| 2026 | ACL | Rectified Sparse Attention for Efficient Long-Sequence Generation. | Yutao Sun, Tianzhu Ye, Li Dong, Yuqing Xia, Jian Chen, Yizhao Gao, Shijie Cao, Jianyong Wang, Furu Wei |
| 2025 | AAAI | COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction. | Zhichao Duan, Tengyu Pan, Zhenyu Li, Xiuxing Li, Jianyong Wang |
| 2025 | ACL | Maximum Score Routing For Mixture-of-Experts. | Bowen Dong, Yilong Fan, Yutao Sun, Zhenyu Li, Tengyu Pan, Zhou Xun, Jianyong Wang |
| 2025 | ACL | FocusLLM: Precise Understanding of Long Context by Dynamic Condensing. | Zhenyu Li, Yike Zhang, Tengyu Pan, Yutao Sun, Zhichao Duan, Junjie Fang, Rong Han, Zixuan Wang, Jianyong Wang |
| 2025 | ACL | Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings. | Tengyu Pan, Zhichao Duan, Zhenyu Li, Bowen Dong, Ning Liu, Xiuxing Li, Jianyong Wang |
| 2025 | ACL | FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. | Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Sun Ao, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Maosong Sun, Zhiyuan Liu |
| 2025 | EMNLP | LeanK: Learnable K Cache Channel Pruning for Efficient Decoding. | Yike Zhang, Zhiyuan He, Huiqiang Jiang, Chengruidong Zhang, Yuqing Yang, Jianyong Wang, Lili Qiu |
| 2025 | ICASSP | TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding. | Ziyu Wang, Tengyu Pan, Zhenyu Li, Ji Wu, Xiuxing Li, Jianyong Wang |
| 2025 | KDD | Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning. | Ning Liu, Yunsen Tang, Haitao Yuan, Hongtao Lv, Lili Jiang, Zhen Li, Wei Zhang, Jianyong Wang |
| 2025 | MICCAI | Coronary Artery Calcification Segmentation by Using Cross-Frequency Conditioner and Geometric Priors Learning. | Weili Jiang, Yiming Li, Gadeng Luosang, Gang Peng, Yong Peng, Yijun Yao, Zhang Yi, Jianyong Wang, Mao Chen |
| 2025 | WISE | FORA: An Efficient One-for-All Cross-Task Reasoning Framework for Financial Domain via LLMs. | Zhichao Duan, Tengyu Pan, Zhenyu Li, Bowen Dong, Xiuxing Li, Jianyong Wang |
| 2024 | AAAI | FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering. | Zhenyu Li, Sunqi Fan, Yu Gu, Xiuxing Li, Zhichao Duan, Bowen Dong, Ning Liu, Jianyong Wang |
| 2024 | EMNLP | Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints. | Minjia Wang, Fangzhou Liu, Xiuxing Li, Bowen Dong, Zhenyu Li, Tengyu Pan, Jianyong Wang |
| 2024 | ICDE | Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning. | Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang |
| 2024 | MICCAI | IarCAC: Instance-Aware Representation for Coronary Artery Calcification Segmentation in Cardiac CT Angiography. | Weili Jiang, Yiming Li, Zhang Yi, Jianyong Wang, Mao Chen |
| 2023 | ICDE | Toward a Unified Framework for Unsupervised Complex Tabular Reasoning. | Zhenyu Li, Xiuxing Li, Zhichao Duan, Bowen Dong, Ning Liu, Jianyong Wang |
| 2023 | IJCAI | Learning to Binarize Continuous Features for Neuro-Rule Networks. | Wei Zhang, Yongxiang Liu, Zhuo Wang, Jianyong Wang |
| 2022 | ACL | Prompt Tuning for Discriminative Pre-trained Language Models. | Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang |
| 2022 | EMNLP | Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling. | Zhichao Duan, Xiuxing Li, Zhenyu Li, Zhuo Wang, Jianyong Wang |
| 2022 | ICDE | Effective Few-Shot Named Entity Linking by Meta-Learning. | Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang |
| 2022 | WWW | Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation. | Wei Zhang, Junbing Yan, Zhuo Wang, Jianyong Wang |
| 2021 | AAAI | Graph-Based Tri-Attention Network for Answer Ranking in CQA. | Wei Zhang, Zeyuan Chen, Chao Dong, Wen Wang, Hongyuan Zha, Jianyong Wang |
| 2021 | CIKM | Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation. | Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang |
| 2021 | DASFAA | Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack. | Rui Zhang, Wei Zhang, Ning Liu, Jianyong Wang |
| 2021 | SIGMOD | Joint Open Knowledge Base Canonicalization and Linking. | Yinan Liu, Wei Shen, Yuanfei Wang, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan |
| 2020 | AAAI | Transparent Classification with Multilayer Logical Perceptrons and Random Binarization. | Zhuo Wang, Wei Zhang, Ning Liu, Jianyong Wang |
| 2020 | DASFAA | Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference. | Ning Liu, Wei Zhang, Xiuxing Li, Haitao Yuan, Jianyong Wang |
| 2019 | ICDE | Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction. | Ning Liu, Pan Lu, Wei Zhang, Jianyong Wang |
| 2019 | PAKDD | A Novel Hybrid Sequential Model for Review-Based Rating Prediction. | Yuanquan Lu, Wei Zhang, Pan Lu, Jianyong Wang |
| 2018 | AAAI | Co-Attending Free-Form Regions and Detections With Multi-Modal Multiplicative Feature Embedding for Visual Question Answering. | Pan Lu, Hongsheng Li, Wei Zhang, Jianyong Wang, Xiaogang Wang |
| 2018 | ICDE | Predicting Named Entity Location Using Twitter. | Wei Shen, Yinan Liu, Jianyong Wang |
| 2018 | KDD | R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering. | Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang |
| 2018 | KDD | Model-based Clustering of Short Text Streams. | Jianhua Yin, Daren Chao, Zhongkun Liu, Wei Zhang, Xiaohui Yu, Jianyong Wang |
| 2018 | WWW | An Attention Factor Graph Model for Tweet Entity Linking. | Chenwei Ran, Wei Shen, Jianyong Wang |
| 2016 | ICDE | A model-based approach for text clustering with outlier detection. | Jianhua Yin, Jianyong Wang |
| 2016 | IJCAI | Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction. | Wei Zhang, Quan Yuan, Jiawei Han, Jianyong Wang |
| 2016 | KDD | A Text Clustering Algorithm Using an Online Clustering Scheme for Initialization. | Jianhua Yin, Jianyong Wang |
| 2015 | CIKM | Location and Time Aware Social Collaborative Retrieval for New Successive Point-of-Interest Recommendation. | Wei Zhang, Jianyong Wang |
| 2015 | ICDE | STREAMCUBE: Hierarchical spatio-temporal hashtag clustering for event exploration over the Twitter stream. | Wei Feng, Chao Zhang, Wei Zhang, Jiawei Han, Jianyong Wang, Charu C. Aggarwal, Jianbin Huang |
| 2015 | ICDM | Domain-Specific Knowledge Base Enrichment Using Wikipedia Tables. | Chenwei Ran, Wei Shen, Jianyong Wang, Xuan Zhu |
| 2015 | IJCAI | Prior-Based Dual Additive Latent Dirichlet Allocation for User-Item Connected Documents. | Wei Zhang, Jianyong Wang |
| 2015 | KDD | A Collective Bayesian Poisson Factorization Model for Cold-start Local Event Recommendation. | Wei Zhang, Jianyong Wang |
| 2014 | ICDE | We can learn your #hashtags: Connecting tweets to explicit topics. | Wei Feng, Jianyong Wang |
| 2014 | KDD | A dirichlet multinomial mixture model-based approach for short text clustering. | Jianhua Yin, Jianyong Wang |
| 2014 | SIGMOD | A probabilistic model for linking named entities in web text with heterogeneous information networks. | Wei Shen, Jiawei Han, Jianyong Wang |
| 2013 | CIS | A Fusion Algorithm Based on Position Difference Filtering and Least Squares Estimate for Dynamic Scene Matching. | Zhaohui Xia, Jianyong Wang, Xiaogang Yang |
| 2013 | ICDM | GRIAS: An Entity-Relation Graph Based Framework for Discovering Entity Aliases. | Lili Jiang, Ping Luo, Jianyong Wang, Yuhong Xiong, Bingduan Lin, Min Wang, Ning An |
| 2013 | IJCAI | Integrating Semantic Relatedness and Words' Intrinsic Features for Keyword Extraction. | Wei Zhang, Wei Feng, Jianyong Wang |
| 2013 | KDD | Linking named entities in Tweets with knowledge base via user interest modeling. | Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2013 | KDD | Combining latent factor model with location features for event-based group recommendation. | Wei Zhang, Jianyong Wang, Wei Feng |
| 2013 | WWW | Learning to annotate tweets with crowd wisdom. | Wei Feng, Jianyong Wang |
| 2013 | WSDM | Retweet or not?: personalized tweet re-ranking. | Wei Feng, Jianyong Wang |
| 2012 | CIKM | A graph-based approach for ontology population with named entities. | Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2012 | KDD | Incorporating heterogeneous information for personalized tag recommendation in social tagging systems. | Wei Feng, Jianyong Wang |
| 2012 | KDD | LIEGE: : link entities in web lists with knowledge base. | Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2012 | KDD | Keyword-propagation-based information enriching and noise removal for web news videos. | Jun Zhang, Xiaoming Fan, Jianyong Wang, Lizhu Zhou |
| 2012 | WWW | HeterRank: addressing information heterogeneity for personalized recommendation in social tagging systems. | Wei Feng, Jianyong Wang |
| 2012 | WWW | LINDEN: linking named entities with knowledge base via semantic knowledge. | Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2012 | WWW | APOLLO: a general framework for populating ontology with named entities via random walks on graphs. | Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2012 | SIGIR | Towards alias detection without string similarity: an active learning based approach. | Lili Jiang, Jianyong Wang, Ping Luo, Ning An, Min Wang |
| 2011 | CIKM | AWETO: efficient incremental update and querying in rdf storage system. | Xu Pu, Jianyong Wang, Ping Luo, Min Wang |
| 2011 | DASFAA | Efficient Incremental Mining of Frequent Sequence Generators. | Yukai He, Jianyong Wang, Lizhu Zhou |
| 2011 | ICDM | Efficient Mining of Closed Sequential Patterns on Stream Sliding Window. | Chuancong Gao, Jianyong Wang, Qingyan Yang |
| 2011 | WWW | REACTOR: a framework for semantic relation extraction and tagging over enterprise data. | Wei Shen, Jianyong Wang, Ping Luo, Min Wang, Conglei Yao |
| 2011 | SDM | On Anonymization of Multi-graphs. | Chun Li, Charu C. Aggarwal, Jianyong Wang |
| 2011 | SDM | FAMER: Making Multi-Instance Learning Better and Faster. | Wei Ping, Ye Xu, Jianyong Wang, Xian-Sheng Hua |
| 2010 | CIKM | SEQUEL: query completion via pattern mining on multi-column structural data. | Chuancong Gao, Qingyan Yang, Jianyong Wang |
| 2010 | ICDM | Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model. | Qingyan Yang, Ju Fan, Jianyong Wang, Lizhu Zhou |
| 2010 | KDD | Direct mining of discriminative patterns for classifying uncertain data. | Chuancong Gao, Jianyong Wang |
| 2010 | WWW | GRAPE: a system for disambiguating and tagging people names in web search. | Lili Jiang, Wei Shen, Jianyong Wang, Ning An |
| 2009 | CIKM | Efficient itemset generator discovery over a stream sliding window. | Chuancong Gao, Jianyong Wang |
| 2009 | CIKM | Structure-aware indexing for keyword search in databases. | Guoliang Li, Jianhua Feng, Jianyong Wang |
| 2009 | CIS | Cluster and Recommendation Based Multi-granularity Trust Model in P2P Network. | Jianyong Wang, Yuling Li, Yuhua Liu, Xiu Jing |
| 2009 | EDBT | FOGGER: an algorithm for graph generator discovery. | Zhiping Zeng, Jianyong Wang, Jun Zhang, Lizhu Zhou |
| 2009 | ICDE | Progressive Keyword Search in Relational Databases. | Guoliang Li, Xiaofang Zhou, Jianhua Feng, Jianyong Wang |
| 2009 | ICDM | GRAPE: A Graph-Based Framework for Disambiguating People Appearances in Web Search. | Lili Jiang, Jianyong Wang, Ning An, Shengyuan Wang, Jian Zhan, Lian Li |
| 2009 | ISNN | An Improved Population Migration Algorithm for the Prediction of Protein Folding. | Huafeng Chen, Jianyong Wang |
| 2009 | KDD | Frequent pattern mining with uncertain data. | Charu C. Aggarwal, Yan Li, Jianyong Wang, Jing Wang |
| 2009 | KDD | Parallel community detection on large networks with propinquity dynamics. | Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou |
| 2009 | WWW | Two birds with one stone: a graph-based framework for disambiguating and tagging people names in web search. | Lili Jiang, Jianyong Wang, Ning An, Shengyuan Wang, Jian Zhan, Lian Li |
| 2008 | APWEB | High Confidence Fragment-Based Classification Rule Mining for Imbalanced HIV Data. | Bing Lv, Jianyong Wang, Lizhu Zhou |
| 2008 | CIKM | GHOST: an effective graph-based framework for name distinction. | Xiaoming Fan, Jianyong Wang, Bing Lv, Lizhu Zhou, Wei Hu |
| 2008 | PAKDD | Efficient Mining of Minimal Distinguishing Subgraph Patterns from Graph Databases. | Zhiping Zeng, Jianyong Wang, Lizhu Zhou |
| 2008 | WWW | Efficient mining of frequent sequence generators. | Chuancong Gao, Jianyong Wang, Yukai He, Lizhu Zhou |
| 2008 | WWW | Efficient vectorial operators for processing xml twig queries. | Guoliang Li, Jianhua Feng, Jianyong Wang, Feng Lin, Lizhu Zhou |
| 2008 | WWW | Sailer: an effective search engine for unified retrieval of heterogeneous xml and web documents. | Guoliang Li, Jianhua Feng, Jianyong Wang, Xiaoming Song, Lizhu Zhou |
| 2008 | WWW | Race: finding and ranking compact connected trees for keyword proximity search over xml documents. | Guoliang Li, Jianhua Feng, Jianyong Wang, Bei Yu, Yukai He |
| 2008 | SIGMOD | EASE: an effective 3-in-1 keyword search method for unstructured, semi-structured and structured data. | Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou |
| 2008 | SDM | Efficiently Mining Closed Subsequences with Gap Constraints. | Chun Li, Jianyong Wang |
| 2007 | CIKM | Effective keyword search for valuable lcas over xml documents. | Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou |
| 2007 | KDD | Xproj: a framework for projected structural clustering of xml documents. | Charu C. Aggarwal, Na Ta, Jianyong Wang, Jianhua Feng, Mohammed Javeed Zaki |
| 2007 | SDM | Discriminating Subsequence Discovery for Sequence Clustering. | Jianyong Wang, Yuzhou Zhang, Lizhu Zhou, George Karypis, Charu C. Aggarwal |
| 2006 | DASFAA | Exploit Sequencing to Accelerate XML Twig Query Answering. | Qian Qian, Jianhua Feng, Jianyong Wang, Lizhu Zhou |
| 2006 | ICDE | Model Video Semantics with Constraints Considering Temporal Structure and Typed Events. | Yu Wang, Lizhu Zhou, Jianyong Wang |
| 2006 | ICDE | CLAN: An Algorithm for Mining Closed Cliques from Large Dense Graph Databases. | Jianyong Wang, Zhiping Zeng, Lizhu Zhou |
| 2006 | ICDM | Incremental Mining of Frequent Query Patterns from XML Queries for Caching. | Guoliang Li, Jianhua Feng, Jianyong Wang, Yong Zhang, Lizhu Zhou |
| 2006 | ICDM | Mining Complex Time-Series Data by Learning Markovian Models. | Yi Wang, Lizhu Zhou, Jianhua Feng, Jianyong Wang, Zhi-Qiang Liu |
| 2006 | KDD | Coherent closed quasi-clique discovery from large dense graph databases. | Zhiping Zeng, Jianyong Wang, Lizhu Zhou, George Karypis |
| 2006 | SAC | Exploit sequencing to accelerate hot XML query pattern mining. | Jianhua Feng, Qian Qian, Jianyong Wang, Lizhu Zhou |
| 2005 | ICDM | Efficiently Mining Frequent Closed Partial Orders. | Jian Pei, Jian Liu, Haixun Wang, Ke Wang, Philip S. Yu, Jianyong Wang |
| 2005 | SDM | HARMONY: Efficiently Mining the Best Rules for Classification. | Jianyong Wang, George Karypis |
| 2004 | ICDE | BIDE: Efficient Mining of Frequent Closed Sequences. | Jianyong Wang, Jiawei Han |
| 2004 | ICDM | SUMMARY: Efficiently Summarizing Transactions for Clustering. | Jianyong Wang, George Karypis |
| 2004 | KDD | On demand classification of data streams. | Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu |
| 2004 | KDD | Efficient closed pattern mining in the presence of tough block constraints. | Krishna Gade, Jianyong Wang, George Karypis |
| 2004 | VLDB | A Framework for Projected Clustering of High Dimensional Data Streams. | Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu |
| 2004 | SDM | BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint. | Jianyong Wang, George Karypis |
| 2003 | KDD | CLOSET+: searching for the best strategies for mining frequent closed itemsets. | Jianyong Wang, Jiawei Han, Jian Pei |
| 2003 | VLDB | A Framework for Clustering Evolving Data Streams. | Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu |
| 2002 | ICDM | Mining Top-K Frequent Closed Patterns without Minimum Support. | Jiawei Han, Jianyong Wang, Ying Lu, Petre Tzvetkov |
| 2002 | SIGMOD | CubeExplorer: online exploration of data cubes. | Jiawei Han, Jianyong Wang, Guozhu Dong, Jian Pei, Ke Wang |
| 2002 | VLDB | Multi-Dimensional Regression Analysis of Time-Series Data Streams. | Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang |
| 1999 | PDPTA | Cooperative Cache Management in S2FS. | Jianyong Wang, Mingfa Zhu, Zhiwei Xu |