Techniques of integrating Datalog with PROLOG. - Yangyong Zhu; Depei Guo; Baile Shi (J. Comput. Sci. Technol., 1997)

Mining Association Rules with Negative Items Using Interest Measure. - Haofeng Zhou; Pan Gao; Yangyong Zhu (Web-Age Information Management, 2000)

ARMiner: A Data Mining Tool Based on Association Rules. - Haofeng Zhou; Beijun Ruan; Jianqiu Zhu; Yangyong Zhu; Baile Shi (WAIM, 2001)

ARMiner: A Data Mining Tool Based on Association Rules. - Haofeng Zhao; Jianqiu Zhu; Yangyong Zhu; Baile Shi (J. Comput. Sci. Technol., 2002)

A New Algorithm for Performing Ratings-Based Collaborative Filtering. - Fengzhao Yang; Yangyong Zhu; Bole Shi (APWeb, 2003)

A Multi-Supports-Based Sequential Pattern Mining Algorithm. - Yun Xiong; Yangyong Zhu (CIT, 2005)

A Top-Down Algorithm for Mining Web Access Patterns from Web Logs. - Jiankui Guo; Beijun Ruan; Zunping Cheng; Fang-zhong Su; Yaqin Wang; Xu-bin Deng; Ning Shang; Yangyong Zhu (PAKDD, 2005)

L-Tree Match: A New Data Extraction Model and Algorithm for Huge Text Stream with Noises. - Xu-bin Deng; Yangyong Zhu (J. Comput. Sci. Technol., 2005)

Grid-Enabled Metropolis Shared Research Platform. - Yue Chen; Yaqin Wang; Yangyong Zhu (APWeb Workshops, 2006)

Estimating Similarity over Data Streams Based on Dynamic Time Warping. - Jiankui Guo; Qing Wang; Zhenhua Huang 005; Sheng-Li Sun; Yangyong Zhu (FSKD (3), 2007)

SPANBRE: An Efficient Hierarchical Clustering Algorithm for Spatial Data with Neighborhood Relations. - Yaqin Wang; Yue Chen; Minggui Qin; Yangyong Zhu (FSKD (3), 2007)

An Efficient Algorithm for Web Access Pattern Mining. - Sen Yang; Jiankui Guo; Yangyong Zhu (FSKD (2), 2007)

Incremental Mining of Sequential Patterns Using Prefix Tree. - Yue Chen; Jiankui Guo; Yaqin Wang; Yun Xiong; Yangyong Zhu (PAKDD, 2007)

An Agent-Based Approach to Mine Transcriptional Regulatory Elements. - Yun Xiong; Guangyong Zheng; Qing Yang; Yangyong Zhu (Web Intelligence/IAT Workshops, 2008)

Efficient Maintaining of Skyline over Probabilistic Data Stream. - Jin-Jiu Li; Sheng-Li Sun; Yangyong Zhu (ICNC (4), 2008)

ITFP: an integrated platform of mammalian transcription factors. - Guangyong Zheng; Kang Tu; Qing Yang; Yun Xiong; Chaochun Wei; Lu Xie; Yangyong Zhu; Yixue Li (Bioinform., 2008)

The combination approach of SVM and ECOC for powerful identification and classification of transcription factor. - Guangyong Zheng; Ziliang Qian; Qing Yang; Chaochun Wei; Lu Xie; Yangyong Zhu; Yixue Li (BMC Bioinform., 2008)

Data Explosion, Data Nature and Dataology. - Yangyong Zhu; Ning Zhong 001; Yun Xiong (Brain Informatics, 2009)

Mining Peculiarity Groups in Day-by-Day Behavioral Datasets. - Yun Xiong; Yangyong Zhu (ICDM, 2009)

A Cost-Effective LSH Filter for Fast Pairwise Mining. - Gang Zhao; Yun Xiong; Longbing Cao; Dan Luo 001; Xuchun Su; Yangyong Zhu (ICDM, 2009)

A Collaborative Multiagent System for Mining Transcriptional Regulatory Elements. - Yun Xiong; Guangyong Zheng; Qing Yang; Yangyong Zhu (IEEE Intell. Syst., 2009)

TOPPER: An algorithm for mining top k patterns in biological sequences based on regularity measurement. - Yun Xiong; Junhua He; Yangyong Zhu (BIBM Workshops, 2010)

A Brain Data Integration Model Based on Multiple Ontology and Semantic Similarity. - Li Xue; Yun Xiong; Yangyong Zhu (Brain Informatics, 2010)

User Navigation Behavior Mining Using Multiple Data Domain Description. - Li Xue; Ming Chen; Yun Xiong; Yangyong Zhu (Web Intelligence/IAT Workshops, 2010)

Mining hub-based protein complexes in massive biological networks. - Zhijie Lin; Yan Chen; Shiwei Wu; Yun Xiong; Yangyong Zhu; Guangyong Zheng (BIBM Workshops, 2012)

FIND - A Data Cloud Platform for Financial Data Services. - Zhicheng Liao; Yun Xiong; Yangyong Zhu (DATA, 2012)

Clustering Based on Yukawa Potential. - Xue Bai; Zezhen Lin; Yun Xiong; Yangyong Zhu (SDM, 2012)

Construction of Chinese A-shares Network Using Latent Dirichlet Allocation. - Mingmin Chi; Jun Liu; Huijun He; Jiangfeng Bao; Yangyong Zhu (Web Intelligence, 2012)

Link Prediction Using BenefitRanks in Weighted Networks. - Zhijie Lin; Yun Xiong; Yangyong Zhu (Web Intelligence, 2012)

Towards Cohesive Anomaly Mining. - Yun Xiong; Yangyong Zhu; Philip S. Yu; Jian Pei 001 (AAAI, 2013)

Co-anomaly Event Detection in Multiple Temperature Series. - Xue Bai; Yun Xiong; Yangyong Zhu; Qi Liu 003; Zhiyuan Chen 003 (KSEM, 2013)

Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion. - Li Xue; Yun Xiong; Yangyong Zhu; Jianfeng Wu; Zhiyuan Chen 003 (PAKDD (2), 2013)

Time Series Representation: A Random Shifting Perspective. - Xue Bai; Yun Xiong; Yangyong Zhu; Hengshu Zhu (WAIM, 2013)

Microblogging Personalized Recommendation Based on Ego Networks. - Jing Sun 008; Yangyong Zhu (Web Intelligence, 2013)

A Spark-Based Big Data Platform for Massive Remote Sensing Data Processing. - Zhongyi Sun 002; Fengke Chen; Mingmin Chi; Yangyong Zhu (ICDS, 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)

Defining Data Science. - Yangyong Zhu; Yun Xiong (CoRR, 2015)

The Challenges of Data Quality and Data Quality Assessment in the Big Data Era. - Li Cai; Yangyong Zhu (Data Sci. J., 2015)

Towards Data Science. - Yangyong Zhu; Yun Xiong (Data Sci. J., 2015)

Top-k Similarity Join in Heterogeneous Information Networks. - Yun Xiong; Yangyong Zhu; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2015)

NetCycle: Collective Evolution Inference in Heterogeneous Information Networks. - Yizhou Zhang; Yun Xiong; Xiangnan Kong; Yangyong Zhu (KDD, 2016)

Big Data for Remote Sensing: Challenges and Opportunities. - Mingmin Chi; Antonio Plaza; Jón Atli Benediktsson; Zhongyi Sun 002; Jinsheng Shen; Yangyong Zhu (Proc. IEEE, 2016)

Learning Node Embeddings in Interaction Graphs. - Yao Zhang 009; Yun Xiong; Xiangnan Kong; Yangyong Zhu (CIKM, 2017)

Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities. - Yao Zhang 009; Yun Xiong; Xinyue Liu 003; Xiangnan Kong; Yangyong Zhu (SDM, 2017)

How the Passengers Flow in Complex Metro Networks? - Guandong Sun; Yun Xiong; Yangyong Zhu (SSDBM, 2017)

Predicting Disease-related Associations by Heterogeneous Network Embedding. - Yun Xiong; Lu Ruan 002; Mengjie Guo; Chunlei Tang; Xiangnan Kong; Yangyong Zhu; Wei Wang 010 (BIBM, 2018)

Tracking Dynamic Magnet Communities: Insights from a Network Perspective. - Chang Liao; Yun Xiong; Xiangnan Kong; Yangyong Zhu (DASFAA (1), 2018)

Functional-Oriented Relationship Strength Estimation: From Online Events to Offline Interactions. - Chang Liao; Yun Xiong; Xiangnan Kong; Yangyong Zhu; Shimin Zhao; Shanshan Li 001 (DASFAA (1), 2018)

Deep Collective Classification in Heterogeneous Information Networks. - Yizhou Zhang; Yun Xiong; Xiangnan Kong; Shanshan Li 001; Jinhong Mi; Yangyong Zhu (WWW, 2018)

数据质量的历史沿革和发展趋势 (History and Development Tendency of Data Quality). - Li Cai; Yu Liang; Yangyong Zhu; Jing He 012 (计算机科学, 2018)

NetCycle+: A Framework for Collective Evolution Inference in Dynamic Heterogeneous Networks. - Yun Xiong; Yizhou Zhang; Xiangnan Kong; Yangyong Zhu (IEEE Trans. Knowl. Data Eng., 2018)

Metapath Enhanced Graph Attention Encoder for HINs Representation Learning. - Yuwei Fu; Yun Xiong; Philip S. Yu; Tianyi Tao; Yangyong Zhu (IEEE BigData, 2019)

Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention. - Yizhu Jiao; Yun Xiong; Jiawei Zhang 001; Yangyong Zhu (CIKM, 2019)

EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation. - Xiancheng Xie; Yun Xiong; Philip S. Yu; Yangyong Zhu (CIKM, 2019)

Attention-Based Abnormal-Aware Fusion Network for Radiology Report Generation. - Xiancheng Xie; Yun Xiong; Philip S. Yu; Kangan Li; Suhua Zhang; Yangyong Zhu (DASFAA (3), 2019)

DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks. - Yun Xiong; Yao Zhang 009; Hanjie Fu; Wei Wang 010; Yangyong Zhu; Philip S. Yu (DASFAA (1), 2019)

Net2Text: An Edge Labelling Language Model for Personalized Review Generation. - Shaofeng Xu; Yun Xiong; Xiangnan Kong; Yangyong Zhu (DASFAA (1), 2019)

GAN-Based Deep Matrix Factorization for Recommendation Systems. - Qingqin Wang; Yun Xiong; Yangyong Zhu (ICDS, 2019)

NetMerger: Predicting Cross-network Links in Merged Heterogeneous Networks. - Yao Zhang 009; Yun Xiong; Lu Ruan 002; Xiangnan Kong; Yangyong Zhu (WI (Companion), 2019)

Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines. - Chunlei Tang; Yangyong Zhu; Suzanne V. Blackley; Joseph M. Plasek; Meihan Wan; Li Zhou 007; Jing Ma; David W. Bates (IEEE Access, 2019)

数据资产相关概念综述 (Survey of Concepts Related to Data Assets). - Yazhen Ye; Guohua Liu; Yangyong Zhu (计算机科学, 2019)

IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking. - Tianyi Tao; Yun Xiong; Guosen Wang; Yao Zhang 009; Peng Tian; Yangyong Zhu (APWeb/WAIM (1), 2020)

KASR: Knowledge-Aware Sequential Recommendation. - Qingqin Wang; Yun Xiong; Yangyong Zhu; Philip S. Yu (APWeb/WAIM (1), 2020)

Multi-task Attributed Graphical Lasso. - Yao Zhang 009; Yun Xiong; Xiangnan Kong; Xinyue Liu 003; Yangyong Zhu (APWeb/WAIM (1), 2020)

Few-shot Radiology Report Generation for Rare Diseases. - Xing Jia; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Yangyong Zhu (BIBM, 2020)

TI-GCN: A Dynamic Network Embedding Method with Time Interval Information. - Yali Xiang; Yun Xiong; Yangyong Zhu (IEEE BigData, 2020)

CommDGI: Community Detection Oriented Deep Graph Infomax. - Tianqi Zhang; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Yizhu Jiao; Yangyong Zhu (CIKM, 2020)

SpEC: Sparse Embedding-Based Community Detection in Attributed Graphs. - Huidi Chen; Yun Xiong; Changdong Wang 001; Yangyong Zhu; Wei Wang 010 (DASFAA (3), 2020)

MinSR: Multi-level Interests Network for Session-Based Recommendation. - Tao Lei; Yun Xiong; Peng Tian; Yangyong Zhu (DASFAA (2), 2020)

SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic Prediction. - Yi Xie 003; Yun Xiong; Yangyong Zhu (DASFAA (1), 2020)

Code2Text: Dual Attention Syntax Annotation Networks for Structure-Aware Code Translation. - Yun Xiong; Shaofeng Xu; Keyao Rong; Xinyue Liu 003; Xiangnan Kong; Shanshan Li 001; Philip S. Yu; Yangyong Zhu (DASFAA (3), 2020)

Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning. - Yizhu Jiao; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Tianqi Zhang; Yangyong Zhu (ICDM, 2020)

SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks. - Yao Zhang 009; Yun Xiong; Yun Ye; Tengfei Liu; Weiqiang Wang; Yangyong Zhu; Philip S. Yu (KDD, 2020)

ISTD-GCN: Iterative Spatial-Temporal Diffusion Graph Convolutional Network for Traffic Speed Forecasting. - Yi Xie 003; Yun Xiong; Yangyong Zhu (CoRR, 2020)

Following data as it crosses borders during the COVID-19 pandemic. - Joseph M. Plasek; Chunlei Tang; Yangyong Zhu; Yajun Huang; David W. Bates (J. Am. Medical Informatics Assoc., 2020)

A measure based pricing framework for data products. - Yazhen Ye; Yao Zhang 009; Guohua Liu; Yangyong Zhu (Web Intell., 2020)

Addressing Disparities in Diabetes Using Temporal Fairness Models. - Joseph M. Plasek; Chunlei Tang; Xiaoxia Wang; Yun Xiong; Yangyong Zhu; Yanming He; Patricia C. Dykes; David W. Bates; Li Zhou 007 (AMIA, 2021)

Radiology Report Generation for Rare Diseases via Few-shot Transformer. - Xing Jia; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Suzanne V. Blackley; Yangyong Zhu; Chunlei Tang (BIBM, 2021)

C2BERT: Cross-contrast BERT for Chinese Biomedical Sentence Representation. - Xiaosu Wang; Yun Xiong; Hao Niu; Yao Zhang 009; Yangyong Zhu (BIBM, 2021)

Improving Chinese Character Representation with Formation Graph Attention Network. - Xiaosu Wang; Yun Xiong; Hao Niu; Jingwen Yue; Yangyong Zhu; Philip S. Yu (CIKM, 2021)

CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph. - Yao Zhang 009; Yun Xiong; Dongsheng Li 002; Caihua Shan; Kan Ren; Yangyong Zhu (CIKM, 2021)

BioHanBERT: A Hanzi-aware Pre-trained Language Model for Chinese Biomedical Text Mining. - Xiaosu Wang; Yun Xiong; Hao Niu; Jingwen Yue; Yangyong Zhu; Philip S. Yu (ICDM, 2021)

HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval. - Yu Duan; Yun Xiong; Yao Zhang 009; Yuwei Fu; Yangyong Zhu (ICMR, 2021)

AutoCite: Multi-Modal Representation Fusion for Contextual Citation Generation. - Qingqin Wang; Yun Xiong; Yao Zhang 009; Jiawei Zhang 001; Yangyong Zhu (WSDM, 2021)

Highly Liquid Temporal Interaction Graph Embeddings. - Huidi Chen; Yun Xiong; Yangyong Zhu; Philip S. Yu (WWW, 2021)

GraphInception: Convolutional Neural Networks for Collective Classification in Heterogeneous Information Networks. - Yun Xiong; Yizhou Zhang; Xiangnan Kong; Huidi Chen; Yangyong Zhu (IEEE Trans. Knowl. Data Eng., 2021)

IGE+: A Framework for Learning Node Embeddings in Interaction Graphs. - Yao Zhang 009; Yun Xiong; Xiangnan Kong; Zhuang Niu; Yangyong Zhu (IEEE Trans. Knowl. Data Eng., 2021)

Few-Shot Radiology Report Generation via Knowledge Transfer and Multi-modal Alignment. - Xing Jia; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Yangyong Zhu; Philip S. Yu (BIBM, 2022)

RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation. - Yao Zhang 009; Yun Xiong; Yiheng Sun; Caihua Shan; Tian Lu; Hui Song; Yangyong Zhu (CIKM, 2022)

Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification. - Hao Niu; Yun Xiong; Jian Gao; Zhongchen Miao; Xiaosu Wang; Hongrun Ren; Yao Zhang 009; Yangyong Zhu (COLING, 2022)

Concurrent Transformer for Spatial-Temporal Graph Modeling. - Yi Xie 003; Yun Xiong; Yangyong Zhu; Philip S. Yu; Cheng Jin; Qiang Wang; Haihong Li (DASFAA (3), 2022)

Cross-Modal Contrastive Learning for Code Search. - Zejian Shi; Yun Xiong; Xiaolong Zhang; Yao Zhang 009; Shanshan Li 001; Yangyong Zhu (ICSME, 2022)

CLARE: A Semi-supervised Community Detection Algorithm. - Xixi Wu; Yun Xiong; Yao Zhang 009; Yizhu Jiao; Caihua Shan; Yiheng Sun; Yangyong Zhu; Philip S. Yu (KDD, 2022)

Triangle Graph Interest Network for Click-through Rate Prediction. - Wensen Jiang; Yizhu Jiao; Qingqin Wang; Chuanming Liang; Lijie Guo; Yao Zhang 009; Zhijun Sun; Yun Xiong; Yangyong Zhu (WSDM, 2022)

Exploring the form of big data products and the supporting systems. - Yazhen Ye; Yao Zhang 009; Yangyong Zhu (J. Big Data, 2022)

Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs. - Yizhu Jiao; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Tianqi Zhang; Yangyong Zhu (Knowl. Inf. Syst., 2022)

Multi-task attributed graphical lasso and its application in fund classification. - Yao Zhang 009; Sijia Peng; Yun Xiong; Xiangnan Kong; Xinyue Liu 003; Yangyong Zhu (World Wide Web, 2022)

RDGSL: Dynamic Graph Representation Learning with Structure Learning. - Siwei Zhang 001; Yun Xiong; Yao Zhang 009; Yiheng Sun; Xi Chen 072; Yizhu Jiao; Yangyong Zhu (CIKM, 2023)

Automatic ICD Coding Based on Segmented ClinicalBERT with Hierarchical Tree Structure Learning. - Beichen Kang; Xiaosu Wang; Yun Xiong; Yao Zhang 009; Chaofan Zhou; Yangyong Zhu; Jiawei Zhang 001; Chunlei Tang (DASFAA (4), 2023)

Hierarchical Encoder-Decoder with Addressable Memory Network for Diagnosis Prediction. - Mingxia Wang; Yun Xiong; Yao Zhang 009; Philip S. Yu; Yangyong Zhu (DASFAA (4), 2023)

Reducing Negative Effects of the Biases of Language Models in Zero-Shot Setting. - Xiaosu Wang; Yun Xiong; Beichen Kang; Yao Zhang 009; Philip S. Yu; Yangyong Zhu (WSDM, 2023)

ConsRec: Learning Consensus Behind Interactions for Group Recommendation. - Xixi Wu; Yun Xiong; Yao Zhang 009; Yizhu Jiao; Jiawei Zhang 001; Yangyong Zhu; Philip S. Yu (WWW, 2023)

TIGER: Temporal Interaction Graph Embedding with Restarts. - Yao Zhang 009; Yun Xiong; Yongxiang Liao; Yiheng Sun; Yucheng Jin; Xuehao Zheng; Yangyong Zhu (WWW, 2023)

Temporal super-resolution traffic flow forecasting via continuous-time network dynamics. - Yi Xie 003; Yun Xiong; Jiawei Zhang 001; Chao Chen 004; Yao Zhang 009; Jie Zhao 022; Yizhu Jiao; Jinjing Zhao; Yangyong Zhu (Knowl. Inf. Syst., 2023)

Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need. - Sijia Peng; Yun Xiong; Yangyong Zhu; Zhiqiang Shen (CoRR, 2024)