chuanren Liu; Xing Xie 001; Enhong Chen; Hui Xiong 001 (ICDM, 2014)

Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns. - Guannan Liu; Yanjie Fu; Tong Xu 001; Hui Xiong 001; Guoqing Chen (ICDM, 2014)

Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. - Yanchi Liu; Chuanren Liu; Nicholas Jing Yuan; Lian Duan; Yanjie Fu; Hui Xiong 001; Songhua Xu; Junjie Wu 002 (ICDM, 2014)

Sequential Pattern Analysis with Right Granularity. - Chuanren Liu; Kai Zhang 001; Hui Xiong 001 (ICDM Workshops, 2014)

Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval. - Liang Wu 011; Liang Du 003; Bo Liu 004; Guandong Xu; Yong Ge; Yanjie Fu; Jianhui Li; Yuanchun Zhou; Hui Xiong 001 (ICDM, 2014)

Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering. - Yanjie Fu; Hui Xiong 001; Yong Ge; Zijun Yao 001; Yu Zheng 004; Zhi-Hua Zhou (KDD, 2014)

Proactive workflow modeling by stochastic processes with application to healthcare operation and management. - Chuanren Liu; Yong Ge; Hui Xiong 001; Keli Xiao; Wei Geng; Matt Perkins (KDD, 2014)

Temporal skeletonization on sequential data: patterns, categorization, and visualization. - Chuanren Liu; Kai Zhang 001; Hui Xiong 001; Geoff Jiang; Qiang Yang 001 (KDD, 2014)

A cost-effective recommender system for taxi drivers. - Meng Qu; Hengshu Zhu; Junming Liu; Guannan Liu; Hui Xiong 001 (KDD, 2014)

Mobile app recommendations with security and privacy awareness. - Hengshu Zhu; Hui Xiong 001; Yong Ge; Enhong Chen (KDD, 2014)

Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach. - Chuanren Liu; Tianming Hu; Yong Ge; Hui Xiong 001 (PAKDD (2), 2014)

User Preference Learning with Multiple Information Fusion for Restaurant Recommendation. - Yanjie Fu; Bin Liu 045; Yong Ge; Zijun Yao 001; Hui Xiong 001 (SDM, 2014)

High-dimensional clustering: a clique-based hypergraph partitioning framework. - Tianming Hu; Chuanren Liu; Yong Tang 001; Jing Sun 002; Hui Xiong 001; Sam Yuan Sung (Knowl. Inf. Syst., 2014)

Learning to annotate via social interaction analytics. - Tong Xu 001; Hengshu Zhu; Enhong Chen; Baoxing Huai; Hui Xiong 001; Jilei Tian (Knowl. Inf. Syst., 2014)

Triplex Transfer Learning: Exploiting Both Shared and Distinct Concepts for Text Classification. - Fuzhen Zhuang; Ping Luo 001; Changying Du; Qing He 003; Zhongzhi Shi; Hui Xiong 001 (IEEE Trans. Cybern., 2014)

Object-Oriented Travel Package Recommendation. - Chang Tan; Qi Liu 003; Enhong Chen; Hui Xiong 001; Xiang Wu (ACM Trans. Intell. Syst. Technol., 2014)

Mining Mobile User Preferences for Personalized Context-Aware Recommendation. - Hengshu Zhu; Enhong Chen; Hui Xiong 001; Kuifei Yu; Huanhuan Cao; Jilei Tian (ACM Trans. Intell. Syst. Technol., 2014)

Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach. - Baoxing Huai; Enhong Chen; Hengshu Zhu; Hui Xiong 001; Tengfei Bao; Qi Liu 003; Jilei Tian (ACM Trans. Knowl. Discov. Data, 2014)

A Cocktail Approach for Travel Package Recommendation. - Qi Liu 003; Enhong Chen; Hui Xiong 001; Yong Ge; Zhongmou Li; Xiang Wu (IEEE Trans. Knowl. Data Eng., 2014)

Mobile App Classification with Enriched Contextual Information. - Hengshu Zhu; Enhong Chen; Hui Xiong 001; Huanhuan Cao; Jilei Tian (IEEE Trans. Mob. Comput., 2014)

Cost-Aware Collaborative Filtering for Travel Tour Recommendations. - Yong Ge; Hui Xiong 001; Alexander Tuzhilin; Qi Liu 003 (ACM Trans. Inf. Syst., 2014)

Topic formation and development: a core-group evolving process. - Tieyun Qian; Qing Li 001; Bing Liu 001; Hui Xiong 001; Jaideep Srivastava; Phillip C.-Y. Sheu (World Wide Web, 2014)

Ranking user authority with relevant knowledge categories for expert finding. - Hengshu Zhu; Enhong Chen; Hui Xiong 001; Huanhuan Cao; Jilei Tian (World Wide Web, 2014)

Mining Blackhole and Volcano Patterns for Fraud Detection. - Zhongmou Li; Hui Xiong 001 (Encyclopedia of Social Network Analysis and Mining, 2014)

Understanding and modelling information dissemination patterns in vehicle-to-vehicle networks. - Jiaxin Ding 001; Jie Gao 001; Hui Xiong 001 (SIGSPATIAL/GIS, 2015)

Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection. - Yanjie Fu; Hui Xiong 001 (ICDM Workshops, 2015)

A Discovery System for Finding High-Value Homes. - Yanjie Fu; Hui Xiong 001 (ICDM Workshops, 2015)

Discovery of College Students in Financial Hardship. - Chu Guan; Xinjiang Lu; Xiaolin Li; Enhong Chen; Wenjun Zhou 001; Hui Xiong 001 (ICDM, 2015)

Station Site Optimization in Bike Sharing Systems. - Junming Liu; Qiao Li; Meng Qu; Weiwei Chen 003; Jingyuan Yang 001; Hui Xiong 001; Hao Zhong 002; Yanjie Fu (ICDM, 2015)

Mining Indecisiveness in Customer Behaviors. - Qi Liu 003; Xianyu Zeng; Chuanren Liu; Hengshu Zhu; Enhong Chen; Hui Xiong 001; Xing Xie 001 (ICDM, 2015)

The Impact of Patent Activities on Stock Dynamics in the High-Tech Sector. - Constantine Alexander Vitt; Hui Xiong 001 (ICDM, 2015)

Learning Career Mobility and Human Activity Patterns for Job Change Analysis. - Huang Xu 001; Zhiwen Yu 001; Hui Xiong 001; Bin Guo 001; Hengshu Zhu (ICDM, 2015)

Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations. - Jingyuan Yang 001; Chuanren Liu; Mingfei Teng; Hui Xiong 001; March Liao; Vivian Zhu (ICDM, 2015)

Representation Learning via Semi-Supervised Autoencoder for Multi-task Learning. - Fuzhen Zhuang; Dan Luo; Xin Jin 004; Hui Xiong 001; Ping Luo 001; Qing He 003 (ICDM, 2015)

Real Estate Ranking via Mixed Land-use Latent Models. - Yanjie Fu; Guannan Liu; Spiros Papadimitriou; Hui Xiong 001; Yong Ge; Hengshu Zhu; Chen Zhu 003 (KDD, 2015)

Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. - Chuanren Liu; Fei Wang 001; Jianying Hu; Hui Xiong 001 (KDD, 2015)

Exploring the Impact of Dynamic Mutual Influence on Social Event Participation. - Tong Xu 001; Hao Zhong 002; Hengshu Zhu; Hui Xiong 001; Enhong Chen; Guannan Liu (SDM, 2015)

Convex Matrix Completion: A Trace-Ball Optimization Perspective. - Guangxiang Zeng; Ping Luo 001; Enhong Chen; Hui Xiong 001; Hengshu Zhu; Qi Liu 003 (SDM, 2015)

Multi-source Information Fusion for Personalized Restaurant Recommendation. - Jing Sun 008; Yun Xiong; Yangyong Zhu; Junming Liu; Chu Guan; Hui Xiong 001 (SIGIR, 2015)

Personalized Mobile App Recommendation: Reconciling App Functionality and User Privacy Preference. - Bin Liu 045; Deguang Kong; Lei Cen; Neil Zhenqiang Gong; Hongxia Jin; Hui Xiong 001 (WSDM, 2015)

Remix in 3D Printing: What your Sources say About You. - Spiros E. Papadimitriou; Evangelos E. Papalexakis; Bin Liu 045; Hui Xiong 001 (WWW (Companion Volume), 2015)

Popularity Modeling for Mobile Apps: A Sequential Approach. - Hengshu Zhu; Chuanren Liu; Yong Ge; Hui Xiong 001; Enhong Chen (IEEE Trans. Cybern., 2015)

Occupancy-Based Frequent Pattern Mining*. - Lei Zhang 060; Ping Luo 001; Linpeng Tang; Enhong Chen; Qi Liu 003; Min Wang 001; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2015)

A General Geographical Probabilistic Factor Model for Point of Interest Recommendation. - Bin Liu 045; Hui Xiong 001; Spiros Papadimitriou; Yanjie Fu; Zijun Yao 001 (IEEE Trans. Knowl. Data Eng., 2015)

K-Means-Based Consensus Clustering: A Unified View. - Junjie Wu 002; Hongfu Liu 001; Hui Xiong 001; Jie Cao 001; Jian Chen 016 (IEEE Trans. Knowl. Data Eng., 2015)

Discovering Urban Functional ZonesUsing Latent Activity Trajectories. - Nicholas Jing Yuan; Yu Zheng 004; Xing Xie 001; Yingzi Wang; Kai Zheng 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2015)

Discovery of Ranking Fraud for Mobile Apps. - Hengshu Zhu; Hui Xiong 001; Yong Ge; Enhong Chen (IEEE Trans. Knowl. Data Eng., 2015)

An Adaptive Framework Coping with Dynamic Target Speed for Device-Free Passive Localization. - Xiuyuan Zheng; Jie Yang 003; Yingying Chen 001; Hui Xiong 001 (IEEE Trans. Mob. Comput., 2015)

Locating targets through mention in Twitter. - Liyang Tang; Zhiwei Ni; Hui Xiong 001; Hengshu Zhu (World Wide Web, 2015)

Buyer targeting optimization: A unified customer segmentation perspective. - Jingyuan Yang 001; Chuanren Liu; Mingfei Teng; March Liao; Hui Xiong 001 (IEEE BigData, 2016)

Ensemble of Anchor Adapters for Transfer Learning. - Fuzhen Zhuang; Ping Luo 001; Sinno Jialin Pan; Hui Xiong 001; Qing He 003 (CIKM, 2016)

Characterizing the life cycle of point of interests using human mobility patterns. - Xinjiang Lu; Zhiwen Yu 001; Leilei Sun; Chuanren Liu; Hui Xiong 001; Chu Guan (UbiComp, 2016)

Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective. - Yanjie Fu; Junming Liu; Xiaolin Li; Xinjiang Lu; Jingci Ming; Chu Guan; Hui Xiong 001 (ICDM, 2016)

Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation. - Defu Lian; Yuyang Ye 002; Wenya Zhu; Qi Liu 003; Xing Xie 001; Hui Xiong 001 (ICDM, 2016)

POI Recommendation: A Temporal Matching between POI Popularity and User Regularity. - Zijun Yao 001; Yanjie Fu; Bin Liu 045; Yanchi Liu; Hui Xiong 001 (ICDM, 2016)

To be or Not to be Friends: Exploiting Social Ties for Venture Investments. - Hao Zhong 002; Chuanren Liu; Xinjiang Lu; Hui Xiong 001 (ICDM, 2016)

Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback. - Defu Lian; Yong Ge; Nicholas Jing Yuan; Xing Xie 001; Hui Xiong 001 (IJCAI, 2016)

Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. - Bowen Du 001; Chuanren Liu; Wenjun Zhou 001; Zhenshan Hou; Hui Xiong 001 (KDD, 2016)

Unified Point-of-Interest Recommendation with Temporal Interval Assessment. - Yanchi Liu; Chuanren Liu; Bin Liu 045; Meng Qu; Hui Xiong 001 (KDD, 2016)

Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization. - Junming Liu; Leilei Sun; Weiwei Chen 003; Hui Xiong 001 (KDD, 2016)

Data-driven Automatic Treatment Regimen Development and Recommendation. - Leilei Sun; Chuanren Liu; Chonghui Guo; Hui Xiong 001; Yanming Xie (KDD, 2016)

Talent Circle Detection in Job Transition Networks. - Huang Xu 001; Zhiwen Yu 001; Jingyuan Yang 001; Hui Xiong 001; Hengshu Zhu (KDD, 2016)

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective. - Tong Xu 001; Hengshu Zhu; Xiangyu Zhao 001; Qi Liu 003; Hao Zhong 002; Enhong Chen; Hui Xiong 001 (KDD, 2016)

Days on Market: Measuring Liquidity in Real Estate Markets. - Hengshu Zhu; Hui Xiong 001; Fangshuang Tang; Qi Liu 003; Yong Ge; Enhong Chen; Yanjie Fu (KDD, 2016)

Recruitment Market Trend Analysis with Sequential Latent Variable Models. - Chen Zhu 003; Hengshu Zhu; Hui Xiong 001; Pengliang Ding; Fang Xie (KDD, 2016)

Topic Modeling of Short Texts: A Pseudo-Document View. - Yuan Zuo; Junjie Wu 002; Hui Zhang 028; Hao Lin 002; Fei Wang 001; Ke Xu 001; Hui Xiong 001 (KDD, 2016)

Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model. - Chu Guan; Yanjie Fu; Xinjiang Lu; Hui Xiong 001; Enhong Chen; Yingling Liu (SDM, 2016)

The Impact of Community Safety on House Ranking. - Zijun Yao 001; Yanjie Fu; Bin Liu 045; Hui Xiong 001 (SDM, 2016)

Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling. - Kai Zhang 001; Chuanren Liu; Jie Zhang 012; Hui Xiong 001; Eric P. Xing; Jieping Ye (CoRR, 2016)

Special Issue Editorial. - X. Sean Wang; Xiaoyong Du 001; Hui Xiong 001 (Data Sci. Eng., 2016)

Fused latent models for assessing product return propensity in online commerce. - Yanjie Fu; Guannan Liu; Spiros Papadimitriou; Hui Xiong 001; Xiaolin Li; Guoqing Chen (Decis. Support Syst., 2016)

Instance-based credit risk assessment for investment decisions in P2P lending. - Yanhong Guo; Wenjun Zhou 001; Chunyu Luo; Chuanren Liu; Hui Xiong 001 (Eur. J. Oper. Res., 2016)

SocoTraveler: Travel-package recommendations leveraging social influence of different relationship types. - Jiangning He; Hongyan Liu 002; Hui Xiong 001 (Inf. Manag., 2016)

Tracking the evolution of social emotions with topic models. - Chen Zhu 003; Hengshu Zhu; Yong Ge; Enhong Chen; Qi Liu 003; Tong Xu 001; Hui Xiong 001 (Knowl. Inf. Syst., 2016)

Modeling of Geographic Dependencies for Real Estate Ranking. - Yanjie Fu; Hui Xiong 001; Yong Ge; Yu Zheng 004; Zijun Yao 001; Zhi-Hua Zhou (ACM Trans. Knowl. Discov. Data, 2016)

Structural Analysis of User Choices for Mobile App Recommendation. - Bin Liu 045; Yao Wu; Neil Zhenqiang Gong; Junjie Wu 002; Hui Xiong 001; Martin Ester (ACM Trans. Knowl. Discov. Data, 2016)

Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization. - Chuanren Liu; Kai Zhang 001; Hui Xiong 001; Guofei Jiang; Qiang Yang 001 (IEEE Trans. Knowl. Data Eng., 2016)

Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps. - Yanjie Fu; Hui Xiong 001; Xinjiang Lu; Jin Yang; Can Chen (IEEE Trans. Mob. Comput., 2016)

Collaborative Company Profiling: Insights from an Employee's Perspective. - Hao Lin 002; Hengshu Zhu; Yuan Zuo; Chen Zhu 003; Junjie Wu 002; Hui Xiong 001 (AAAI, 2017)

Forecasting the rise and fall of volatile point-of-interests. - Xinjiang Lu; Zhiwen Yu 001; Chuanren Liu; Yanchi Liu; Hui Xiong 001; Bin Guo 001 (IEEE BigData, 2017)

Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks. - Can Chen; Junming Liu; Qiao Li; Yijun Wang 002; Hui Xiong 001; Shanshan Wu (ICDM, 2017)

An Automatic Approach for Transit Advertising in Public Transportation Systems. - Chen Zhang 003; Hao Wang 005; Hui Xiong 001 (ICDM, 2017)

Exploiting Hierarchical Structures for POI Recommendation. - Pengpeng Zhao 001; Xiefeng Xu; Yanchi Liu; Ziting Zhou; Kai Zheng 001; Victor S. Sheng; Hui Xiong 001 (ICDM, 2017)

REMIX: Automated Exploration for Interactive Outlier Detection. - Yanjie Fu; Charu C. Aggarwal; Srinivasan Parthasarathy 002; Deepak S. Turaga; Hui Xiong 001 (KDD, 2017)

Prospecting the Career Development of Talents: A Survival Analysis Perspective. - Huayu Li; Yong Ge; Hengshu Zhu; Hui Xiong 001; Hongke Zhao (KDD, 2017)

Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams. - Junming Liu; Yanjie Fu; Jingci Ming; Yong Ren; Leilei Sun; Hui Xiong 001 (KDD, 2017)

Point-of-Interest Demand Modeling with Human Mobility Patterns. - Yanchi Liu; Chuanren Liu; Xinjiang Lu; Mingfei Teng; Hengshu Zhu; Hui Xiong 001 (KDD, 2017)

Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion. - Junming Liu; Leilei Sun; Qiao Li; Jingci Ming; Yanchi Liu; Hui Xiong 001 (KDD, 2017)

A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users. - Hao Wang 005; Yanmei Fu; Qinyong Wang; Hongzhi Yin; Changying Du; Hui Xiong 001 (KDD, 2017)

A Data-driven Process Recommender Framework. - Sen Yang 002; Xin Dong 010; Leilei Sun; Yichen Zhou; Richard A. Farneth; Hui Xiong 001; Randall S. Burd; Ivan Marsic (KDD, 2017)

Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling. - Kai Zhang 001; Chuanren Liu; Jie Zhang 012; Hui Xiong 001; Eric P. Xing; Jieping Ye (KDD, 2017)

Discovery of Jump Breaks in Joint Volatility for Volume and Price of High-Frequency Trading Data in China. - Xiao-Wei Ai; Tianming Hu; Gong-Ping Bi; Cheng-Feng Lei; Hui Xiong 001 (KSEM, 2017)

Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation. - Pengpeng Zhao 001; Xiefeng Xu; Yanchi Liu; Victor S. Sheng; Kai Zheng 001; Hui Xiong 001 (ACM Multimedia, 2017)

Learning to Recommend Accurate and Diverse Items. - Peizhe Cheng; Shuaiqiang Wang; Jun Ma 001; Jiankai Sun; Hui Xiong 001 (WWW, 2017)

Discovery of Evolving Semantics through Dynamic Word Embedding Learning. - Zijun Yao 001; Yifan Sun 001; Weicong Ding; Nikhil Rao 001; Hui Xiong 001 (CoRR, 2017)

Efficient karaoke song recommendation via multiple kernel learning approximation. - Chu Guan; Yanjie Fu; Xinjiang Lu; Enhong Chen; Xiaolin Li; Hui Xiong 001 (Neurocomputing, 2017)

Intelligent bus routing with heterogeneous human mobility patterns. - Yanchi Liu; Chuanren Liu; Nicholas Jing Yuan; Lian Duan; Yanjie Fu; Hui Xiong 001; Songhua Xu; Junjie Wu 002 (Knowl. Inf. Syst., 2017)

Fast affinity propagation clustering based on incomplete similarity matrix. - Leilei Sun; Chonghui Guo; Chuanren Liu; Hui Xiong 001 (Knowl. Inf. Syst., 2017)

Modeling Buying Motives for Personalized Product Bundle Recommendation. - Guannan Liu; Yanjie Fu; Guoqing Chen; Hui Xiong 001; Can Chen (ACM Trans. Knowl. Discov. Data, 2017)

An Influence Propagation View of PageRank. - Qi Liu 003; Biao Xiang; Nicholas Jing Yuan; Enhong Chen; Hui Xiong 001; Yi Zheng; Yu Yang 001 (ACM Trans. Knowl. Discov. Data, 2017)

A Proactive Workflow Model for Healthcare Operation and Management. - Chuanren Liu; Hui Xiong 001; Spiros Papadimitriou; Yong Ge; Keli Xiao (IEEE Trans. Knowl. Data Eng., 2017)

A Unified Framework for Metric Transfer Learning. - Yonghui Xu; Sinno Jialin Pan; Hui Xiong 001; Qingyao Wu; Ronghua Luo; Huaqing Min; Hengjie Song (IEEE Trans. Knowl. Data Eng., 2017)

Discerning individual interests and shared interests for social user profiling. - Enhong Chen; Guangxiang Zeng; Ping Luo 001; Hengshu Zhu; Jilei Tian; Hui Xiong 001 (World Wide Web, 2017)

Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach. - Tong Xu 001; Hengshu Zhu; Chen Zhu 003; Pan Li 007; Hui Xiong 001 (AAAI, 2018)

Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach. - Qingxin Meng 002; Hengshu Zhu; Keli Xiao; Hui Xiong 001 (ICDM, 2018)

Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction. - Yanan Wang 004; Qi Liu 003; Chuan Qin 002; Tong Xu 001; Yijun Wang 002; Enhong Chen; Hui Xiong 001 (ICDM, 2018)

Exploiting the Sentimental Bias between Ratings and Reviews for Enhancing Recommendation. - Yuanbo Xu; Yongjian Yang 001; Jiayu Han; En Wang; Fuzhen Zhuang; Hui Xiong 001 (ICDM, 2018)

An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. - Fei Yi; Zhiwen Yu 001; Fuzhen Zhuang; Xiao Zhang 015; Hui Xiong 001 (ICDM, 2018)

A Joint Learning Approach to Intelligent Job Interview Assessment. - Dazhong Shen; Hengshu Zhu; Chen Zhu 003; Tong Xu 001; Chao Ma 022; Hui Xiong 001 (IJCAI, 2018)

Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective. - Huang Xu 001; Zhiwen Yu 001; Bin Guo 001; Mingfei Teng; Hui Xiong 001 (IJCAI, 2018)

Representing Urban Functions through Zone Embedding with Human Mobility Patterns. - Zijun Yao 001; Yanjie Fu; Bin Liu 045; Wangsu Hu; Hui Xiong 001 (IJCAI, 2018)

Sequential Recommender System based on Hierarchical Attention Networks. - Haochao Ying; Fuzhen Zhuang; Fuzheng Zhang; Yanchi Liu; Guandong Xu; Xing Xie 001; Hui Xiong 001; Jian Wu 001 (IJCAI, 2018)

Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning. - Xiao Zhang 015; Wenzhong Li; Vu Nguyen 001; Fuzhen Zhuang; Hui Xiong 001; Sanglu Lu (IJCAI, 2018)

Intent-Aware Audience Targeting for Ride-Hailing Service. - Yuan Xia; Jingbo Zhou; Jingjia Cao; Yanyan Li; Fei Gao; Kun Liu; Haishan Wu; Hui Xiong 001 (ECML/PKDD (3), 2018)

Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach. - Chuan Qin 002; Hengshu Zhu; Tong Xu 001; Chen Zhu 003; Liang Jiang; Enhong Chen; Hui Xiong 001 (SIGIR, 2018)

Dynamic Word Embeddings for Evolving Semantic Discovery. - Zijun Yao 001; Yifan Sun 001; Weicong Ding; Nikhil Rao 001; Hui Xiong 001 (WSDM, 2018)

Which startup to invest in: a personalized portfolio strategy. - Hao Zhong 002; Chuanren Liu; Junwei Zhong; Hui Xiong 001 (Ann. Oper. Res., 2018)

SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations. - Bowen Du 001; Yifeng Cui; Yanjie Fu; Runxing Zhong; Hui Xiong 001 (ACM Trans. Intell. Syst. Technol., 2018)

A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis. - Yanjie Fu; Junming Liu; Xiaolin Li; Hui Xiong 001 (ACM Trans. Intell. Syst. Technol., 2018)

Personalized Air Travel Prediction: A Multi-factor Perspective. - Jie Liu 007; Bin Liu 045; Yanchi Liu; Huipeng Chen; Lina Feng; Hui Xiong 001; Yalou Huang (ACM Trans. Intell. Syst. Technol., 2018)

A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation. - Jingyuan Yang 001; Chuanren Liu; Mingfei Teng; Ji Chen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2018)

Paradoxical Correlation Pattern Mining. - Wenjun Zhou 001; Hui Xiong 001; Lian Duan; Keli Xiao; Robert W. Mee (IEEE Trans. Knowl. Data Eng., 2018)

Price Shock Detection With an Influence-Based Model of Social Attention. - Keli Xiao; Qi Liu 003; Chuanren Liu; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2018)

Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning. - Chen Zhu 003; Hengshu Zhu; Hui Xiong 001; Chao Ma 022; Fang Xie; Pengliang Ding; Pan Li 007 (ACM Trans. Manag. Inf. Syst., 2018)

Mining Blackhole and Volcano Patterns for Fraud Detection. - Zhongmou Li; Hui Xiong 001 (Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018)

Joint Representation Learning for Multi-Modal Transportation Recommendation. - Hao Liu 026; Ting Li; Renjun Hu; Yanjie Fu; Jingjing Gu; Hui Xiong 001 (AAAI, 2019)

Exploiting the Contagious Effect for Employee Turnover Prediction. - Mingfei Teng; Hengshu Zhu; Chuanren Liu; Chen Zhu 003; Hui Xiong 001 (AAAI, 2019)

Modelling of Bi-Directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-In Identification. - Dongbo Xi; Fuzhen Zhuang; Yanchi Liu; Jingjing Gu; Hui Xiong 001; Qing He 003 (AAAI, 2019)

Hierarchical Demand Forecasting for Factory Production of Perishable Goods. - Can Chen; Yijun Wang 002; Guoan Huang; Hui Xiong 001 (IEEE BigData, 2019)

Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning. - Denghui Zhang; Junming Liu; Hengshu Zhu; Yanchi Liu; Lichen Wang; Pengyang Wang; Hui Xiong 001 (CIKM, 2019)

An Integrated Multimodal Attention-Based Approach for Bank Stress Test Prediction. - Farid Razzak; Fei Yi; Yang Yang 074; Hui Xiong 001 (ICDM, 2019)

Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach. - Yuyang Ye 002; Hengshu Zhu; Tong Xu 001; Fuzhen Zhuang; Runlong Yu; Hui Xiong 001 (ICDM, 2019)

Aftershock Detection with Multi-scale Description Based Neural Network. - Qi Zhang 053; Tong Xu 001; Hengshu Zhu; Lifu Zhang; Hui Xiong 001; Enhong Chen; Qi Liu 003 (ICDM, 2019)

Trend-Aware Tensor Factorization for Job Skill Demand Analysis. - Xunxian Wu; Tong Xu 001; Hengshu Zhu; Le Zhang 010; Enhong Chen; Hui Xiong 001 (IJCAI, 2019)

Comprehensive Semi-Supervised Multi-Modal Learning. - Yang Yang 074; Ke-Tao Wang; De-Chuan Zhan; Hui Xiong 001; Yuan Jiang 001 (IJCAI, 2019)

Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System. - Hao Liu 026; Yongxin Tong; Panpan Zhang; Xinjiang Lu; Jianguo Duan; Hui Xiong 001 (KDD, 2019)

A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction. - Qingxin Meng 002; Hengshu Zhu; Keli Xiao; Le Zhang 010; Hui Xiong 001 (KDD, 2019)

DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview. - Chuan Qin 002; Hengshu Zhu; Chen Zhu 003; Tong Xu 001; Fuzhen Zhuang; Chao Ma 022; Jingshuai Zhang; Hui Xiong 001 (KDD, 2019)

The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach. - Ying Sun 006; Fuzhen Zhuang; Hengshu Zhu; Xin Song; Qing He 003; Hui Xiong 001 (KDD, 2019)

Adversarial Substructured Representation Learning for Mobile User Profiling. - Pengyang Wang; Yanjie Fu; Hui Xiong 001; Xiaolin Li (KDD, 2019)

Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability. - Yang Yang 074; Da-Wei Zhou 001; De-Chuan Zhan; Hui Xiong 001; Yuan Jiang 001 (KDD, 2019)

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. - Junchen Ye; Leilei Sun; Bowen Du 001; Yanjie Fu; Xinran Tong; Hui Xiong 001 (KDD, 2019)

Multiple Relational Attention Network for Multi-task Learning. - Jiejie Zhao; Bowen Du 001; Leilei Sun; Fuzhen Zhuang; Weifeng Lv; Hui Xiong 001 (KDD, 2019)

A Collaborative Learning Framework to Tag Refinement for Points of Interest. - Jingbo Zhou; Shan Gou; Renjun Hu; Dongxiang Zhang; Jin Xu 010; Airong Jiang; Ying Li; Hui Xiong 001 (KDD, 2019)

Inferring Mood Instability via Smartphone Sensing: A Multi-View Learning Approach. - Xiao Zhang 015; Fuzhen Zhuang; Wenzhong Li; Haochao Ying; Hui Xiong 001; Sanglu Lu (ACM Multimedia, 2019)

Recurrent Convolutional Neural Network for Sequential Recommendation. - Chengfeng Xu; Pengpeng Zhao 001; Yanchi Liu; Jiajie Xu 001; Victor S. Sheng; Zhiming Cui; Xiaofang Zhou 001; Hui Xiong 001 (WWW, 2019)

Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model? - Le Zhang 010; Hengshu Zhu; Tong Xu 001; Chen Zhu 003; Chuan Qin 002; Hui Xiong 001; Enhong Chen (WWW, 2019)

Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation. - Jian Liu 001; Pengpeng Zhao 001; Yanchi Liu; Victor S. Sheng; Fuzhen Zhuang; Jiajie Xu 001; Xiaofang Zhou 001; Hui Xiong 001 (CoRR, 2019)

STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control. - Yanan Wang 004; Tong Xu 001; Xin Niu; Chang Tan; Enhong Chen; Hui Xiong 001 (CoRR, 2019)

Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest. - Dazhong Shen; Qi Zhang 053; Tong Xu 001; Hengshu Zhu; Wenjia Zhao; Zikai Yin; Peilun Zhou; Lihua Fang; Enhong Chen; Hui Xiong 001 (CoRR, 2019)

Exploiting intra-day patterns for market shock prediction: A machine learning approach. - Jinwen Sun; Keli Xiao; Chuanren Liu; Wenjun Zhou 001; Hui Xiong 001 (Expert Syst. Appl., 2019)

Transit Pattern Detection Using Tensor Factorization. - Bowen Du 001; Wenjun Zhou 001; Chuanren Liu; Yifeng Cui; Hui Xiong 001 (INFORMS J. Comput., 2019)

Knowledge triple mining via multi-task learning. - Zhao Zhang 011; Fuzhen Zhuang; Xuebing Li; Zheng-Yu Niu; Jia He 001; Qing He 003; Hui Xiong 001 (Inf. Syst., 2019)

Unsupervised EEG feature extraction based on echo state network. - Leilei Sun; Bo Jin 001; Haoyu Yang; Jianing Tong; Chuanren Liu; Hui Xiong 001 (Inf. Sci., 2019)

Slanderous user detection with modified recurrent neural networks in recommender system. - Yuanbo Xu; Yongjian Yang 001; Jiayu Han; En Wang; Jingci Ming; Hui Xiong 001 (Inf. Sci., 2019)

NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks. - Yuanbo Xu; Yongjian Yang 001; Jiayu Han; En Wang; Fuzhen Zhuang; Jingyuan Yang 001; Hui Xiong 001 (Neural Networks, 2019)

An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications. - Xi Zhang 009; Xianhai Wang; Hongke Zhao; Patricia Ordóñez de Pablos; Yongqiang Sun; Hui Xiong 001 (Scientometrics, 2019)

Detecting Pickpocket Suspects from Large-Scale Public Transit Records. - Bowen Du 001; Chuanren Liu; Wenjun Zhou 001; Zhenshan Hou; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2019)

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. - Yanjie Fu; Guannan Liu; Yong Ge; Pengyang Wang; Hengshu Zhu; Chunxiao Li 003; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2019)

Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling. - Huang Xu 001; Zhiwen Yu 001; Jingyuan Yang 001; Hui Xiong 001; Hengshu Zhu (IEEE Trans. Knowl. Data Eng., 2019)

Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation. - Tong Xu 001; Hengshu Zhu; Hao Zhong 002; Guannan Liu; Hui Xiong 001; Enhong Chen (IEEE Trans. Knowl. Data Eng., 2019)

Time-aware metric embedding with asymmetric projection for successive POI recommendation. - Haochao Ying; Jian Wu 001; Guandong Xu; Yanchi Liu; Tingting Liang; Xiao Zhang 015; Hui Xiong 001 (World Wide Web, 2019)

SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback. - Chao Wang 086; Hengshu Zhu; Chen Zhu 003; Chuan Qin 002; Hui Xiong 001 (AAAI, 2020)

Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction. - Weijia Zhang 003; Hao Liu 026; Yanchi Liu; Jingbo Zhou; Hui Xiong 001 (AAAI, 2020)

Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion. - Zhao Zhang 011; Fuzhen Zhuang; Hengshu Zhu; Zhi-Ping Shi 002; Hui Xiong 001; Qing He 003 (AAAI, 2020)

Message from the General Chairs of DSC 2020. - Qing Li 001; M. Tamer Özsu; Hui Xiong 001 (DSC, 2020)

Joint Intent Detection and Entity Linking on Spatial Domain Queries. - Lei Zhang 060; Runze Wang; Jingbo Zhou; Jingsong Yu; Zhenhua Ling; Hui Xiong 001 (EMNLP (Findings), 2020)

Developing Fairness Rules for Talent Intelligence Management System. - Xi Zhang 009; Yuqing Zhao; Xinlin Tang; Hengshu Zhu; Hui Xiong 001 (HICSS, 2020)

Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks. - Jilin Hu; Bin Yang 002; Chenjuan Guo; Christian S. Jensen; Hui Xiong 001 (ICDE, 2020)

An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data. - Jin Xu 010; Jingbo Zhou; Yongpo Jia; Jian Li 015; Hui Xiong 001 (ICDE, 2020)

Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling. - Mu Yuan; Lan Zhang 002; Xiang-Yang Li 001; Hui Xiong 001 (ICDE, 2020)

T2-Net: A Semi-supervised Deep Model for Turbulence Forecasting. - Denghui Zhang; Yanchi Liu; Wei Cheng 002; Bo Zong; Jingchao Ni; Zhengzhang Chen; Haifeng Chen; Hui Xiong 001 (ICDM, 2020)

Why We Go Where We Go: Profiling User Decisions on Choosing POIs. - Renjun Hu; Xinjiang Lu; Chuanren Liu; Yanyan Li; Hao Liu 026; Jingjing Gu; Shuai Ma 001; Hui Xiong 001 (IJCAI, 2020)

Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network. - Le Dai; Yu Yin 002; Chuan Qin 002; Tong Xu 001; Xiangnan He 001; Enhong Chen; Hui Xiong 001 (KDD, 2020)

Competitive Analysis for Points of Interest. - Shuangli Li; Jingbo Zhou; Tong Xu 001; Hao Liu 026; Xinjiang Lu; Hui Xiong 001 (KDD, 2020)

Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. - Hao Liu 026; Ying Li; Yanjie Fu; Huaibo Mei; Jingbo Zhou; Xu Ma; Hui Xiong 001 (KDD, 2020)

Predicting Temporal Sets with Deep Neural Networks. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (KDD, 2020)

Geodemographic Influence Maximization. - Kaichen Zhang; Jingbo Zhou; Donglai Tao; Panagiotis Karras; Qing Li 001; Hui Xiong 001 (KDD, 2020)

Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning. - Jingbo Zhou; Zhenwei Tang; Min Zhao; Xiang Ge; Fuzhen Zhuang; Meng Zhou; Liming Zou; Chenglei Yang; Hui Xiong 001 (KDD, 2020)

Spatial Object Recommendation with Hints: When Spatial Granularity Matters. - Hui Luo 001; Jingbo Zhou; Zhifeng Bao; Shuangli Li; J. Shane Culpepper; Haochao Ying; Hao Liu 026; Hui Xiong 001 (SIGIR, 2020)

Dual Sequential Network for Temporal Sets Prediction. - Leilei Sun; Yansong Bai; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (SIGIR, 2020)

Spatio-Temporal Dual Graph Attention Network for Query-POI Matching. - Zixuan Yuan; Hao Liu 026; Yanchi Liu; Denghui Zhang; Fei Yi; Nengjun Zhu; Hui Xiong 001 (SIGIR, 2020)

Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation. - Nengjun Zhu; Jian Cao 001; Yanchi Liu; Yang Yang 074; Haochao Ying; Hui Xiong 001 (WSDM, 2020)

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation. - Jian Liu 001; Pengpeng Zhao 001; Fuzhen Zhuang; Yanchi Liu; Victor S. Sheng; Jiajie Xu 001; Xiaofang Zhou 001; Hui Xiong 001 (WWW, 2020)

Personalized Employee Training Course Recommendation with Career Development Awareness. - Chao Wang 086; Hengshu Zhu; Chen Zhu 003; Xi Zhang 009; Enhong Chen; Hui Xiong 001 (WWW, 2020)

Large-Scale Talent Flow Embedding for Company Competitive Analysis. - Le Zhang 010; Tong Xu 001; Hengshu Zhu; Chuan Qin 002; Qingxin Meng 002; Hui Xiong 001; Enhong Chen (WWW, 2020)

A semi-supervised attention model for identifying authentic sneakers. - Yang Yang 074; Nengjun Zhu; Yi-Feng Wu; Jian Cao 001; De-Chuan Zhan; Hui Xiong 001 (Big Data Min. Anal., 2020)

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. - Yang Yang 074; Zhen-Qiang Sun; Hui Xiong 001; Jian Yang 003 (CoRR, 2020)

Learning Adaptive Embedding Considering Incremental Class. - Yang Yang 074; Zhen-Qiang Sun; Hengshu Zhu; Yanjie Fu; Hui Xiong 001; Jian Yang 003 (CoRR, 2020)

E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce. - Denghui Zhang; Zixuan Yuan; Yanchi Liu; Zuohui Fu; Fuzhen Zhuang; Pengyang Wang; Haifeng Chen; Hui Xiong 001 (CoRR, 2020)

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction. - Jingbo Zhou; Shuangli Li; Liang Huang 001; Haoyi Xiong; Fan Wang 021; Tong Xu 001; Hui Xiong 001; Dejing Dou (CoRR, 2020)

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (CoRR, 2020)

You Are How You Behave - Spatiotemporal Representation Learning for College Student Academic Achievement. - Xiao-Lin Li; Li Ma; Xiang-Dong He; Hui Xiong 001 (J. Comput. Sci. Technol., 2020)

Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining. - Fuzhen Zhuang; Ying-Min Zhou; Haochao Ying; Fuzheng Zhang; Xiang Ao 001; Xing Xie 001; Qing He 003; Hui Xiong 001 (J. Comput. Sci. Technol., 2020)

Multi-Modal Transportation Recommendation with Unified Route Representation Learning. - Hao Liu 026; Jindong Han; Yanjie Fu; Jingbo Zhou; Xinjiang Lu; Hui Xiong 001 (Proc. VLDB Endow., 2020)

Dancing with Trump in the Stock Market: A Deep Information Echoing Model. - Kun Yuan; Guannan Liu; Junjie Wu 002; Hui Xiong 001 (ACM Trans. Intell. Syst. Technol., 2020)

Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation. - Renjun Hu; Yanchi Liu; Yanyan Li; Jingbo Zhou; Shuai Ma 001; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2020)

Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach. - Xinjiang Lu; Zhiwen Yu 001; Chuanren Liu; Yanchi Liu; Hui Xiong 001; Bin Guo 001 (ACM Trans. Knowl. Discov. Data, 2020)

Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback. - Yuanbo Xu; Yongjian Yang 001; En Wang; Jiayu Han; Fuzhen Zhuang; Zhiwen Yu 001; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2020)

An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. - Zhou Yang 004; Heli Sun; Jianbin Huang; Zhongbin Sun; Hui Xiong 001; Shaojie Qiao; Ziyu Guan; Xiaolin Jia (IEEE Trans. Knowl. Data Eng., 2020)

Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks. - Tong Xu 001; Hengshu Zhu; Hui Xiong 001; Hao Zhong 002; Enhong Chen (IEEE Trans. Mob. Comput., 2020)

Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models. - Hao Lin 002; Hengshu Zhu; Junjie Wu 002; Yuan Zuo; Chen Zhu 003; Hui Xiong 001 (ACM Trans. Inf. Syst., 2020)

An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment. - Chuan Qin 002; Hengshu Zhu; Tong Xu 001; Chen Zhu 003; Chao Ma 022; Enhong Chen; Hui Xiong 001 (ACM Trans. Inf. Syst., 2020)

Matching of social events and users: a two-way selection perspective. - Zikai Yin; Tong Xu 001; Hengshu Zhu; Chen Zhu 003; Enhong Chen; Hui Xiong 001 (World Wide Web, 2020)

Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks. - Jindong Han; Hao Liu 026; Hengshu Zhu; Hui Xiong 001; Dejing Dou (AAAI, 2021)

Community-Aware Multi-Task Transportation Demand Prediction. - Hao Liu 026; Qiyu Wu 001; Fuzhen Zhuang; Xinjiang Lu; Dejing Dou; Hui Xiong 001 (AAAI, 2021)

Out-of-Town Recommendation with Travel Intention Modeling. - Haoran Xin 001; Xinjiang Lu; Tong Xu 001; Hao Liu 026; Jingjing Gu; Dejing Dou; Hui Xiong 001 (AAAI, 2021)

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. - Junchen Ye; Leilei Sun; Bowen Du 001; Yanjie Fu; Hui Xiong 001 (AAAI, 2021)

Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling. - Zixuan Yuan; Hao Liu 026; Renjun Hu; Denghui Zhang; Hui Xiong 001 (AAAI, 2021)

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. - Haoyi Zhou; Shanghang Zhang; Jieqi Peng; Shuai Zhang 026; Jianxin Li 002; Hui Xiong 001; Wancai Zhang (AAAI, 2021)

Knowledge Powered Cooperative Semantic Fusion for Patent Classification. - Zhe Zhang; Tong Xu 001; Le Zhang 010; Yichao Du; Hui Xiong 001; Enhong Chen (CICAI, 2021)

An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment. - Kaichun Yao; Chuan Qin 002; Hengshu Zhu; Chao Ma 022; Jingshuai Zhang; Yi Du; Hui Xiong 001 (CIKM, 2021)

Transportation Recommendation with Fairness Consideration. - Ding Zhou; Hao Liu 026; Tong Xu 001; Le Zhang 010; Rui Zha; Hui Xiong 001 (DASFAA (3), 2021)

Description Generation for Points of Interest. - Meng Zhou; Jingbo Zhou; Yanjie Fu; Zhaochun Ren; Xiaoli Wang 002; Hui Xiong 001 (ICDE, 2021)

Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance. - Wei Fan 010; Kunpeng Liu 001; Rui Xie 002; Hao Liu 026; Hui Xiong 001; Yanjie Fu (ICDM, 2021)

Effectiveness of AI in Strategic Decision Making: An Empirical Study on Identifying High-Potential Talents. - Yihang Cheng 001; Xinlin Tang; Xi Zhang 009; Hui Xiong 001 (ICIS, 2021)

Detecting Highlighted Video Clips Through Emotion-Enhanced Audio-Visual Cues. - Linkang Hu; Weidong He; Le Zhang 010; Tong Xu 001; Hui Xiong 001; Enhong Chen (ICME, 2021)

Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness. - Dazhong Shen; Chuan Qin 002; Chao Wang 086; Hengshu Zhu; Enhong Chen; Hui Xiong 001 (IJCAI, 2021)

A Trend-aware Investment Target Recommendation System with Heterogeneous Graph. - Miao Chen; Chao Wang 086; Chuan Qin 002; Tong Xu 001; Jianhui Ma; Enhong Chen; Hui Xiong 001 (IJCNN, 2021)

TMC 2021: 2021 International Workshop on Talent and Management Computing. - Hui Xiong 001; Hengshu Zhu; Tong Xu 001; Xi Zhang 009 (KDD, 2021)

MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal. - Weijia Zhang 003; Hao Liu 026; Lijun Zha; Hengshu Zhu; Ji Liu 003; Dejing Dou; Hui Xiong 001 (KDD, 2021)

Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. - Liangzhe Han; Bowen Du 001; Leilei Sun; Yanjie Fu; Yisheng Lv; Hui Xiong 001 (KDD, 2021)

Representation Learning on Knowledge Graphs for Node Importance Estimation. - Han Huang; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (KDD, 2021)

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. - Shuangli Li; Jingbo Zhou; Tong Xu 001; Liang Huang 001; Fan Wang 021; Haoyi Xiong; Weili Huang; Dejing Dou; Hui Xiong 001 (KDD, 2021)

Medical Entity Relation Verification with Large-scale Machine Reading Comprehension. - Yuan Xia; Chunyu Wang; Zhenhui Shi; Jingbo Zhou; Chao Lu; Haifeng Huang; Hui Xiong 001 (KDD, 2021)

Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment. - Denghui Zhang; Zixuan Yuan; Yanchi Liu; Hao Liu 026; Fuzhen Zhuang; Hui Xiong 001; Haifeng Chen (KDD, 2021)

Talent Demand Forecasting with Attentive Neural Sequential Model. - Qi Zhang 053; Hengshu Zhu; Ying Sun 006; Hao Liu 026; Fuzhen Zhuang; Hui Xiong 001 (KDD, 2021)

Scalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups. - Shengming Zhang; Hao Zhong 002; Zixuan Yuan; Hui Xiong 001 (KDD, 2021)

Attentive Heterogeneous Graph Embedding for Job Mobility Prediction. - Le Zhang 010; Ding Zhou; Hengshu Zhu; Tong Xu 001; Rui Zha; Enhong Chen; Hui Xiong 001 (KDD, 2021)

Modeling Context-aware Features for Cognitive Diagnosis in Student Learning. - Yuqiang Zhou; Qi Liu 003; Jinze Wu; Fei Wang 063; Zhenya Huang; Wei Tong; Hui Xiong 001; Enhong Chen; Jianhui Ma (KDD, 2021)

Topic Modeling Revisited: A Document Graph-based Neural Network Perspective. - Dazhong Shen; Chuan Qin 002; Chao Wang 086; Zheng Dong; Hengshu Zhu; Hui Xiong 001 (NeurIPS, 2021)

Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation. - Ying Sun 006; Hengshu Zhu; Chuan Qin 002; Fuzhen Zhuang; Qing He 003; Hui Xiong 001 (NeurIPS, 2021)

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning. - Ying Sun 006; Fuzhen Zhuang; Hengshu Zhu; Qing He 003; Hui Xiong 001 (WWW, 2021)

Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective. - Chao Wang 086; Hengshu Zhu; Qiming Hao; Keli Xiao; Hui Xiong 001 (WWW, 2021)

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching. - Zixuan Yuan; Hao Liu 026; Junming Liu; Yanchi Liu; Yang Yang 074; Renjun Hu; Hui Xiong 001 (WWW, 2021)

Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning. - Weijia Zhang 003; Hao Liu 026; Fan Wang 021; Tong Xu 001; Haoran Xin 001; Dejing Dou; Hui Xiong 001 (WWW, 2021)

A Comprehensive Survey on Graph Anomaly Detection with Deep Learning. - Xiaoxiao Ma 002; Jia Wu 001; Shan Xue 001; Jian Yang 001; Quan Z. Sheng; Hui Xiong 001 (CoRR, 2021)

Adversarial Neural Trip Recommendation. - Linlang Jiang; Jingbo Zhou; Tong Xu 001; Yanyan Li; Hao Chen; Jizhou Huang; Hui Xiong 001 (CoRR, 2021)

Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning. - Yang Yang 074; Hongchen Wei; Hengshu Zhu; Dianhai Yu; Hui Xiong 001; Jian Yang 003 (CoRR, 2021)

Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis. - Zixuan Yuan; Yada Zhu; Wei Zhang 057; Ziming Huang; Guangnan Ye; Hui Xiong 001 (CoRR, 2021)

Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment. - Denghui Zhang; Zixuan Yuan; Yanchi Liu; Hao Liu 026; Fuzhen Zhuang; Hui Xiong 001; Haifeng Chen (CoRR, 2021)

Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working conditions. - Kaige Su; Jianhua Liu; Hui Xiong 001 (Knowl. Based Syst., 2021)

Knowledge graph embedding with shared latent semantic units. - Zhao Zhang 011; Fuzhen Zhuang; Meng Qu; Zheng-Yu Niu; Hui Xiong 001; Qing He 003 (Neural Networks, 2021)

A Comprehensive Survey on Transfer Learning. - Fuzhen Zhuang; Zhiyuan Qi; Keyu Duan; Dongbo Xi; Yongchun Zhu; Hengshu Zhu; Hui Xiong 001; Qing He 003 (Proc. IEEE, 2021)

Deep multi-task learning with relational attention for business success prediction. - Jiejie Zhao; Bowen Du 001; Leilei Sun; Weifeng Lv; Yanchi Liu; Hui Xiong 001 (Pattern Recognit., 2021)

Butterfly-Core Community Search over Labeled Graphs. - Zheng Dong; Xin Huang 001; Guorui Yuan; Hengshu Zhu; Hui Xiong 001 (Proc. VLDB Endow., 2021)

Product Quantized Collaborative Filtering. - Defu Lian; Xing Xie 001; Enhong Chen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2021)

EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction. - Qi Liu 003; Zhenya Huang; Yu Yin 002; Enhong Chen; Hui Xiong 001; Yu Su 002; Guoping Hu (IEEE Trans. Knowl. Data Eng., 2021)

Automatic Treatment Regimen Design. - Leilei Sun; Chuanren Liu; Guoqing Chen; Chonghui Guo; Hui Xiong 001; Yanming Xie (IEEE Trans. Knowl. Data Eng., 2021)

Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities. - Yang Yang 074; De-Chuan Zhan; Yi-Feng Wu; Zhi-Bin Liu; Hui Xiong 001; Yuan Jiang 001 (IEEE Trans. Knowl. Data Eng., 2021)

Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. - Pengpeng Zhao 001; Chengfeng Xu; Yanchi Liu; Victor S. Sheng; Kai Zheng 001; Hui Xiong 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2021)

Exploiting Network Fusion for Organizational Turnover Prediction. - Mingfei Teng; Hengshu Zhu; Chuanren Liu; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2021)

Deep Subdomain Adaptation Network for Image Classification. - Yongchun Zhu; Fuzhen Zhuang; Jindong Wang 001; Guolin Ke; Jingwu Chen; Jiang Bian 002; Hui Xiong 001; Qing He 003 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results. - Qi Zhang 053; Hengshu Zhu; Qi Liu 003; Enhong Chen; Hui Xiong 001 (ACM Trans. Inf. Syst., 2021)

GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction. - Shuangli Li; Jingbo Zhou; Tong Xu 001; Dejing Dou; Hui Xiong 001 (AAAI, 2022)

Learning to Walk with Dual Agents for Knowledge Graph Reasoning. - Denghui Zhang; Zixuan Yuan; Hao Liu 026; Xiaodong Lin 004; Hui Xiong 001 (AAAI, 2022)

Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. - Miao Chen; Xinjiang Lu; Tong Xu 001; Yanyan Li; Jingbo Zhou; Dejing Dou; Hui Xiong 001 (EMNLP, 2022)

Platform-Oriented Event Time Allocation(Extended Abstract). - Heli Sun; Ning Wang; Jingyu Jia; Jianbin Huang; Hui Xiong 001; Liang He 006; Xinwang Liu 002; Shan Zhang; Shaojie Qiao; Jizhong Zhao (ICDE, 2022)

Knowledge Enhanced Person-Job Fit for Talent Recruitment. - Kaichun Yao; Jingshuai Zhang; Chuan Qin 002; Peng Wang 173; Hengshu Zhu; Hui Xiong 001 (ICDE, 2022)

Decomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation. - Le Dai; Yu Yin 002; Chuan Qin 002; Enhong Chen; Hui Xiong 001 (ICDM, 2022)

Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation. - Jingci Ming; Le Zhang 010; Wei Fan 010; Weijia Zhang 003; Yu Mei; Weicen Ling; Hui Xiong 001 (ICDM, 2022)

Visual Communication and Fashion Popularity Contagion in Social Networks. - Xiang Li; Yunhui Wang; Junming Liu; Hui Xiong 001 (ICIS, 2022)

MetAug: Contrastive Learning via Meta Feature Augmentation. - Jiangmeng Li; Wenwen Qiang; Changwen Zheng; Bing Su 001; Hui Xiong 001 (ICML, 2022)

Interventional Contrastive Learning with Meta Semantic Regularizer. - Wenwen Qiang; Jiangmeng Li; Changwen Zheng; Bing Su 001; Hui Xiong 001 (ICML, 2022)

Feature and Instance Joint Selection: A Reinforcement Learning Perspective. - Wei Fan 010; Kunpeng Liu 001; Hao Liu 026; Hengshu Zhu; Hui Xiong 001; Yanjie Fu (IJCAI, 2022)

Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing. - Weijia Zhang 003; Hao Liu 026; Jindong Han; Yong Ge; Hui Xiong 001 (KDD, 2022)

Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning. - Zhuoning Guo; Hao Liu 026; Le Zhang 010; Qi Zhang 053; Hengshu Zhu; Hui Xiong 001 (KDD, 2022)

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. - Liangzhe Han; Xiaojian Ma 004; Leilei Sun; Bowen Du 001; Yanjie Fu; Weifeng Lv; Hui Xiong 001 (KDD, 2022)

Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. - Junchen Ye; Zihan Liu; Bowen Du 001; Leilei Sun; Weimiao Li; Yanjie Fu; Hui Xiong 001 (KDD, 2022)

CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences. - Shengming Zhang; Yanchi Liu; Xuchao Zhang; Wei Cheng 002; Haifeng Chen; Hui Xiong 001 (KDD, 2022)

DDR: Dialogue Based Doctor Recommendation for Online Medical Service. - Zhi Zheng 008; Zhaopeng Qiu; Hui Xiong 001; Xian Wu 001; Tong Xu 001; Enhong Chen; Xiangyu Zhao 001 (KDD, 2022)

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences. - Jianxin Li 002; Shuai Zhang 026; Hui Xiong 001; Haoyi Zhou (NeurIPS, 2022)

MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. - Jiangmeng Li; Wenwen Qiang; Yanan Zhang; Wenyi Mo; Changwen Zheng; Bing Su 001; Hui Xiong 001 (NeurIPS, 2022)

Customized Conversational Recommender Systems. - Shuokai Li; Yongchun Zhu; Ruobing Xie; Zhenwei Tang; Zhao Zhang 011; Fuzhen Zhuang; Qing He 003; Hui Xiong 001 (ECML/PKDD (2), 2022)

CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users. - Haoran Xin 001; Xinjiang Lu; Nengjun Zhu; Tong Xu 001; Dejing Dou; Hui Xiong 001 (SIGIR, 2022)

CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱. - Zhi Zheng 008; Zhaopeng Qiu; Tong Xu 001; Xian Wu 001; Xiangyu Zhao 001; Enhong Chen; Hui Xiong 001 (WWW, 2022)

Hyperbolic Graph Neural Networks: A Review of Methods and Applications. - Menglin Yang 001; Min Zhou 006; Zhihao Li 004; Jiahong Liu 001; Lujia Pan; Hui Xiong 001; Irwin King (CoRR, 2022)

Self-Optimizing Feature Transformation. - Meng Xiao 001; Dongjie Wang; Yanjie Fu; Kunpeng Liu 001; Min Wu 008; Hui Xiong 001; Yuanchun Zhou (CoRR, 2022)

Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design. - Junming Liu; Weiwei Chen 003; Jingyuan Yang 001; Hui Xiong 001; Can Chen (INFORMS J. Comput., 2022)

Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process-Based Latent Factor Model. - Qingxin Meng 002; Keli Xiao; Dazhong Shen; Hengshu Zhu; Hui Xiong 001 (INFORMS J. Comput., 2022)

From Human-AI Confrontation to Human-AI Symbiosis in Society 5.0: Transformation Challenges and Mechanisms. - Xi Zhang 009; Xin Wei; Carol X. J. Ou; Emiel Caron; Hengshu Zhu; Hui Xiong 001 (IT Prof., 2022)

Complex Attributed Network Embedding for medical complication prediction. - Zhe Zhang; Hui Xiong 001; Tong Xu 001; Chuan Qin 002; Le Zhang 010; Enhong Chen (Knowl. Inf. Syst., 2022)

Correction to: An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications. - Xi Zhang 009; Xianhai Wang; Hongke Zhao; Patricia Ordóñez de Pablos; Yongqiang Sun; Hui Xiong 001 (Scientometrics, 2022)

Exploring the Risky Travel Area and Behavior of Car-hailing Service. - Hongting Niu; Hengshu Zhu; Ying Sun 006; Xinjiang Lu; Jing Sun; Zhiyuan Zhao; Hui Xiong 001; Bo Lang (ACM Trans. Intell. Syst. Technol., 2022)

Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond. - Hao Liu 026; Qingyu Guo; Hengshu Zhu; Fuzhen Zhuang; Shenwen Yang; Dejing Dou; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2022)

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. - Yang Yang 074; Hongchen Wei; Zhen-Qiang Sun; Guangyu Li; Yuanchun Zhou; Hui Xiong 001; Jian Yang 003 (ACM Trans. Knowl. Discov. Data, 2022)

Adaptive Model Scheduling for Resource-efficient Data Labeling. - Mu Yuan; Lan Zhang 002; Xiang-Yang Li 001; Lin-Zhuo Yang; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2022)

Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. - Nengjun Zhu; Jian Cao 001; Xinjiang Lu; Chuanren Liu; Hao Liu 026; Yanyan Li; Xiangfeng Luo; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2022)

Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems. - Jingjing Gu; Qiang Zhou 007; Jingyuan Yang 001; Yanchi Liu; Fuzhen Zhuang; Yanchao Zhao; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2022)

A Survey on Knowledge Graph-Based Recommender Systems. - Qingyu Guo; Fuzhen Zhuang; Chuan Qin 002; Hengshu Zhu; Xing Xie 001; Hui Xiong 001; Qing He 003 (IEEE Trans. Knowl. Data Eng., 2022)

Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation. - Hao Liu 026; Yongxin Tong; Jindong Han; Panpan Zhang; Xinjiang Lu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2022)

Attribute Graph Neural Networks for Strict Cold Start Recommendation. - Tieyun Qian; Yile Liang; Qing Li 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2022)

Detect Professional Malicious User With Metric Learning in Recommender Systems. - Yuanbo Xu; Yongjian Yang 001; En Wang; Fuzhen Zhuang; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2022)

Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network. - Weijia Zhang 003; Hao Liu 026; Yanchi Liu; Jingbo Zhou; Tong Xu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2022)

Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach. - Jingbo Zhou; Tao Huang; Shuangli Li; Renjun Hu; Yanchi Liu; Yanjie Fu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2022)

$ mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation. - Renjun Hu; Jingbo Zhou; Xinjiang Lu; Hengshu Zhu; Shuai Ma 001; Hui Xiong 001 (IEEE Trans. Mob. Comput., 2022)

STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control. - Yanan Wang 004; Tong Xu 001; Xin Niu; Chang Tan; Enhong Chen; Hui Xiong 001 (IEEE Trans. Mob. Comput., 2022)

Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment. - Dazhong Shen; Chuan Qin 002; Hengshu Zhu; Tong Xu 001; Enhong Chen; Hui Xiong 001 (ACM Trans. Inf. Syst., 2022)

Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach. - Chao Wang 086; Hengshu Zhu; Peng Wang; Chen Zhu 003; Xi Zhang 009; Enhong Chen; Hui Xiong 001 (ACM Trans. Inf. Syst., 2022)

Learning a Hierarchical Intent Model for Next-Item Recommendation. - Nengjun Zhu; Jian Cao 001; Xinjiang Lu; Hui Xiong 001 (ACM Trans. Inf. Syst., 2022)

A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. - Xi Chen 073; Xinjiang Lu; Haoran Xin 001; Wenjun Peng; Haoyang Duan; Feihu Jiang; Jingbo Zhou; Hui Xiong 001 (EMNLP (Findings), 2023)

Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation. - Zixuan Yuan; Yada Zhu; Wei Zhang 057; Hui Xiong 001 (ICAIF, 2023)

Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing. - Lu Dai; Liqian Ma; Shenhan Qian; Hao Liu 026; Ziwei Liu; Hui Xiong 001 (ICCV, 2023)

A Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract. - Qingyu Guo; Fuzhen Zhuang; Chuan Qin 002; Hengshu Zhu; Xing Xie 001; Hui Xiong 001; Qing He 003 (ICDE, 2023)

Attribute Graph Neural Networks for Strict Cold Start Recommendation : Extended Abstract. - Tieyun Qian; Yile Liang; Qing Li 001; Hui Xiong 001 (ICDE, 2023)

A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection. - Congxi Xiao; Jingbo Zhou; Jizhou Huang; Hengshu Zhu; Tong Xu 001; Dejing Dou; Hui Xiong 001 (ICDE, 2023)

ResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-training. - Kaichun Yao; Jingshuai Zhang; Chuan Qin 002; Xin Song; Peng Wang 173; Hengshu Zhu; Hui Xiong 001 (ICDE, 2023)

MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs. - Nengjun Zhu; Jieyun Huang; Jian Cao 001; Xinjiang Lu; Hao Liu 026; Hui Xiong 001 (ICDM, 2023)

Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks. - Manting Hu; Qingyuan Lin; Denghui Zhang; Angela Lu; Junming Liu; Hui Xiong 001 (ICIS, 2023)

Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks. - Shengming Zhang; Hao Zhong 002; Yong Ge; Hui Xiong 001 (ICIS, 2023)

Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification. - Zheng Gong 001; Guifeng Wang; Ying Sun 006; Qi Liu 003; Yuting Ning; Hui Xiong 001; Jingyu Peng (IJCAI, 2023)

Semi-supervised Domain Adaptation in Graph Transfer Learning. - Ziyue Qiao; Xiao Luo 001; Meng Xiao 001; Hao Dong 010; Yuanchun Zhou; Hui Xiong 001 (IJCAI, 2023)

Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications. - Min Zhou 006; Menglin Yang 001; Bo Xiong; Hui Xiong 001; Irwin King (KDD, 2023)

RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment. - Chuyu Fang; Chuan Qin 002; Qi Zhang 053; Kaichun Yao; Jingshuai Zhang; Hengshu Zhu; Fuzhen Zhuang; Hui Xiong 001 (KDD, 2023)

iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation. - Jindong Han; Hao Liu 026; Shui Liu; Xi Chen 080; Naiqiang Tan; Hua Chai; Hui Xiong 001 (KDD, 2023)

Community-based Dynamic Graph Learning for Popularity Prediction. - Shuo Ji; Xiaodong Lu; Mingzhe Liu 002; Leilei Sun; Chuanren Liu; Bowen Du 001; Hui Xiong 001 (KDD, 2023)

GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification. - Wen-Zhi Li; Chang-Dong Wang 001; Hui Xiong 001; Jian-Huang Lai (KDD, 2023)

HomoGCL: Rethinking Homophily in Graph Contrastive Learning. - Wen-Zhi Li; Chang-Dong Wang 001; Hui Xiong 001; Jian-Huang Lai (KDD, 2023)

Multi-Temporal Relationship Inference in Urban Areas. - Shuangli Li; Jingbo Zhou; Ji Liu 003; Tong Xu 001; Enhong Chen; Hui Xiong 001 (KDD, 2023)

QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction. - Yucheng Liu; Zipeng Gao; Xiangyang Liu; Pengfei Luo; Yang Yang 074; Hui Xiong 001 (KDD, 2023)

Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections. - Qian Sun 005; Le Zhang 010; Huan Yu; Weijia Zhang 003; Yu Mei; Hui Xiong 001 (KDD, 2023)

Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity. - Yangyang Wang; Xiao Zhang 015; Mingyi Li; Tian Lan 001; Huashan Chen; Hui Xiong 001; Xiuzhen Cheng 001; Dongxiao Yu (KDD, 2023)

Spatial Heterophily Aware Graph Neural Networks. - Congxi Xiao; Jingbo Zhou; Jizhou Huang; Tong Xu 001; Hui Xiong 001 (KDD, 2023)

The 4th International Workshop on Talent and Management Computing (TMC'2023). - Hengshu Zhu; Hui Xiong 001; Yong Ge; Ee-Peng Lim (KDD, 2023)

Hybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction. - Siyuan Hao; Le Dai; Le Zhang 010; Shengming Zhang; Chao Wang 086; Chuan Qin 002; Hui Xiong 001 (KSEM (2), 2023)

Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning. - He Zhang; Ying Sun 006; Weiyu Guo; Yafei Liu; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001 (ACM Multimedia, 2023)

UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction. - Yansong Ning; Hao Liu 026; Hao Wang 073; Zhenyu Zeng; Hui Xiong 001 (NeurIPS, 2023)

Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach. - Zhi Zheng 008; Ying Sun 006; Xin Song; Hengshu Zhu; Hui Xiong 001 (RecSys, 2023)

Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph. - Chenguang Du; Kaichun Yao; Hengshu Zhu; Deqing Wang; Fuzhen Zhuang; Hui Xiong 001 (SIGIR, 2023)

CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout. - Yiqi Lin; Haotian Bai; Sijia Li; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001; Lin Wang 025 (CoRR, 2023)

Large-Scale Assessment of Labour Market Dynamics in China during the COVID-19 Pandemic. - Ying Sun 006; Hengshu Zhu; Hui Xiong 001 (CoRR, 2023)

Preference or Intent? Double Disentangled Collaborative Filtering. - Chao Wang 086; Hengshu Zhu; Dazhong Shen; Wei Wu 045; Hui Xiong 001 (CoRR, 2023)

Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback. - Yiqi Lin; Hao Wu 094; Ruichen Wang; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001; Lin Wang 025 (CoRR, 2023)

Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction. - Qizhi Wan; Changxuan Wan; Keli Xiao; Hui Xiong 001; Dexi Liu; Xiping Liu (CoRR, 2023)

Generative Job Recommendations with Large Language Model. - Zhi Zheng 008; Zhaopeng Qiu; Xiao Hu; Likang Wu; Hengshu Zhu; Hui Xiong 001 (CoRR, 2023)

A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. - Chuan Qin 002; Le Zhang 010; Rui Zha; Dazhong Shen; Qi Zhang 053; Ying Sun 006; Chen Zhu 003; Hengshu Zhu; Hui Xiong 001 (CoRR, 2023)

Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network. - Weijia Zhang 003; Le Zhang 010; Jindong Han; Hao Liu 026; Jingbo Zhou; Yu Mei; Hui Xiong 001 (CoRR, 2023)

Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution. - Ying Sun 006; Hengshu Zhu; Hui Xiong 001 (CoRR, 2023)

Machine Learning for Urban Air Quality Analytics: A Survey. - Jindong Han; Weijia Zhang 003; Hao Liu 026; Hui Xiong 001 (CoRR, 2023)

Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook. - Ming Jin 005; Qingsong Wen; Yuxuan Liang; Chaoli Zhang 001; Siqiao Xue; Xue Wang 010; James Zhang; Yi Wang 022; Haifeng Chen; Xiaoli Li 001; Shirui Pan; Vincent S. Tseng; et al. (CoRR, 2023)

DPR: An Algorithm Mitigate Bias Accumulation in Recommendation feedback loops. - Hangtong Xu; Yuanbo Xu; Yongjian Yang 001; Fuzhen Zhuang; Hui Xiong 001 (CoRR, 2023)

The Impact of Generative Artificial Intelligence. - Kaichen Zhang; Ohchan Kwon; Hui Xiong 001 (CoRR, 2023)

Towards Graph-Aware Diffusion Modeling for Collaborative Filtering. - Yunqin Zhu; Chao Wang 086; Hui Xiong 001 (CoRR, 2023)

How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking. - Zhengyu Hu; Jieyu Zhang 001; Yue Yu 001; Yuchen Zhuang; Hui Xiong 001 (CoRR, 2023)

A Survey of Reasoning with Foundation Models. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 002; Wenhai Wang; et al. (CoRR, 2023)

Survey on Trustworthy Graph Neural Networks: From A Causal Perspective. - Wenzhao Jiang; Hao Liu 026; Hui Xiong 001 (CoRR, 2023)

Large Language Models are Not Stable Recommender Systems. - Tianhui Ma; Yuan Cheng; Hengshu Zhu; Hui Xiong 001 (CoRR, 2023)

Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity. - Siqi Lai; Zhao Xu 006; Weijia Zhang 003; Hao Liu 026; Hui Xiong 001 (CoRR, 2023)

Topic-sensitive expert finding based solely on heterogeneous academic networks. - Xiaonan Gao; Sen Wu 001; Dawen Xia; Hui Xiong 001 (Expert Syst. Appl., 2023)

Exploring the tidal effect of urban business district with large-scale human mobility data. - Hongting Niu; Ying Sun 006; Hengshu Zhu; Cong Geng; Jiuchun Yang; Hui Xiong 001; Bo Lang (Frontiers Comput. Sci., 2023)

Hierarchical Wi-Fi Trajectory Embedding for Indoor User Mobility Pattern Analysis. - Qi Zhang 053; Hengshu Zhu; Peng Wang 173; Enhong Chen; Hui Xiong 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

A Cost-Effective Sequential Route Recommender System for Taxi Drivers. - Junming Liu; Mingfei Teng; Weiwei Chen 003; Hui Xiong 001 (INFORMS J. Comput., 2023)

An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance Problems. - Hongke Zhao; Chuang Zhao 002; Xi Zhang 009; Nanlin Liu; Hengshu Zhu; Qi Liu 003; Hui Xiong 001 (INFORMS J. Comput., 2023)

Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals. - Weiyu Guo; Ning Jiang 001; Dario Farina; Jingyong Su; Zheng Wang 027; Chuang Lin 001; Hui Xiong 001 (IEEE Trans. Hum. Mach. Syst., 2023)

Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop. - Wei Fan 010; Kunpeng Liu 001; Hao Liu 026; Yong Ge; Hui Xiong 001; Yanjie Fu (IEEE Trans. Knowl. Data Eng., 2023)

Diagnostic Sparse Connectivity Networks With Regularization Template. - Yue Qu; Chuanren Liu; Kai Zhang 001; Keli Xiao; Bo Jin 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network. - Yang Yang 074; Jia-Qi Yang 001; Ran Bao; De-Chuan Zhan; Hengshu Zhu; Xiaoru Gao; Hui Xiong 001; Jian Yang 003 (IEEE Trans. Knowl. Data Eng., 2023)

Multi-View Multi-Task Campaign Embedding for Cold-Start Conversion Rate Forecasting. - Zijun Yao 001; Deguang Kong; Miao Lu; Xiao Bai 002; Jian Yang 002; Hui Xiong 001 (IEEE Trans. Big Data, 2023)

Automated Feature Selection: A Reinforcement Learning Perspective. - Kunpeng Liu 001; Yanjie Fu; Le Wu; Xiaolin Li; Charu Aggarwal 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. - Wenwen Qiang; Jiangmeng Li; Changwen Zheng; Bing Su 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Platform-Oriented Event Time Allocation. - Heli Sun; Ning Wang; Jingyu Jia; Jianbin Huang; Hui Xiong 001; Liang He 006; Xinwang Liu 002; Shan Zhang; Shaojie Qiao; Jizhong Zhao (IEEE Trans. Knowl. Data Eng., 2023)

Modeling the Impact of Person-Organization Fit on Talent Management With Structure-Aware Attentive Neural Networks. - Ying Sun 006; Fuzhen Zhuang; Hengshu Zhu; Xin Song; Qing He 003; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Learning Adaptive Embedding Considering Incremental Class. - Yang Yang 074; Zhen-Qiang Sun; Hengshu Zhu; Yanjie Fu; Yuanchun Zhou; Hui Xiong 001; Jian Yang 003 (IEEE Trans. Knowl. Data Eng., 2023)

Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. - Hao Liu 026; Jindong Han; Yanjie Fu; Yanyan Li; Kai Chen 005; Hui Xiong 001 (VLDB J., 2023)

Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling. - Yang Yang 074; Da-Wei Zhou 001; De-Chuan Zhan; Hui Xiong 001; Yuan Jiang 001; Jian Yang 003 (IEEE Trans. Knowl. Data Eng., 2023)

MANE: Organizational Network Embedding With Multiplex Attentive Neural Networks. - Yuyang Ye 002; Zheng Dong; Hengshu Zhu; Tong Xu 001; Xin Song; Runlong Yu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning. - Zhao Zhang 011; Fuzhen Zhuang; Hengshu Zhu; Chao Li 028; Hui Xiong 001; Qing He 003; Yongjun Xu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Expanding the prediction capacity in long sequence time-series forecasting. - Haoyi Zhou; Jianxin Li 002; Shanghang Zhang; Shuai Zhang 026; Mengyi Yan; Hui Xiong 001 (Artif. Intell., 2023)

Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning. - Wenwen Qiang; Jiangmeng Li; Bing Su 001; Jianlong Fu; Hui Xiong 001; Ji-Rong Wen (Int. J. Comput. Vis., 2023)

Graph-Grounded Goal Planning for Conversational Recommendation. - Zeming Liu; Ding Zhou; Hao Liu 026; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Towards Automatic Job Description Generation With Capability-Aware Neural Networks. - Chuan Qin 002; Kaichun Yao; Hengshu Zhu; Tong Xu 001; Dazhong Shen; Enhong Chen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. - Dongjie Wang; Kunpeng Liu 001; Hui Xiong 001; Yanjie Fu (IEEE Trans. Big Data, 2023)

Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective. - Hao Liu 026; Qingyu Guo; Hengshu Zhu; Yanjie Fu; Fuzhen Zhuang; Xiaojuan Ma; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2023)

Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation. - Hao Liu 026; Ying Li; Yanjie Fu; Huaibo Mei; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Heterogeneous Graph Representation Learning With Relation Awareness. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation. - Weijia Zhang 003; Hao Liu 026; Hui Xiong 001; Tong Xu 001; Fan Wang 021; Haoran Xin 001; Hua Wu 003 (IEEE Trans. Knowl. Data Eng., 2023)

What is Market Talking About? Market-Oriented Prospect Analysis for Entrepreneur Fundraising. - Hongke Zhao; Yihang Cheng 001; Xi Zhang 009; Hengshu Zhu; Qi Liu 003; Hui Xiong 001; Wei Zhang 026 (IEEE Trans. Knowl. Data Eng., 2023)

FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition. - Hongzheng Yu; Zekai Chen; Xiao Zhang 015; Xu Chen 004; Fuzhen Zhuang; Hui Xiong 001; Xiuzhen Cheng 001 (IEEE Trans. Mob. Comput., 2023)

Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. - Jiangmeng Li; Wenwen Qiang; Changwen Zheng; Bing Su 001; Farid Razzak; Ji-Rong Wen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Time-Aware Context-Gated Graph Attention Network for Clinical Risk Prediction. - Yuyang Xu; Haochao Ying; Siyi Qian; Fuzhen Zhuang; Xiao Zhang 015; Deqing Wang; Jian Wu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning. - Denghui Zhang; Yanchi Liu; Zixuan Yuan; Yanjie Fu; Haifeng Chen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

HmcNet: A General Approach for Hierarchical Multi-Label Classification. - Wei Huang 002; Enhong Chen; Qi Liu 003; Hui Xiong 001; Zhenya Huang; Shiwei Tong; Dan Zhang (IEEE Trans. Knowl. Data Eng., 2023)

Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification. - Meng Xiao 001; Ziyue Qiao; Yanjie Fu; Hao Dong 010; Yi Du; Pengyang Wang; Hui Xiong 001; Yuanchun Zhou (IEEE Trans. Knowl. Data Eng., 2023)

Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning. - Dazhong Shen; Hengshu Zhu; Keli Xiao; Xi Zhang 009; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2023)

Kill Two Birds With One Stone: A Multi-View Multi-Adversarial Learning Approach for Joint Air Quality and Weather Prediction. - Jindong Han; Hao Liu 026; Hengshu Zhu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Hyperbolic Temporal Network Embedding. - Menglin Yang 001; Min Zhou 006; Hui Xiong 001; Irwin King (IEEE Trans. Knowl. Data Eng., 2023)

Semantic and Structural View Fusion Modeling for Social Recommendation. - Kun Yuan; Guannan Liu; Junjie Wu 002; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction. - Heli Sun; Chen Cao; Xuguang Chu; Tingting Hu; Junzhi Lu; Liang He 006; Zhi Wang 002; Hui He; Hui Xiong 001 (ACM Trans. Intell. Syst. Technol., 2023)

A Comprehensive Survey on Graph Anomaly Detection With Deep Learning. - Xiaoxiao Ma 002; Jia Wu 001; Shan Xue 001; Jian Yang 001; Chuan Zhou 001; Quan Z. Sheng; Hui Xiong 001; Leman Akoglu (IEEE Trans. Knowl. Data Eng., 2023)

Reinforced Imitative Graph Learning for Mobile User Profiling. - Dongjie Wang; Pengyang Wang; Yanjie Fu; Kunpeng Liu 001; Hui Xiong 001; Charles E. Hughes (IEEE Trans. Knowl. Data Eng., 2023)

Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification. - Zixuan Yuan; Hao Liu 026; Haoyi Zhou; Denghui Zhang; Xiao Zhang 015; Hao Wang 073; Hui Xiong 001 (AAAI, 2024)

Temporal Graph Contrastive Learning for Sequential Recommendation. - Shengzhe Zhang; Liyi Chen 001; Chao Wang 086; Shuangli Li; Hui Xiong 001 (AAAI, 2024)

Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. - Yanjie Fu; Dongjie Wang; Hui Xiong 001; Kunpeng Liu 001 (CIKM, 2024)

Spatio-Temporal Sequence Modeling for Traffic Signal Control. - Qian Sun 005; Le Zhang 010; Jingbo Zhou; Rui Zha; Yu Mei; Chujie Tian; Hui Xiong 001 (CIKM, 2024)

Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss. - Yunfan Lu; Yijie Xu; Wenzong Ma; Weiyu Guo; Hui Xiong 001 (CVPR Workshops, 2024)

MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. - Yaqi Wu; Zhihao Fan; Xiaofeng Chu; Jimmy S. Ren; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangcheng Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; et al. (CVPR Workshops, 2024)

Super-Node Generation for GNN-Based Recommender Systems: Enhancing Distant Node Integration via Graph Coarsening. - Shasha Hu; Chao Wang 086; Chuan Qin 002; Hengshu Zhu; Hui Xiong 001 (DASFAA (6), 2024)

Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models. - Feihu Jiang; Chuan Qin 002; Kaichun Yao; Chuyu Fang; Fuzhen Zhuang; Hengshu Zhu; Hui Xiong 001 (DASFAA (4), 2024)

Hierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction. - Yuhan Ye; Jingbo Zhou; Shuangli Li; Congxi Xiao; Haochao Ying; Hui Xiong 001 (DASFAA (7), 2024)

UniINR: Event-Guided Unified Rolling Shutter Correction, Deblurring, and Interpolation. - Yunfan Lu; Guoqiang Liang 003; Yusheng Wang 001; Lin Wang 025; Hui Xiong 001 (ECCV (9), 2024)

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay. - Yihuai Lan; Zhiqiang Hu; Lei Wang 185; Yang Wang 015; Deheng Ye; Peilin Zhao; Ee-Peng Lim; Hui Xiong 001; Hao Wang 094 (EMNLP, 2024)

Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities. - Zhonghao Li; Xuming Hu; Aiwei Liu; Kening Zheng; Sirui Huang; Hui Xiong 001 (EMNLP (Findings), 2024)

AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy. - Hao Zhong 002; Zixuan Yuan; Denghui Zhang; Yi Jiang; Shengming Zhang; Hui Xiong 001 (HICSS, 2024)

Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations. - Rui Zha; Le Zhang 010; Shuangli Li; Jingbo Zhou; Tong Xu 001; Hui Xiong 001; Enhong Chen (ICDE, 2024)

Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning. - Jiechao Guan; Hui Xiong 001 (ICLR, 2024)

BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. - Jiangmeng Li; Fei Song; Yifan Jin; Wenwen Qiang; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (ICLR, 2024)

Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach. - Feihu Jiang; Chuan Qin 002; Jingshuai Zhang; Kaichun Yao; Xi Chen 073; Dazhong Shen; Chen Zhu 003; Hengshu Zhu; Hui Xiong 001 (ICME, 2024)

Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach. - Weijia Zhang 003; Chenlong Yin; Hao Liu 026; Xiaofang Zhou 001; Hui Xiong 001 (ICML, 2024)

Parallel Task Scheduling in Autonomous Robotic Systems: An Event-Driven Multimodal Prediction Approach. - Wen Gao 022; Zhiwen Yu 001; Hui Xiong 001; Bin Guo 001; Liang Wang 017; Yuan Yao 004 (ICPP, 2024)

Mask-ControlNet: Higher-Quality Image Generation with an Additional Mask Prompt. - Zhiqi Huang 005; Hui Xiong 001; Haoyu Wang 003; Longguang Wang; Zhiheng Li (ICPR (6), 2024)

FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation. - Tianfu Wang 002; Qilin Fan; Chao Wang 086; Long Yang 004; Leilei Ding; Nicholas Jing Yuan; Hui Xiong 001 (IJCAI, 2024)

Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting. - Xi Chen 073; Chuan Qin 002; Zhigaoyuan Wang; Yihang Cheng 001; Chao Wang 086; Hengshu Zhu; Hui Xiong 001 (IJCAI, 2024)

COMET: NFT Price Prediction with Wallet Profiling. - Tianfu Wang 002; Liwei Deng 001; Chao Wang 086; Jianxun Lian; Yue Yan; Nicholas Jing Yuan; Qi Zhang 066; Hui Xiong 001 (KDD, 2024)

Urban Foundation Models: A Survey. - Weijia Zhang 003; Jindong Han; Zhao Xu 006; Hang Ni; Hao Liu 026; Hui Xiong 001 (KDD, 2024)

Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks. - Weijia Zhang 003; Le Zhang 010; Jindong Han; Hao Liu 026; Yanjie Fu; Jingbo Zhou; Yu Mei; Hui Xiong 001 (KDD, 2024)

Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction. - Wenzhao Jiang; Jindong Han; Hao Liu 026; Tao Tao; Naiqiang Tan; Hui Xiong 001 (KDD, 2024)

Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks. - Wenyuan Jiang; Wenwei Wu; Le Zhang 010; Zixuan Yuan; Jian Xiang; Jingbo Zhou; Hui Xiong 001 (KDD, 2024)

CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. - Qian Sun 005; Rui Zha; Le Zhang 010; Jingbo Zhou; Yu Mei; Zhiling Li; Hui Xiong 001 (KDD, 2024)

ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations. - Congxi Xiao; Jingbo Zhou; Yixiong Xiao; Jizhou Huang; Hui Xiong 001 (KDD, 2024)

PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization. - Yuyang Ye 002; Lu-An Tang; Haoyu Wang 003; Runlong Yu; Wenchao Yu; Erhu He; Haifeng Chen; Hui Xiong 001 (KDD, 2024)

Optimized Cost Per Click in Online Advertising: A Theoretical Analysis. - Kaichen Zhang; Zixuan Yuan; Hui Xiong 001 (KDD, 2024)

The 5th International Workshop on Talent and Management Computing (TMC'2024). - Hengshu Zhu; Yong Ge; Hui Xiong 001; Ee-Peng Lim (KDD, 2024)

Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking. - Xi Chen 073; Chuan Qin 002; Chuyu Fang; Chao Wang 086; Chen Zhu 003; Fuzhen Zhuang; Hengshu Zhu; Hui Xiong 001 (NeurIPS, 2024)

Tackling Uncertain Correspondences for Multi-Modal Entity Alignment. - Liyi Chen 001; Ying Sun 006; Shengzhe Zhang; Yuyang Ye 002; Wei Wu 045; Hui Xiong 001 (NeurIPS, 2024)

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs. - Liyi Chen 001; Panrong Tong; Zhongming Jin 001; Ying Sun 006; Jieping Ye; Hui Xiong 001 (NeurIPS, 2024)

Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting. - Jinliang Deng; Feiyang Ye 001; Du Yin; Xuan Song 001; Ivor W. Tsang; Hui Xiong 001 (NeurIPS, 2024)

Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms. - Jiechao Guan; Hui Xiong 001 (NeurIPS, 2024)

SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network. - Weiyu Guo; Ying Sun 006; Yijie Xu; Ziyue Qiao; Yongkui Yang; Hui Xiong 001 (NeurIPS, 2024)

Resource-Aware Federated Self-Supervised Learning with Global Class Representations. - Mingyi Li; Xiao Zhang 015; Qi Wang; Tengfei Liu; Ruofan Wu; Weiqiang Wang 002; Fuzhen Zhuang; Hui Xiong 001; Dongxiao Yu (NeurIPS, 2024)

Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction. - Yuhan Ye; Jingbo Zhou; Shuangli Li; Congxi Xiao; Haochao Ying; Hui Xiong 001 (ECML/PKDD (8), 2024)

Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification. - Le Dai; Yu Yin 002; Enhong Chen; Hui Xiong 001 (SIGIR, 2024)

AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations. - Wei Wu 045; Chao Wang 086; Dazhong Shen; Chuan Qin 002; Liyi Chen 001; Hui Xiong 001 (SIGIR, 2024)

MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment. - Zhi Zheng 008; Xiao Hu; Shanshan Gao 005; Hengshu Zhu; Hui Xiong 001 (SIGIR, 2024)

Graph Signal Diffusion Model for Collaborative Filtering. - Yunqin Zhu; Chao Wang 086; Qi Zhang 053; Hui Xiong 001 (SIGIR, 2024)

Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. - Shuyao Wang; Yongduo Sui; Jiancan Wu; Zhi Zheng 008; Hui Xiong 001 (WSDM, 2024)

Collaboration-Aware Hybrid Learning for Knowledge Development Prediction. - Liyi Chen 001; Chuan Qin 002; Ying Sun 006; Xin Song; Tong Xu 001; Hengshu Zhu; Hui Xiong 001 (WWW, 2024)

Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning. - Shuyao Wang; Yongduo Sui; Chao Wang 086; Hui Xiong 001 (WWW, 2024)

Harnessing Large Language Models for Text-Rich Sequential Recommendation. - Zhi Zheng 008; Wenshuo Chao; Zhaopeng Qiu; Hengshu Zhu; Hui Xiong 001 (WWW, 2024)

Multi-dimensional ability diagnosis for machine learning algorithms. - Qi Liu 003; Zheng Gong 001; Zhenya Huang; Chuanren Liu; Hengshu Zhu; Zhi Li 057; Enhong Chen; Hui Xiong 001 (Sci. China Inf. Sci., 2024)

The Bigger the Better? Rethinking the Effective Model Scale in Long-term Time Series Forecasting. - Jinliang Deng; Xuan Song 001; Ivor W. Tsang; Hui Xiong 001 (CoRR, 2024)

Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models. - Weijia Zhang 003; Jindong Han; Zhao Xu 006; Hang Ni; Hao Liu 026; Hui Xiong 001 (CoRR, 2024)

DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load. - Siyang Li 003; Hui Xiong 001; Yize Chen (CoRR, 2024)

Decode Neural signal as Speech. - Yiqian Yang; Yiqun Duan; Qiang Zhang 029; Renjing Xu; Hui Xiong 001 (CoRR, 2024)

DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives. - Leilei Ding; Dazhong Shen; Chao Wang 086; Tianfu Wang 002; Le Zhang 010; Hui Xiong 001; Yanyong Zhang (CoRR, 2024)

Intriguing Properties of Positional Encoding in Time Series Forecasting. - Jianqi Zhang; Jingyao Wang; Wenwen Qiang; Fanjiang Xu; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (CoRR, 2024)

Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis. - Weiyu Guo; Ziyue Qiao; Ying Sun 006; Hui Xiong 001 (CoRR, 2024)

Uncertainty Quantification on Graph Learning: A Survey. - Chao Chen; Chenghua Guo; Rui Xu; Xiangwen Liao; Xi Zhang 008; Sihong Xie; Hui Xiong 001; Philip S. Yu (CoRR, 2024)

Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension. - Runwei Guan; Ruixiao Zhang; Ningwei Ouyang; Jianan Liu; Ka Lok Man; Xiaohao Cai; Ming Xu 011; Jeremy S. Smith; Eng Gee Lim; Yutao Yue; Hui Xiong 001 (CoRR, 2024)

HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera. - Yunfan Lu; Zipeng Wang; Yusheng Wang 001; Hui Xiong 001 (CoRR, 2024)

MAD: Multi-Alignment MEG-to-Text Decoding. - Yiqian Yang; Hyejeong Jo; Yiqun Duan; Qiang Zhang 029; Jinni Zhou; Won Hee Lee; Renjing Xu; Hui Xiong 001 (CoRR, 2024)

Holistic Memory Diversification for Incremental Learning in Growing Graphs. - Ziyue Qiao; Junren Xiao; Qingqiang Sun; Meng Xiao 001; Hui Xiong 001 (CoRR, 2024)

Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities. - Zhonghao Li; Xuming Hu; Aiwei Liu; Kening Zheng; Sirui Huang; Hui Xiong 001 (CoRR, 2024)

Rethinking LLM-based Preference Evaluation. - Zhengyu Hu; Linxin Song; Jieyu Zhang 001; Zheyuan Xiao; Jingang Wang; Zhenyu Chen; Jieyu Zhao 001; Hui Xiong 001 (CoRR, 2024)

Unleash The Power of Pre-Trained Language Models for Irregularly Sampled Time Series. - Weijia Zhang 003; Chenlong Yin; Hao Liu 026; Hui Xiong 001 (CoRR, 2024)

CinePreGen: Camera Controllable Video Previsualization via Engine-powered Diffusion. - Yiran Chen 020; Anyi Rao; Xuekun Jiang; Shishi Xiao; Ruiqing Ma; Zeyu Wang; Hui Xiong 001; Bo Dai 002 (CoRR, 2024)

TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations. - Mingze Gao; Jingyu Liu; Mingda Li; Jiangtao Xie; Qingbin Liu; Bo Zhao; Xi Chen 073; Hui Xiong 001 (CoRR, 2024)

Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting. - Zhuoning Guo; Hao Liu 026; Le Zhang 010; Qi Zhang 053; Hengshu Zhu; Hui Xiong 001 (CoRR, 2024)

Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting. - Siyang Li 003; Yize Chen; Hui Xiong 001 (CoRR, 2024)

Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding. - Wei Wu 045; Chao Wang 086; Liyi Chen 001; Mingze Yin; Yiheng Zhu 002; Kun Fu; Jieping Ye; Hui Xiong 001; Zheng Wang 027 (CoRR, 2024)

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection. - Yibo Yan; Shen Wang 005; Jiahao Huo; Hang Li 007; Boyan Li; Jiamin Su; Xiong Gao; Yifan Zhang 004; Tianlong Xu; Zhendong Chu; Aoxiao Zhong; Kun Wang 042; et al. (CoRR, 2024)

Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal. - Weijia Zhang 003; Jindong Han; Hao Liu 026; Wei Fan 010; Hao Wang 073; Hui Xiong 001 (CoRR, 2024)

Language Model Preference Evaluation with Multiple Weak Evaluators. - Zhengyu Hu; Jieyu Zhang 001; Zhihan Xiong; Alexander Ratner; Hui Xiong 001; Ranjay Krishna (CoRR, 2024)

NeuGPT: Unified multi-modal Neural GPT. - Yiqian Yang; Yiqun Duan; Hyejeong Jo; Qiang Zhang 029; Renjing Xu; Oiwi Parker Jones; Xuming Hu; Chin-Teng Lin; Hui Xiong 001 (CoRR, 2024)

Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks. - Tianfu Wang 002; Long Yang 004; Chao Wang 086; Chuan Qin 002; Liwei Deng 001; Li Shen 008; Hui Xiong 001 (CoRR, 2024)

TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection. - Wei Wu 045; Zhuoshi Pan; Chao Wang 086; Liyi Chen 001; Yunchu Bai; Kun Fu; Zheng Wang 027; Hui Xiong 001 (CoRR, 2024)

Neuromodulated Meta-Learning. - Jingyao Wang; Huijie Guo; Wenwen Qiang; Jiangmeng Li; Changwen Zheng; Hui Xiong 001; Gang Hua 001 (CoRR, 2024)

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey. - Yunkai Dang; Kaichen Huang; Jiahao Huo; Yibo Yan; Sirui Huang; Dongrui Liu; Mengxi Gao; Jie Zhang 012; Chen Qian 003; Kun Wang 042; Yong Liu 018; Jing Shao; et al. (CoRR, 2024)

Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition. - Jingyao Wang; Yuxuan Yang; Wenwen Qiang; Changwen Zheng; Hui Xiong 001 (CoRR, 2024)

Information filtering and interpolating for semi-supervised graph domain adaptation. - Ziyue Qiao; Meng Xiao 001; Weiyu Guo; Xiao Luo 001; Hui Xiong 001 (Pattern Recognit., 2024)

Manifold Constraint Regularization for Remote Sensing Image Generation. - Xingzhe Su; Changwen Zheng; Wenwen Qiang; Fengge Wu; Junsuo Zhao; Fuchun Sun 001; Hui Xiong 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Robust and Secure Federated Learning Against Hybrid Attacks: A Generic Architecture. - Xiaohan Hao; Chao Lin; Wenhan Dong; Xinyi Huang 001; Hui Xiong 001 (IEEE Trans. Inf. Forensics Secur., 2024)

HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing. - Xiao Han 001; Yuncong Yang; Junjie Wu 002; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning. - Tianfu Wang 002; Li Shen 008; Qilin Fan; Tong Xu 001; Tongliang Liu; Hui Xiong 001 (IEEE Trans. Serv. Comput., 2024)

BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks. - Jindong Han; Weijia Zhang 003; Hao Liu 026; Tao Tao; Naiqiang Tan; Hui Xiong 001 (Proc. VLDB Endow., 2024)

Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews. - Chuan Qin 002; Hengshu Zhu; Dazhong Shen; Ying Sun 006; Kaichun Yao; Peng Wang 173; Hui Xiong 001 (ACM Trans. Inf. Syst., 2024)

A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. - Han Wu 002; Guanqi Zhu; Qi Liu 003; Hengshu Zhu; Hao Wang 076; Hongke Zhao; Chuanren Liu; Enhong Chen; Hui Xiong 001 (IEEE Trans. Big Data, 2024)

Exploiting Cross-Modal Prediction and Relation Consistency for Semisupervised Image Captioning. - Yang Yang 074; Hongchen Wei; Hengshu Zhu; Dianhai Yu; Hui Xiong 001; Jian Yang 003 (IEEE Trans. Cybern., 2024)

GS-RS: A Generative Approach for Alleviating Cold Start and Filter Bubbles in Recommender Systems. - Yuanbo Xu; En Wang; Yongjian Yang 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

How recommendation letters affect career Mobility：Evidence from a social networking sites LinkedIn. - Rui Chang; Xin Wei; Xi Zhang 009; Hui Xiong 001; Hengshu Zhu (Comput. Hum. Behav., 2024)

SetRank: A Setwise Bayesian Approach for Collaborative Ranking in Recommender System. - Chao Wang 086; Hengshu Zhu; Chen Zhu 003; Chuan Qin 002; Enhong Chen; Hui Xiong 001 (ACM Trans. Inf. Syst., 2024)

DEWP: Deep Expansion Learning for Wind Power Forecasting. - Wei Fan 010; Yanjie Fu; Shun Zheng 001; Jiang Bian 002; Yuanchun Zhou; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2024)

Mining technology trends in scientific publications: a graph propagated neural topic modeling approach. - Chenguang Du; Kaichun Yao; Hengshu Zhu; Deqing Wang; Fuzhen Zhuang; Hui Xiong 001 (Knowl. Inf. Syst., 2024)

Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. - Meng Xiao 001; Dongjie Wang; Min Wu 008; Kunpeng Liu 001; Hui Xiong 001; Yuanchun Zhou; Yanjie Fu (ACM Trans. Knowl. Discov. Data, 2024)

GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network. - Shuangli Li; Jingbo Zhou; Tong Xu 001; Liang Huang 001; Fan Wang 021; Haoyi Xiong; Weili Huang; Dejing Dou; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise. - Ziming Ye; Xiao Zhang 015; Xu Chen 004; Hui Xiong 001; Dongxiao Yu (IEEE Trans. Knowl. Data Eng., 2024)

A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning. - Ziyue Qiao; Pengyang Wang; Pengfei Wang 008; Zhiyuan Ning; Yanjie Fu; Yi Du; Yuanchun Zhou; Jianqiang Huang; Xian-Sheng Hua 001; Hui Xiong 001 (ACM Trans. Web, 2024)

RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. - Xiaoshan Yu 002; Chuan Qin 002; Dazhong Shen; Haiping Ma; Le Zhang 010; Xingyi Zhang 001; Hengshu Zhu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Token-Event-Role Structure-Based Multi-Channel Document-Level Event Extraction. - Qizhi Wan; Changxuan Wan; Keli Xiao; Hui Xiong 001; Dexi Liu; Xiping Liu; Rong Hu (ACM Trans. Inf. Syst., 2024)

DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model. - Siyang Li 003; Hui Xiong 001; Yize Chen (IEEE Trans. Smart Grid, 2024)

Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation. - Hanzhe Li 001; Jingjing Gu; Xinjiang Lu; Dazhong Shen; Yuting Liu 001; YaNan Deng; Guoliang Shi; Hui Xiong 001 (ACM Trans. Inf. Syst., 2024)

Bi-Discriminator Domain Adversarial Neural Networks With Class-Level Gradient Alignment. - Chuang Zhao 002; Hongke Zhao; Hengshu Zhu; Zhenya Huang; Nan Feng; Enhong Chen; Hui Xiong 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A survey on large language models for recommendation. - Likang Wu; Zhi Zheng 008; Zhaopeng Qiu; Hao Wang 076; Hongchao Gu; Tingjia Shen; Chuan Qin 002; Chen Zhu 003; Hengshu Zhu; Qi Liu 003; Hui Xiong 001; Enhong Chen (World Wide Web (WWW), 2024)

Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution. - Heli Sun; Zunye Tang; Mengting Cao; Yu Wang 003; Zhou Yang 004; Haokun Xue; Ruirui Xue; Liang He 006; Hui Xiong 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. - Yi Xu 013; Liangzhe Han; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

University Evaluation Through Graduate Employment Prediction: An Influence Based Graph Autoencoder Approach. - Yuyang Ye 002; Hengshu Zhu; Tianyi Cui; Runlong Yu; Le Zhang 010; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading. - Zixuan Yuan; Junming Liu; Haoyi Zhou; Denghui Zhang; Hao Liu 026; Nengjun Zhu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Bilateral Multi-Behavior Modeling for Reciprocal Recommendation in Online Recruitment. - Zhi Zheng 008; Xiao Hu; Zhaopeng Qiu; Yuan Cheng; Shanshan Gao 005; Yang Song 021; Hengshu Zhu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

TriMLP: A Foundational MLP-Like Architecture for Sequential Recommendation. - Yiheng Jiang; Yuanbo Xu; Yongjian Yang 001; Funing Yang; Pengyang Wang; Chaozhuo Li; Fuzhen Zhuang; Hui Xiong 001 (ACM Trans. Inf. Syst., 2024)

Towards Task Sampler Learning for Meta-Learning. - Jingyao Wang; Wenwen Qiang; Xingzhe Su; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (Int. J. Comput. Vis., 2024)

Rethinking Robust Multivariate Time Series Anomaly Detection: A Hierarchical Spatio-Temporal Variational Perspective. - Xiao Zhang 015; Shuqing Xu; Huashan Chen; Zekai Chen; Fuzhen Zhuang; Hui Xiong 001; Dongxiao Yu (IEEE Trans. Knowl. Data Eng., 2024)

Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation. - Yuyang Ye 002; Zhi Zheng 008; Yishan Shen; Tianshu Wang 004; Hengruo Zhang; Peijun Zhu; Runlong Yu; Kai Zhang 001; Hui Xiong 001 (AAAI, 2025)

TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations. - Mingze Gao; Jingyu Liu; Mingda Li; Jiangtao Xie; Qingbin Liu; Kevin Zhao; Xi Chen; Hui Xiong 001 (AAAI, 2025)

LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data. - Cehao Yang; Xueyuan Lin; Chengjin Xu; Xuhui Jiang; Shengjie Ma; Aofan Liu; Hui Xiong 001; Jian Guo (ACL (Findings), 2025)

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification. - Ziyue Qiao; Junren Xiao; Qingqiang Sun; Meng Xiao 001; Xiao Luo 001; Hui Xiong 001 (ICLR, 2025)

CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching. - Xingjian Wu; Xiangfei Qiu; Zhengyu Li; Yihang Wang 004; Jilin Hu; Chenjuan Guo; Hui Xiong 001; Bin Yang 002 (ICLR, 2025)

LLMLight: Large Language Models as Traffic Signal Control Agents. - Siqi Lai; Zhao Xu 006; Weijia Zhang 003; Hao Liu 026; Hui Xiong 001 (KDD (1), 2025)

Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction. - Pengfei Yu; Jingjing Gu; Dazhong Shen; Xin Dong 010; Yang Liu 390; Hui Xiong 001 (KDD (1), 2025)

LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning. - Shengming Zhang; Le Zhang 010; Jingbo Zhou; Zhi Zheng 008; Hui Xiong 001 (KDD (1), 2025)

Labor Migration Modeling Through Large-Scale Job Query Data. - Zhuoning Guo; Le Zhang 010; Hengshu Zhu; Weijia Zhang 003; Hui Xiong 001; Hao Liu 026 (PAKDD (1), 2025)

LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System. - Tianfu Wang 002; Yi Zhan; Jianxun Lian; Zhengyu Hu; Nicholas Jing Yuan; Qi Zhang 066; Xing Xie 001; Hui Xiong 001 (WWW (Companion Volume), 2025)

Automatic Instruction Data Selection for Large Language Models via Uncertainty-Aware Influence Maximization. - Jindong Han; Hao Liu 026; Jun Fang; Naiqiang Tan; Hui Xiong 001 (WWW, 2025)

Unleashing the Power of Large Language Model for Denoising Recommendation. - Shuyao Wang; Zhi Zheng 008; Yongduo Sui; Hui Xiong 001 (WWW, 2025)

Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation. - Shengzhe Zhang; Liyi Chen 001; Dazhong Shen; Chao Wang 086; Hui Xiong 001 (WWW, 2025)

GPS: graph contrastive learning via multi-scale augmented views from adversarial pooling. - Wei Ju 001; Yiyang Gu; Zhengyang Mao; Ziyue Qiao; Yifang Qin; Xiao Luo 001; Hui Xiong 001; Ming Zhang 004 (Sci. China Inf. Sci., 2025)

Transparent prediction of financial analyst recommendation quality using generalized additive model. - Shuai Jiang; Xiaoxin Pan; Yanhong Guo; Chuanren Liu; Hui Xiong 001 (Electron. Commer. Res. Appl., 2025)

Multiple financial analyst opinions aggregation based on uncertainty-aware quality evaluation. - Shuai Jiang; Wenjun Zhou 001; Yanhong Guo; Hui Xiong 001 (Eur. J. Oper. Res., 2025)

Cognitive Disentanglement for Referring Multi-Object Tracking. - Shaofeng Liang; Runwei Guan; Wangwang Lian; Daizong Liu; Xiaolou Sun; Dongming Wu; Yutao Yue; Weiping Ding 001; Hui Xiong 001 (Inf. Fusion, 2025)

Enhancing job recommendations with LLM-based resume completion: A behavior-denoised alignment approach. - Chen Zhu 003; Xiao Hu; Han Wu 002; Chuan Qin 002; Hengshu Zhu; Hui Xiong 001 (Inf. Process. Manag., 2025)

On the discriminability of self-supervised representation learning. - Zeen Song; Wenwen Qiang; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (Inf. Sci., 2025)

Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach. - Haiping Ma; Manwei Li; Chuan Qin 002; Dazhong Shen; Hengshu Zhu; Xingyi Zhang 001; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2025)

CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks. - Shengming Zhang; Le Zhang 010; Jingbo Zhou; Hui Xiong 001 (CoRR, 2025)

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. - Dongjie Wang; Yanyong Huang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Tao Zhe; Kunpeng Liu 001; Meng Xiao 001; Pengfei Wang 008; Pengyang Wang; et al. (CoRR, 2025)

EventVL: Understand Event Streams via Multimodal Large Language Model. - Pengteng Li; Yunfan Lu; Pinhao Song; Wuyang Li; Huizai Yao; Hui Xiong 001 (CoRR, 2025)

A Comprehensive Survey on Self-Interpretable Neural Networks. - Yang Ji 004; Ying Sun 006; Yuting Zhang; Zhigaoyuan Wang; Yuanxin Zhuang; Zheng Gong 001; Dazhong Shen; Chuan Qin 002; Hengshu Zhu; Hui Xiong 001 (CoRR, 2025)

RGB-Event ISP: The Dataset and Benchmark. - Yunfan Lu; Yanlin Qian; Ziyang Rao; Junren Xiao; Liming Chen; Hui Xiong 001 (CoRR, 2025)

Hierarchical Deep Reinforcement Learning for Computation Offloading in Autonomous Multi-Robot Systems. - Wen Gao 022; Zhiwen Yu 001; Liang Wang 017; Helei Cui; Bin Guo 001; Hui Xiong 001 (IEEE Robotics Autom. Lett., 2025)

JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer. - Zhihao Guan; Jia-Qi Yang 001; Yang Yang 074; Hengshu Zhu; Wenjie Li 002; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2025)

OneForecast: A Universal Framework for Global and Regional Weather Forecasting. - Yuan Gao; Hao Wu 094; Ruiqi Shu; Huanshuo Dong; Fan Xu 009; Rui Chen; Yibo Yan; Qingsong Wen; Xuming Hu; Kun Wang 056; Jiahao Wu 004; Qing Li 001; et al. (CoRR, 2025)

Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models. - Rui Cai 006; Chao Wang 086; Qianyi Cai; Dazhong Shen; Hui Xiong 001 (CoRR, 2025)

GENERator: A Long-Context Generative Genomic Foundation Model. - Wei Wu 045; Qiuyi Li; Mingyang Li; Kun Fu; Fuli Feng; Jieping Ye; Hui Xiong 001; Zheng Wang 027 (CoRR, 2025)

AnimAlte:Designing AI-Infused Cartoon Videos to Improve Preschoolers' Language Learning with Family Engagement at Home. - Shiya Tsang; Ruiyao Miao; Junren Xiao; Hui Xiong 001 (CoRR, 2025)

A Survey of fMRI to Image Reconstruction. - Weiyu Guo; Guoying Sun; JianXiang He; Tong Shao; Shaoguang Wang; Ziyang Chen; Meisheng Hong; Ying Sun 006; Hui Xiong 001 (CoRR, 2025)

SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation. - Junlong Ren; Hao Wu 094; Hui Xiong 001; Hao Wang (CoRR, 2025)

SEE: See Everything Every Time - Adaptive Brightness Adjustment for Broad Light Range Images via Events. - Yunfan Lu; Xiaogang Xu 002; Hao Lu 009; Yanlin Qian; Pengteng Li; Huizai Yao; Bin Yang 002; Junyi Li; Qianyi Cai; Weiyu Guo; Hui Xiong 001 (CoRR, 2025)

A Survey of Text Watermarking in the Era of Large Language Models. - Aiwei Liu; Leyi Pan; Yijian Lu; Jingjing Li 007; Xuming Hu; Xi Zhang 008; Lijie Wen 001; Irwin King; Hui Xiong 001; Philip S. Yu (ACM Comput. Surv., 2025)

A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. - Chuan Qin 002; Le Zhang 010; Yihang Cheng 001; Rui Zha; Dazhong Shen; Qi Zhang 053; Xi Chen 073; Ying Sun 006; Chen Zhu 003; Hengshu Zhu; Hui Xiong 001 (Proc. IEEE, 2025)

Can Large Language Models Help Experimental Design for Causal Discovery? - Junyi Li; Yongqiang Chen 002; Chenxi Liu; Qianyi Cai; Tongliang Liu; Bo Han 003; Kun Zhang 001; Hui Xiong 001 (CoRR, 2025)

SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction. - Lu Dai; Yijie Xu; Jinhui Ye; Hao Liu 026; Hui Xiong 001 (CoRR, 2025)

TimeFound: A Foundation Model for Time Series Forecasting. - Congxi Xiao; Jingbo Zhou; Yixiong Xiao; Xinjiang Lu; Lei Zhang 060; Hui Xiong 001 (CoRR, 2025)

Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking. - Yijie Xu; Aiwei Liu; Xuming Hu; Lijie Wen 001; Hui Xiong 001 (CoRR, 2025)

Simulating the Real World: A Unified Survey of Multimodal Generative Models. - Yuqi Hu; Longguang Wang; Xian Liu; Ling-Hao Chen; Yuwei Guo 002; Yukai Shi; Ce Liu; Anyi Rao; Zeyu Wang; Hui Xiong 001 (CoRR, 2025)

Talk2PC: Enhancing 3D Visual Grounding through LiDAR and Radar Point Clouds Fusion for Autonomous Driving. - Runwei Guan; Jianan Liu; Ningwei Ouyang; Daizong Liu; Xiaolou Sun; Lianqing Zheng; Ming Xu 011; Yutao Yue; Hui Xiong 001 (CoRR, 2025)

HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling. - Ming-Hsuan Yang 001; Zhi-An Huang; Zhihang Zheng; Yuqiao Liu 004; Shichen Zhang; Pengfei Zhang 005; Hui Xiong 001; Shaojun Tang (CoRR, 2025)

From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution. - Zhe Zhao 008; Haibin Wen; Pengkun Wang 001; Ye Wei; Zaixi Zhang; Xi Lin 001; Fei Liu 044; Bo An 001; Hui Xiong 001; Yang Wang 015; Qingfu Zhang 001 (CoRR, 2025)

Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding. - Weiyu Guo; Ziyang Chen; Shaoguang Wang; JianXiang He; Yijie Xu; Jinhui Ye; Ying Sun 006; Hui Xiong 001 (CoRR, 2025)

SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models. - Chuan Qin 002; Xin Chen; Chengrui Wang; Pengmin Wu; Xi Chen 073; Yihang Cheng 001; Jingyi Zhao; Meng Xiao 001; Xiangchao Dong; Qingqing Long; Boya Pan; Han Wu 002; et al. (CoRR, 2025)

Scalable Pre-Training of Compact Urban Spatio-Temporal Predictive Models on Large-Scale Multi-Domain Data. - Jindong Han; Hao Wang 073; Hui Xiong 001; Hao Liu 026 (Proc. VLDB Endow., 2025)

Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning. - Ying Sun 006; Yang Ji 004; Hengshu Zhu; Fuzhen Zhuang; Qing He 003; Hui Xiong 001 (ACM Trans. Inf. Syst., 2025)

3DBonsai: Structure-Aware Bonsai Modeling Using Conditioned 3D Gaussian Splatting. - Hao Wu 094; Hao Wang; Ruochong Li; Xuran Ma; Hui Xiong 001 (CoRR, 2025)

TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning. - Hang Ni; Fan Liu; Xinyu Ma; Lixin Su; Shuaiqiang Wang; Dawei Yin; Hui Xiong 001; Hao Liu 026 (CoRR, 2025)

Multimodal 3D Genome Pre-training. - Minghao Yang; Pengteng Li; Yan Liang; Qianyi Cai; Zhihang Zheng; Shichen Zhang; Pengfei Zhang 005; Zhi-An Huang; Hui Xiong 001 (CoRR, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

GVPO: Group Variance Policy Optimization for Large Language Model Post-Training. - Kaichen Zhang; Yuzhong Hong; Junwei Bao 001; Hongfei Jiang; Yang Song 021; Dingqian Hong; Hui Xiong 001 (CoRR, 2025)

On the Generalization and Causal Explanation in Self-Supervised Learning. - Wenwen Qiang; Zeen Song; Ziyin Gu; Jiangmeng Li; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (Int. J. Comput. Vis., 2025)

From Events to Enhancement: A Survey on Event-Based Imaging Technologies. - Yunfan Lu; Xiaogang Xu 002; Pengteng Li; Yusheng Wang 001; Yi Cui; Huizai Yao; Hui Xiong 001 (CoRR, 2025)

Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs. - Jingyao Wang; Wenwen Qiang; Zeen Song; Changwen Zheng; Hui Xiong 001 (CoRR, 2025)

GCAL: Adapting Graph Models to Evolving Domain Shifts. - Ziyue Qiao; Qianyi Cai; Hao Dong 010; Jiawei Gu; Pengyang Wang; Meng Xiao 001; Xiao Luo 001; Hui Xiong 001 (CoRR, 2025)

Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning. - Cehao Yang; Xueyuan Lin; Chengjin Xu; Xuhui Jiang; Xiaojun Wu; Honghao Liu; Hui Xiong 001; Jian Guo (CoRR, 2025)

On the Transferability and Discriminability of Repersentation Learning in Unsupervised Domain Adaptation. - Wenwen Qiang; Ziyin Gu; Lingyu Si; Jiangmeng Li; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (CoRR, 2025)

Handling Over-Smoothing and Over-Squashing in Graph Convolution With Maximization Operation. - Dazhong Shen; Chuan Qin 002; Qi Zhang 053; Hengshu Zhu; Hui Xiong 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes. - Yishan Shen; Yuyang Ye 002; Hui Xiong 001; Yong Chen (CoRR, 2025)

Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives. - Wei Zeng; Hengshu Zhu; Chuan Qin 002; Han Wu 002; Yihang Cheng 001; Sirui Zhang; Xiaowei Jin; Yinuo Shen; Zhenxing Wang; Feimin Zhong; Hui Xiong 001 (CoRR, 2025)

Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study. - Zhengyu Hu; Jianxun Lian; Zheyuan Xiao; Seraphina Zhang; Tianfu Wang 002; Nicholas Jing Yuan; Xing Xie 001; Hui Xiong 001 (CoRR, 2025)

Da Yu: Towards USV-Based Image Captioning for Waterway Surveillance and Scene Understanding. - Runwei Guan; Ningwei Ouyang; Tianhao Xu; Shaofeng Liang; Wei Dai; Yafeng Sun; Shang Gao; Songning Lai; Shanliang Yao; Xuming Hu; Ryan Wen Liu; Yutao Yue; et al. (CoRR, 2025)

Efficient Skill Discovery via Regret-Aware Optimization. - He Zhang; Ming Zhou; Shaopeng Zhai; Ying Sun 006; Hui Xiong 001 (CoRR, 2025)

Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective. - Jiangmeng Li; Zehua Zang; Qirui Ji; Chuxiong Sun; Wenwen Qiang; Junge Zhang; Changwen Zheng; Fuchun Sun 001; Hui Xiong 001 (Int. J. Comput. Vis., 2025)

BayesTTA: Continual-Temporal Test-Time Adaptation for Vision-Language Models via Gaussian Discriminant Analysis. - Shuang Cui; Jinglin Xu; Yi Li; Xiongxin Tang; Jiangmeng Li; Jiahuan Zhou; Fanjiang Xu; Fuchun Sun 001; Hui Xiong 001 (CoRR, 2025)

Virne: A Comprehensive Benchmark for Deep RL-based Network Resource Allocation in NFV. - Tianfu Wang 002; Liwei Deng 001; Xi Chen; Junyang Wang; Huiguo He; Leilei Ding; Wei Wu 045; Qilin Fan; Hui Xiong 001 (CoRR, 2025)

Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks. - Shuang Cui; Yi Li; Jiangmeng Li; Xiongxin Tang; Bing Su 001; Fanjiang Xu; Hui Xiong 001 (Int. J. Comput. Vis., 2025)

RSPO: Risk-Seeking Policy Optimization for Pass@k and Max@k Metrics in Large Language Models. - Kaichen Zhang; Shenghao Gao; Yuzhong Hong; Haipeng Sun; Junwei Bao 001; Hongfei Jiang; Yang Song 021; Dingqian Hong; Hui Xiong 001 (CoRR, 2025)

OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting. - Sisuo Lyu; Siru Zhong; Weilin Ruan; Qingxiang Liu; Qingsong Wen; Hui Xiong 001; Yuxuan Liang (CoRR, 2025)

Less is More: Token-Efficient Video-QA via Adaptive Frame-Pruning and Semantic Graph Integration. - Shaoguang Wang; Ziyang Chen; Yijie Xu; Weiyu Guo; Hui Xiong 001 (CoRR, 2025)

VSI: Visual Subtitle Integration for Keyframe Selection to enhance Long Video Understanding. - JianXiang He; Shaoguang Wang; Weiyu Guo; Meisheng Hong; Jungang Li; Yijie Xu; Ziyang Chen; Hui Xiong 001 (CoRR, 2025)

LLMCDSR: Enhancing Cross-Domain Sequential Recommendation with Large Language Models. - Haoran Xin 001; Ying Sun 006; Chao Wang 086; Hui Xiong 001 (ACM Trans. Inf. Syst., 2025)

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 012; Wenhai Wang; et al. (ACM Comput. Surv., 2025)