Recent Publications

2024

  1. Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games

    Xuan Luo, Jian Pei, Cheng Xu, Wenjie Zhang, Jianliang Xu

    Special Interest Group in Management Of Data (SIGMOD 2024)

  2. Graph Summarization: Compactness Meets Efficiency

    Deming Chu, Fan Zhang, Wenjie Zhang, Ying Zhang, Xuemin Lin

    Special Interest Group in Management Of Data (SIGMOD 2024)

  3. Missing Data Imputation with Uncertainty-Driven Network

    Jianwei Wang, Ying Zhang, Kai Wang, Xuemin Lin, Wenjie Zhang

    Special Interest Group in Management Of Data (SIGMOD 2024)

  4. On Querying Historical Connectivity in Temporal Graphs

    Jingyi Song, Dong Wen, Lantian Xu, Lu Qin, Wenjie Zhang, Xuemin Lin

    Special Interest Group in Management Of Data (SIGMOD 2024)

  5. Neural Attributed Community Search at Billion Scale

    Jianwei Wang, Kai Wang, Xuemin Lin, Wenjie Zhang, Ying Zhang

    Special Interest Group in Management Of Data (SIGMOD 2024)

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  6. High-ratio Compression for Machine-Generated Data

    Jiujing Zhang, Zhitao Shen, Shiyu Yang, Lingkai Meng, Chuan Xiao, Wei Jia, Yue Li, Qinhui Sun, Wenjie Zhang, Xuemin Lin

    Special Interest Group in Management Of Data (SIGMOD 2024)

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  7. Selectivity Estimation for Queries Containing Predicates over Set-Valued Attributes

    Zizhong Meng, Xin Cao, Gao Cong

    Special Interest Group in Management Of Data (SIGMOD 2024)

  8. Efficient Unsupervised Community Search with Pre-trained Graph Transformer

    Jianwei Wang, Kai Wang, Xuemin Lin, Wenjie Zhang, Ying Zhang

    International Conference on Very Large Data Bases (VLDB 2024)

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  9. Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach

    Xueyi Wu, Yuanyuan Xu, Wenjie Zhang, Ying Zhang, Xuemin Lin

    International Conference on Very Large Data Bases (VLDB 2024)

  10. Querying Structural Diversity in Streaming Graphs

    Kaiyu Chen, Dong Wen, Wenjie Zhang, Ying Zhang, Xiaoyang Wang, Xuemin Lin

    International Conference on Very Large Data Bases (VLDB 2024)

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  11. Minimum Strongly Connected Subgraph Collection in Dynamic Graphs

    Xin Chen, Jieming Shi, You Peng, Wenqing Lin, Sibo Wang, Wenjie Zhang

    International Conference on Very Large Data Bases (VLDB 2024)

  12. Querying Historical Cohesive Subgraphs over Temporal Bipartite Graphs

    Shunyang Li, Kai Wang, Xuemin Lin, Wenjie Zhang, Yizhang He, Long Yuan

    International Conference on Data Engineering (ICDE 2024)

  13. Batch Hop-Constrained s-t Simple Path Query Processing in Large Graphs

    Kongzhang Hao, Long Yuan, Wenjie Zhang, Xuemin Lin

    International Conference on Data Engineering (ICDE 2024)

  14. Butterfly Counting over Bipartite Graphs with Local Differential Privacy

    Yizhang He, Kai Wang, Wenjie Zhang, Xuemin Lin, Wei Ni, Ying Zhang

    International Conference on Data Engineering (ICDE 2024)

  15. TimeSGN: Scalable and Effective Temporal Graph Neural Network

    Yuanyuan Xu, Wenjie Zhang, Ying Zhang, Maria Orlowska, Xuemin Lin

    International Conference on Data Engineering (ICDE 2024)

  16. Efficient Maximal Temporal Plex Enumeration

    Yanping Wu, Renjie Sun, Xiaoyang Wang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin

    International Conference on Data Engineering (ICDE 2024)

  17. TrendSharing: a Framework to Discover and Follow the Trends for Shared Mobility Services

    Jiexi Zhan, Han Wu, Peng Cheng, Libin Zheng, Lei Chen, Chen Zhang, Xuemin Lin, Wenjie Zhang

    International Conference on Data Engineering (ICDE 2024)

  18. Querying Numeric-Constrained Shortest Distances on Road Networks

    Mingyu Yang, Wentao Li, Wei Wang, Dong Wen, Lu Qin

    International Conference on Data Engineering (ICDE 2024)

  19. Neural Similary Search on Supergraph Containment

    Hanchen Wang, Jianke Yu, Xiaoyang Wang, Chen Chen, Wenjie Zhang, Xuemin Lin

    IEEE Transactions on Knowledge and Data Engineering (TKDE 2024)

  20. DSPC: Efficiently Answering Shortest Path Counting on Dynamic Graphs

    Qingshuai Feng, You Peng, Wenjie Zhang, Xuemin Lin, Ying Zhang

    International Conference on Extending Database Technology (EDBT 2024)

  21. Size-bounded Community Search over Large Bipartite Graphs

    Yuting Zhang, Kai Wang, Wenjie Zhang, Wei Ni, Xuemin Lin

    International Conference on Extending Database Technology (EDBT 2024)

  22. Query2GMM: Learning Representation with Gaussian Mixture Model for Reasoning over Knowledge Graphs

    Yuanyuan Xu, Wenjie Zhang, Xiwei Xu, Ying Zhang, Maria Orlowska

    The Web Conference (TheWebConf 2024)

2023

  1. Scaling Up k-Clique Densest Subgraph Detection

    Yizhang He, Kai Wang, Wenjie Zhang, Xuemin Lin and Ying Zhang

    Special Interest Group in Management Of Data (SIGMOD 2023)

  2. WISK: A Workload-aware Learned Index for Spatial Keyword Queries

    Yufan Sheng, Xin Cao, Yixiang Fang, Kaiqi Zhao, Jianzhong Qi, Gao Cong and Wenjie Zhang

    Special Interest Group in Management Of Data (SIGMOD 2023)

  3. Towards Generating Hop-constrained s-t Simple Path Graphs

    Yuzheng Cai, Siyuan Liu, Weiguo Zheng and Xuemin Lin

    Special Interest Group in Management Of Data (SIGMOD 2023)

  4. TDB: Breaking All Hop-Constrained Cycles in Billion-Scale Directed Graphs

    You Peng, Xuemin Lin, Michael Yu, Wenjie Zhang and Lu Qin

    IEEE International Conference on Data Engineering (ICDE 2023)

  5. Towards Higher-order Topological Consistency for Unsupervised Network Alignment

    Qingqiang Sun, Xuemin Lin, Ying Zhang, Wenjie Zhang and Chaoqi Chen

    IEEE International Conference on Data Engineering (ICDE 2023)

  6. Minimizing the Influence of Misinformation via Vertex Blocking

    Jiadong Xie, Fan Zhang, Kai Wang, Xuemin Lin and Wenjie Zhang

    IEEE International Conference on Data Engineering (ICDE 2023)

  7. Efficiently Answering Quality Constrained Shortest Distance Queries in Large Graphs

    You Peng, Zhuo Ma, Wenjie Zhang, Xuemin Lin, Ying Zhang and Xiaoshuang Chen

    IEEE International Conference on Data Engineering (ICDE 2023)

  8. Efficient Maximum Signed Biclique Identification

    Renjie Sun, Chen Chen, Xiaoyang Wang, Wenjie Zhang, Ying Zhang and Xuemin Lin

    IEEE International Conference on Data Engineering (ICDE 2023)

  9. HGMatch: A Match-by-Hyperedge Framework for Efficient and Parallel Subhypergraph Matching

    Zhengyi Yang, Wenjie Zhang, Xuemin Lin, Ying Zhang and Shunyang Li

    IEEE International Conference on Data Engineering (ICDE 2023)

  10. A Holistic Approach for Answering Logical Queries on Knowledge Graphs

    Yuhan Wu, Yuanyuan Xu, Xuemin Lin and Wenjie Zhang

    IEEE International Conference on Data Engineering (ICDE 2023)

  11. Distributed Near-Maximum Independent Set Maintenance over Large-scale Dynamic Graphs

    Xubo Wang, Dong Wen, Wenjie Zhang, Ying Zhang and Lu Qin

    IEEE International Conference on Data Engineering (ICDE 2023)

  12. Unsupervised Graph Outlier Detection: Problem Revisit, New Insight, and Superior Method

    Yihong Huang, Liping Wang, Fan Zhang and Xuemin Lin

    IEEE International Conference on Data Engineering (ICDE 2023)

  13. Towards Efficient Shortest Path Counting on Billion-Scale Graphs

    Yiqi Wang, Long Yuan, Zi Chen, Wenjie Zhang, Xuemin Lin and Qing Liu

    IEEE International Conference on Data Engineering (ICDE 2023)

  14. Index-Based Biclique Percolation Communities Search on Bipartite graphs

    Yiwei Zhao, Zi Chen, Long Yuan, Xuemin Lin and Kai Wang

    IEEE International Conference on Data Engineering (ICDE 2023)

  15. Dynamic Private Task Assignment under Differential Privacy

    Leilei Du, Peng Cheng, Libin Zheng, Wei Xi, Xuemin Lin, Wenjie Zhang and Jing Fang

    IEEE International Conference on Data Engineering (ICDE 2023)

2022

  1. Hanchen Wang, Rong Hu, Ying Zhang, Lu Qin, Wei Wang and Wenjie Zhang

    Neural Subgraph Counting with Wasserstein Estimator

    Special Interest Group in Management Of Data (SIGMOD 2022)

  2. Kongzhang Hao, Long Yuan and Wenjie Zhang

    Distributed Hop-Constrained s-t Simple Path Enumeration at Billion Scale

    International Conference on Very Large Data Bases (VLDB 2022)

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  3. Jianye Yang, Yun Peng and Wenjie Zhang

    (p,q)-biclique counting and enumeration for large sparse bipartite graphs

    International Conference on Very Large Data Bases (VLDB 2022)

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  4. Yangqin Jiang, Yixiang Fang, Chenhao Ma, Xin Cao and Chunshan Li

    Effective Community Search over Large Star-Schema Heterogeneous Information Networks

    International Conference on Very Large Data Bases (VLDB 2022)

  5. Ding Zou, Wei Wei, Xian-Ling Mao, Ziyang Wang, Minghui Qiu, Feida Zhu and Xin Cao

    Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System

    International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)

  6. Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Shiliang Zhang, Bing Li, Wei Wang and Xin Cao

    MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction

    Annual Meeting of the Association for Computational Linguistics (ACL (Findings) 2022)

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  7. Kai Wang, Xuemin Lin, Lu Qin, Wenjie Zhang and Ying Zhang

    Accelerated butterfly counting with vertex priority on bipartite graphs

    The International Journal on Very Large Data Bases (VLDBJ 2022)

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  8. Lijun Chang, Xing Feng, Kai Yao, Lu Qin, and Wenjie Zhang

    Accelerating Graph Similarity Search via Efficient GED Computation

    IEEE Transactions on Knowledge and Data Engineering (TKDE 2022)

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  9. Jiping Zheng, Yanhao Wang, Xiaoyang Wang and Wei Ma

    Continuous k-Regret Minimization Queries: A Dynamic Coreset Approach

    IEEE Transactions on Knowledge and Data Engineering (TKDE 2022)

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  10. Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou

    Budgeted Sequence Submodular Maximization

    The International Joint Conference on Artificial Intelligence (IJCAI 2022)

  11. Chenji Huang, Yixiang Fang, Xuemin Lin, Xin Cao and Wenjie Zhang

    ABLE: Meta-Path Prediction in Heterogeneous Information Networks

    ACM Transactions on Knowledge Discovery from Data (TKDD 2022)

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  12. Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang ang Shunyang Li

    Discovering Hierarchy of Bipartite Graphs with Cohesive Subgraphs

    IEEE International Conference on Data Engineering (ICDE 2022)

  13. Gengda Zhao, Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang and Yizhang He

    Efficient Computation of Cohesive Subgraphs in Uncertain Bipartite Graphs

    IEEE International Conference on Data Engineering (ICDE 2022)

  14. Zhirong Yuan, You Peng, Peng Cheng, Li Han, Xuemin Lin, Lei Chen and Wenjie Zhang

    Efficient k-clique Listing with Set Intersection Speedup

    IEEE International Conference on Data Engineering (ICDE 2022)

  15. Renjie Sun, Yanping Wu, Chen Chen, Xiaoyang Wang, Wenjie Zhang and Xuemin Lin

    Maximal Balanced Signed Biclique Enumeration in Signed Bipartite Graphs

    IEEE International Conference on Data Engineering (ICDE 2022)

  16. Yishu Wang, Ye Yuan, Wenjie Zhang, Yi Zhang, Xuemin Lin and Guoren Wang

    Reachability-Driven Influence Maximization in Time-dependent Road-social Networks

    IEEE International Conference on Data Engineering (ICDE 2022)

  17. Deming Chu, Fan Zhang, Wenjie Zhang, Xuemin Lin and Ying Zhang

    Hierarchical Core Decomposition in Parallel: From Construction to Subgraph Search

    IEEE International Conference on Data Engineering (ICDE 2022)

  18. Libin Zheng, Peng Cheng, Lei Chen, Jianxin Yu, Xuemin Lin and Jian Yin

    Crowdsourced Fact Validation for Knowledge Bases

    IEEE International Conference on Data Engineering (ICDE 2022)

  19. Junhua Zhang, Wentao Li, Lu Qin, Ying Zhang, Dong Wen, Lizhen Cui and Xuemin Lin

    Reachability Labeling for Distributed Graphs

    IEEE International Conference on Data Engineering (ICDE 2022)

  20. Hanchen Wang, Ying Zhang, Lu Qin, Wei Wang, Wenjie Zhang and Xuemin Lin

    Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching

    IEEE International Conference on Data Engineering (ICDE 2022)

  21. Yizhang He, Kai Wang, Wenjie Zhang, Xuemin Lin and Ying Zhang

    Efficient Reinforcement of Bipartite Networks at Billion Scale

    IEEE International Conference on Data Engineering (ICDE 2022)

  22. Qingshuai Feng, You Peng, Wenjie Zhang, Ying Zhang and Xuemin Lin

    Towards Real-Time Counting Shortest Cycles on Dynamic Graphs: A Hub Labeling Approach

    IEEE International Conference on Data Engineering (ICDE 2022)

  23. Yuanhang Yu, Dong Wen, Ying Zhang, Lu Qin, Wenjie Zhang and Xuemin Lin

    GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction

    IEEE International Conference on Data Engineering (ICDE 2022)

  24. Kai Wang, Wenjie Zhang, Xuemin Lin, Lu Qin and Alxander Zhou

    Efficient Personalized Maximum Biclique Search

    IEEE International Conference on Data Engineering (ICDE 2022)

  25. Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Sibo Wang, Xuemin Lin and Liang Feng

    Constrained Path Search with Submodular Function Maximization

    IEEE International Conference on Data Engineering (ICDE 2022)

  26. Chenji Huang, Yixiang Fang, Xuemmin Lin, Xin Cao, Wenjie Zhang and Maria Orlowska

    Estimating Node Importance Values in Heterogeneous Information Networks

    IEEE International Conference on Data Engineering (ICDE 2022)

  27. Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin and Wenjie Zhang

    GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models

    IEEE International Conference on Data Engineering (ICDE 2022)

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  28. Jiping Zheng, Qi Dong, Xiaoyang Wang, Ying Zhang, Wei Ma and Yuan Ma

    Efficient processing of k-regret minimization queries with theoretical guarantees

    Information Sciences (IS 2022)

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  29. Xianhang Zhang, Hanchen Wang, Jianke Yu, Chen Chen, Xiaoyang Wang and Wenjie Zhang

    Polarity-based graph neural network for sign prediction in signed bipartite graphs

    Internet and Web Information Systems (WWW 2022)

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  30. Xianhang Zhang, Hanchen Wang, Jianke Yu, Chen Chen, Xiaoyang Wang and Wenjie Zhang

    Bipartite graph capsule network

    Internet and Web Information Systems (WWW 2022)

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  31. Renjie Sun, Chen Chen, Xijuan Liu, Shuangyan Xu, Xiaoyang Wang and Xuemin Lin

    Critical Nodes Identification in Large Networks: The Inclined and Detached Models

    Internet and Web Information Systems (WWW 2022)

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