| 2026 | DASFAA | Causal Cross-Domain Sequential Recommendation with Preference Evolution. | Jiaxuan Ma, Yue Kou, Dong Li, Derong Shen, Xiangmin Zhou, Tiezheng Nie |
| 2026 | DASFAA | Explainable Team Formation by Integrating Skill Evolution and High-Order Collaboration. | Jiaming Pu, Yue Kou, Dong Li, Derong Shen, Tiezheng Nie, Ge Yu |
| 2026 | DASFAA | Workload-Aware DHB+Tree: A Dynamic B+-Tree for Persistent Memory. | Jiarui Qi, Junbao Song, Derong Shen, Tiezheng Nie, Yue Kou |
| 2026 | DASFAA | FSEM: Few-Shot Entity Matching Using Multi-loss Adversarial Training with Multi-attention Masking. | Mengfei Xiong, Huayan Ma, Derong Shen, Tiezheng Nie, Yue Kou |
| 2025 | APWEB | A Deep Reinforcement Learning Framework for Denial Constraint Discovery. | Di Wu, Derong Shen, Tiezheng Nie, Yue Kou |
| 2025 | CIKM | LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation. | Yimin Hou, Yue Kou, Derong Shen, Xiangmin Zhou, Dong Li, Tiezheng Nie, Ge Yu |
| 2025 | CIKM | Token-Fusion: A Sparse Expert Routing Method for Multi-task Data Matching. | Fangnuo Liu, Derong Shen |
| 2025 | DASFAA | Experts2team: Task Relevance-Induced Team Formation by Combining Global Cohesion with Local Decoupling. | Yue Kou, Yingxuan Du, Derong Shen, Xiangmin Zhou, Dong Li, Tiezheng Nie, Ge Yu |
| 2025 | DASFAA | Counterfactual Path Augmentation for Reinforcement Reasoning in Explainable Recommendation. | Yue Kou, Eryu Jiang, Derong Shen, Xiangmin Zhou, Dong Li, Tiezheng Nie, Ge Yu |
| 2024 | ADC | Preference Learning Based on Dynamic Dual-Cognition for Group Recommendation. | Chunlong Wang, Yue Kou, Derong Shen, Xiangmin Zhou, Tiezheng Nie, Ge Yu, Dong Li |
| 2024 | CIKM | Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy. | Wenzhou Dou, Derong Shen, Xiangmin Zhou, Hui Bai, Yue Kou, Tiezheng Nie, Hang Cui, Ge Yu |
| 2024 | CIKM | GARF: A Self-supervised Data Cleaning System with SeqGAN. | Jinfeng Peng, Hanghai Cui, Derong Shen, Yue Kou, Tiezheng Nie, Tianlong Guo |
| 2024 | DASFAA | Towards Long-Text Entity Resolution with Chain-of-Thought Knowledge Augmentation from Large Language Models. | Jiakai Tang, Wenzhou Dou, Derong Shen, Tiezheng Nie, Yue Kou |
| 2024 | IJCNN | LRER: A Low-Resource Entity Resolution Framework with Hybrid Information. | Ziyi Lian, Tiezheng Nie, Derong Shen, Yue Kou |
| 2024 | WWW | Matching Feature Separation Network for Domain Adaptation in Entity Matching. | Chenchen Sun, Yang Xu, Derong Shen, Tiezheng Nie |
| 2023 | AAAI | Soft Target-Enhanced Matching Framework for Deep Entity Matching. | Wenzhou Dou, Derong Shen, Xiangmin Zhou, Tiezheng Nie, Yue Kou, Hang Cui, Ge Yu |
| 2023 | ADC | Learning Implicit Sentiment for Explainable Review-Based Recommendation. | Ningning Sun, Yue Kou, Xiangmin Zhou, Derong Shen, Dong Li, Tiezheng Nie |
| 2023 | ADMA | Exploring the Design Space of Unsupervised Blocking with Pre-trained Language Models in Entity Resolution. | Chenchen Sun, Yuyuan Jin, Yang Xu, Derong Shen, Tiezheng Nie, Xite Wang |
| 2023 | DASFAA | Enhancing Knowledge Graph Attention by Temporal Modeling for Entity Alignment with Sparse Seeds. | Chenchen Sun, Yuyuan Jin, Derong Shen, Tiezheng Nie, Xite Wang, Yingyuan Xiao |
| 2023 | IJCNN | Domain-Generic Pre-Training for Low-Cost Entity Matching via Domain Alignment and Domain Antagonism. | Hui Bai, Derong Shen, Wenzhou Dou, Tiezheng Nie, Yue Kou |
| 2022 | CIKM | Multi-task Generative Adversarial Network for Missing Mobility Data Imputation. | Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu |
| 2022 | DASFAA | Empowering Transformer with Hybrid Matching Knowledge for Entity Matching. | Wenzhou Dou, Derong Shen, Tiezheng Nie, Yue Kou, Chenchen Sun, Hang Cui, Ge Yu |
| 2022 | DASFAA | Information Networks Based Multi-semantic Data Embedding for Entity Resolution. | Chenchen Sun, Derong Shen, Tiezheng Nie |
| 2022 | HPCC | Dual-Guided Collective Entity Alignment for Knowledge Graphs. | Gang Bai, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li |
| 2022 | HPCC | CFCT: The cell function classification method for complex tables. | Sainan Tong, Derong Shen, Yue Kou, Tiezheng Nie |
| 2021 | DASFAA | Missing POI Check-in Identification Using Generative Adversarial Networks. | Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu |
| 2021 | DASFAA | Entity Resolution with Hybrid Attention-Based Networks. | Chenchen Sun, Derong Shen |
| 2021 | WISE | MOBA Game Analysis System Based on Neural Networks. | Kangwei Li, Mengwei Li, Jia Tian, Xiaobo Cao, Tiezheng Nie, Yue Kou, Derong Shen |
| 2020 | APWEB | Multi-grained Cross-modal Similarity Query with Interpretability. | Mingdong Zhu, Derong Shen, Lixin Xu, Gang Ren |
| 2020 | ICDE | Efficient Team Formation in Social Networks based on Constrained Pattern Graph. | Yue Kou, Derong Shen, Quinn Snell, Dong Li, Tiezheng Nie, Ge Yu, Shuai Ma |
| 2017 | WISE | Determining Repairing Sequence of Inconsistencies in Content-Related Data. | Yuefeng Du, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2016 | APWEB | Scalable Private Blocking Technique for Privacy-Preserving Record Linkage. | Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2016 | APWEB | A Graph Clustering Algorithm for Citation Networks. | Bo Zhang, Tiezheng Nie, Derong Shen, Yue Kou, Ge Yu, Ziwei Zhou |
| 2015 | APWEB | Graph-Based Approach for Cross Domain Text Linking. | Yu Hu, Tiezheng Nie, Derong Shen, Yue Kou |
| 2015 | APWEB | AILabel: A Fast Interval Labeling Approach for Reachability Query on Very Large Graphs. | Shuo Feng, Ning Xie, Derong Shen, Nuo Li, Yue Kou, Ge Yu |
| 2015 | APWEB | Hybrid-LSH for Spatio-Textual Similarity Queries. | Mingdong Zhu, Derong Shen, Ling Liu, Ge Yu |
| 2015 | DASFAA | An Efficient Approach of Overlapping Communities Search. | Jing Shan, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2015 | DASFAA | GB-JER: A Graph-Based Model for Joint Entity Resolution. | Chenchen Sun, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu |
| 2014 | APWEB | Discovering Condition-Combined Functional Dependency Rules. | Yuefeng Du, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2014 | DASC | A Weighted Aggregation Rule in Crowdsourcing Systems for High Result Accuracy. | Dejun Yue, Ge Yu, Derong Shen, Xiaocong Yu |
| 2013 | BigData | A Throughput Driven Task Scheduler for Improving MapReduce Performance in Job-Intensive Environments. | Xite Wang, Derong Shen, Ge Yu, Tiezheng Nie, Yue Kou |
| 2013 | DASFAA | Computing the Split Points for Learning Decision Tree in MapReduce. | Mingdong Zhu, Derong Shen, Ge Yu, Yue Kou, Tiezheng Nie |
| 2012 | APWEB | An Entity Class Model Based Correlated Query Path Selection Method in Multiple Domains. | Jing Shan, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2012 | APWEB | The Equi-Join Processing and Optimization on Ring Architecture Key/Value Database. | Xite Wang, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2011 | APWEB | Layout Object Model for Extracting the Schema of Web Query Interfaces. | Tiezheng Nie, Derong Shen, Ge Yu, Yue Kou |
| 2011 | APWEB | Personalized Web Search with User Geographic and Temporal Preferences. | Dan Yang, Tiezheng Nie, Derong Shen, Ge Yu, Yue Kou |
| 2011 | DASFAA | An Approach to Assess the Quality of Web Pages in the Deep Web. | Tiezheng Nie, Ge Yu, Derong Shen, Yue Kou, Dejun Yue |
| 2010 | APWEB | Domain-oriented Deep Web Data Sources' Discovery and Identification. | Yingjun Li, Tiezheng Nie, Derong Shen, Ge Yu |
| 2010 | APWEB | An Effective and High-quality Query Relaxation Solution on the Deep Web. | Jing Shan, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu |
| 2010 | WISE | Potential Role Based Entity Matching for Dataspaces Search. | Yue Kou, Derong Shen, Tiezheng Nie, Ge Yu |
| 2009 | HIS | DeepSearcher: A One-Time Searcher for Deep Web. | Derong Shen, Gaoshang Sun, Tiezheng Nie, Yue Kou |
| 2008 | APWEB | A Novel and Effective Method for Web System Tuning Based on Feature Selection. | Shi Feng, Yan Liu, Daling Wang, Derong Shen |
| 2008 | APWEB | An Effective Method Supporting Data Extraction and Schema Recognition on Deep Web. | Wei Liu, Derong Shen, Tiezheng Nie |
| 2008 | APWEB | An Effective Query Relaxation Solution for the Deep Web. | Ye Ma, Derong Shen, Yue Kou, Wei Liu |
| 2008 | APWEB | A Hierarchical Replica Location Approach Based on Cache Mechanism and Load Balancing in Data Grid. | Baoyan Song, Yanying Mao, Yan Wang, Derong Shen |
| 2008 | GPC | HilbertChord: A P2P Framework for Service Resources Management. | Derong Shen, Yichuan Shao, Tiezheng Nie, Yue Kou, Zhenhua Wang, Ge Yu |
| 2008 | HPCC | SMM: An Effective Schema Matching Model for Data Grids. | Derong Shen, Enyun Yu, Zhenhua Wang, Yue Kou, Tiezheng Nie, Ge Yu |
| 2008 | WISE | Efficient Top-k Data Sources Ranking for Query on Deep Web. | Derong Shen, Meifang Li, Ge Yu, Yue Kou, Tiezheng Nie |
| 2007 | COMPSAC | SLA-based Data Integration on Database Grids. | Tiezheng Nie, Guangqi Wang, Derong Shen, Meifang Li, Ge Yu |
| 2006 | APWEB | An Effective Service Discovery Model for Highly Reliable Web Services Composition in a Specific Domain. | Derong Shen, Ge Yu, Tiezheng Nie, Yue Kou, Yu Cao, Meifang Li |
| 2006 | CSCWD | An Approach for Composing Web Services on Demand. | Tiezheng Nie, Ge Yu, Derong Shen, Yue Kou, Jie Song |
| 2005 | APWEB | A Common Application-Centric QoS Model for Selecting Optimal Grid Services. | Derong Shen, Ge Yu, Tiezheng Nie, Zhibin Zhao |
| 2003 | APWEB | e_SWDL: An XML Based Workflow Definition Language for Complicated Applications in Web Environments. | Wei Ge, Baoyan Song, Derong Shen, Ge Yu |
| 2003 | APWEB | An Efficient User Task Handling Mechanism Based on Dynamic Load-Balance for Workflow Systems. | Baoyan Song, Ge Yu, Dan Wang, Derong Shen, Guoren Wang |
| 2003 | APWEB | An Ant Algorithm Based Dynamic Routing Strategy for Mobile Agents. | Dan Wang, Ge Yu, Mingsong Lv, Baoyan Song, Derong Shen, Guoren Wang |