By Professor Wenjie Zhang

Conference Papers

Liu Y; Luo Q; Zheng Y; Zhang W; Lin X; Yu D, 2026, 'Effective and Efficient Community Search over Large-Scale Hypergraphs', in Advances in Database Technology Edbt, Boston, MA, USA, pp. 722 - 734, presented at 52nd International Conference on Very Large Data Bases, Boston, MA, USA, 31 August 2026, http://dx.doi.org/10.48786/edbt.2025.58

Jiang R; Wang J; Zhao G; Luo C; Wang K; Zhang W, 2026, 'Advancing Multimodal Agent Reasoning with Long-Term Neuro-Symbolic Memory', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2132 - 2143, http://dx.doi.org/10.1145/3770855.3817643

Wang M; Wang J; Liu Q; Xu X; Xing Z; Zhu L; Bain M; Zhang W, 2026, 'Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 4963 - 4974, http://dx.doi.org/10.1145/3770855.3817642

Zhang W, 2026, 'AI Meets Graphs: From AI-Accelerated Graph Analytics to Graph-Enhanced Generation', Association for Computing Machinery (ACM), pp. 1 - 1, presented at Proceedings of the 9th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA) 2026, http://dx.doi.org/10.1145/3810460.3812773

Xu Y; Wu D; Lin X; Wen D; Zhang W; Chen L; Zhang Y, 2026, 'Exploring Sequential Dynamics on Temporal Graphs via Composite Filtering', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 487 - 498, http://dx.doi.org/10.1145/3774904.3792101

Tan X; Wang X; Liu Q; Xu X; Yuan X; Zhu L; Zhang W, 2026, 'MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 4220 - 4231, http://dx.doi.org/10.1145/3774904.3792581

Duan J; Wang S; Zhang F; Zhao X; Zhang W; Tian Z, 2026, 'Network Dismantling via Reverse Dismantling: Static and Dynamic Algorithms', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 913 - 924, http://dx.doi.org/10.1145/3774904.3792316

Zai X; Tan X; Wang X; Liu Q; Xu X; Zhang W, 2026, 'PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 4256 - 4267, http://dx.doi.org/10.1145/3774904.3792611

Zhang J; Li W; Zhang W; Qin L; Yang X, 2026, 'An Efficient and Scalable Approach for Path Queries on Public Transportation Networks', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Icde 2026, pp. 1940 - 1953, http://dx.doi.org/10.1109/ICDE65706.2026.00147

Sima Q; Wang X; Zhang W, 2026, 'Beyond Homophily: Community Search on Heterophilic Graphs', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Icde 2026, pp. 1449 - 1462, http://dx.doi.org/10.1109/ICDE65706.2026.00112

Jin Y; Wang H; Zhang Y; Zhang W, 2026, 'Data-Centric Foundations of Agentic AI', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Icde 2026, pp. 4132 - 4137, http://dx.doi.org/10.1109/ICDE65706.2026.00311

Song S; Shin W; Park K; Italiano GF; Yang Z; Zhang W, 2026, 'Efficient Hypergraph Pattern Matching via Match-and-Filter and Intersection Constraint', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Icde 2026, pp. 615 - 628, http://dx.doi.org/10.1109/ICDE65706.2026.00052

Ouyang D; Wang Y; Wen D; Zhang W; Liu Y; Lin X, 2026, 'Efficient Temporal Subgraph Management: A New Interval Index', in Proceedings of the VLDB Endowment, pp. 1170 - 1183, http://dx.doi.org/10.14778/3797919.3797926

Xie P; Zai X; Wu Y; Wang X; Zhang W; Qin L, 2026, 'HL-Index: Fast Reachability Query in Hypergraphs', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Icde 2026, pp. 1141 - 1154, http://dx.doi.org/10.1109/ICDE65706.2026.00090

Zhao Z; Cao X; Zhang W, 2026, 'S2Q: Teaching Language Models New Facts Through Knowledge Graph Instruction Synthesis', in Lecture Notes in Computer Science, pp. 237 - 250, http://dx.doi.org/10.1007/978-981-95-6196-4_17

Luo C; Liu Q; Zhang W; Gao Y, 2026, 'TAPE: A Temporal Graph-Based Memory System for Personal LLM Agents', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Icde 2026, pp. 4168 - 4171, http://dx.doi.org/10.1109/ICDE65706.2026.00318

Xiao Q; Shao Y; Cheng P; Chen L; Ni W; Zhang W; Shen HT; Lin X; Wang L, 2026, 'Time-Optimal Route Planning for Non-linear Recharging Electric Vehicles on Road Networks', in Lecture Notes in Computer Science, pp. 212 - 222, http://dx.doi.org/10.1007/978-981-95-4149-2_15

Wu D; Xu Y; Lin X; Zhang W; Zhang Y, 2026, 'Understanding Evolving Graph Structures for Large Discrete-Time Dynamic Graph Representation', in Proceedings of the VLDB Endowment, pp. 862 - 875, http://dx.doi.org/10.14778/3796195.3796201

Xu Y; Zhang W; Zhang Y; Lin X; Xu X, 2026, 'Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs', in Proceedings of the Aaai Conference on Artificial Intelligence, pp. 27386 - 27394, http://dx.doi.org/10.1609/aaai.v40i32.39956

Pan L; Cao Y; Huang C; Zhang W; Yao L, 2025, 'Eliminating Sentiment Bias in Recommender Systems by Counterfactual Inference', in Cikm 2025 Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp. 5079 - 5083, http://dx.doi.org/10.1145/3746252.3760923

Zhai Z; Sima Q; Wang X; Zhang W, 2025, 'SGPT: Few-Shot Prompt Tuning for Signed Graphs', in Cikm 2025 Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp. 4045 - 4055, http://dx.doi.org/10.1145/3746252.3761079

Xu C; Zhou W; Ma L; Wang W; Xia F; Li B; Zhang W, 2025, 'Bright to Dark: Stage-wise Bilevel Knowledge Transfer for Seeing Text in the Dark', in Mm 2025 Proceedings of the 33rd ACM International Conference on Multimedia Co Located with mm 2025, pp. 7191 - 7199, http://dx.doi.org/10.1145/3746027.3754505

Xu Y; Zhang W; Zhang Y; Xu X; Lin X, 2025, 'Fast and Accurate Temporal Hypergraph Representation for Hyperedge Prediction', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1727 - 1738, http://dx.doi.org/10.1145/3690624.3709327

Zhao M; Gu J; Zhang W, 2025, 'AC-TKG+: Actor-Critic with Multi-Level Loss for Effective Few-shot Inductive Learning on Temporal Knowledge Graphs', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 1544 - 1548, http://dx.doi.org/10.1145/3701716.3715560

Chen K; Wen D; Wang H; Yang Z; Zhang W; Lin X, 2025, 'Covering K-Cliques in Billion-Scale Graphs', in Www 2025 Proceedings of the ACM Web Conference, pp. 2299 - 2308, http://dx.doi.org/10.1145/3696410.3714897

Tan X; Wang X; Liu Q; Xu X; Yuan X; Zhang W, 2025, 'Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning', in Www 2025 Proceedings of the ACM Web Conference, pp. 3505 - 3522, http://dx.doi.org/10.1145/3696410.3714892

Li Y; Xu Y; Lin X; Zhang W; Zhang Y, 2025, 'Ranking on Dynamic Graphs: An Effective and Robust Band-Pass Disentangled Approach', in Www 2025 Proceedings of the ACM Web Conference, pp. 3918 - 3929, http://dx.doi.org/10.1145/3696410.3714943

Xie M; Yang J; Zhang W; Yang S; Lin X, 2025, 'Deep Skyline Community Search', in Advances in Database Technology Edbt, pp. 636 - 648, http://dx.doi.org/10.48786/edbt.2025.51

Liu B; Wang C; Chen X; Hao Y; Yang Z; Jin Y; Yang Y; Yang W; Zhang W; Zhang W, 2025, 'PhoebeDB: A Disk-Based RDBMS Kernel for High-Performance and Cost-Effective OLTP', in Advances in Database Technology Edbt, pp. 996 - 1004, http://dx.doi.org/10.48786/edbt.2025.82

Ukey N; Zhang G; Yang Z; Wang X; Li B; Saydam S; Zhang W, 2025, 'A Cluster-Based Approach to kNN Join Over Batch-Dynamic High-Dimensional Data', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 81 - 96, http://dx.doi.org/10.1007/978-981-96-0814-0_6

He H; Yang Z; Wen D; Zhang W; Yu M; Yang W; Zhang W, 2025, 'A Survey on Efficient Graph Reachability Queries', in Lecture Notes in Computer Science, pp. 58 - 77, http://dx.doi.org/10.1007/978-981-96-8295-9_4

Wang H; Cheng D; Zhang Y; Zhang W, 2025, 'AIGC for Graphs: Current Techniques and Future Trends', in Proceedings International Conference on Data Engineering, pp. 4504 - 4508, http://dx.doi.org/10.1109/ICDE65448.2025.00340

Ding Y; Lin H; Yang Z; Wen D; Wang X; Zhang W, 2025, 'An Experimental Comparison of RDF Systems on Cloud', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 30 - 43, http://dx.doi.org/10.1007/978-981-96-1242-0_3

Xu X; Zhang D; Zhang W; Lu Q; Zhu L, 2025, 'Design Process for Retrieval Augmented Generation Systems', in Proceedings 2025 IEEE 22nd International Conference on Software Architecture Icsa C 2025, pp. 482 - 487, http://dx.doi.org/10.1109/ICSA-C65153.2025.00072

Li X; Yang Z; Hao K; Shu X; Cao X; Zhang W, 2025, 'Distributed Hop-Constrained s-t Simple Path Enumeration in Labelled Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 265 - 278, http://dx.doi.org/10.1007/978-981-96-1242-0_20

Guo Q; Yang J; Zhang W; Wang H; Zhang Y; Lin X, 2025, 'Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach', in Proceedings of the VLDB Endowment, pp. 2695 - 2708, http://dx.doi.org/10.14778/3742728.3742758

Yin H; Wang K; Zhang W; Zhang Y; Wu R; Lin X, 2025, 'Efficient Computation of Hyper-triangles on Hypergraphs', in Proceedings of the VLDB Endowment, pp. 729 - 742, http://dx.doi.org/10.14778/3712221.3712238

Chen L; Hu Y; Yang Z; Zhou X; Zhang W; Li K, 2025, 'Efficient Partition-based Approaches for Diversified Top-K Subgraph Matching', in Proceedings of the VLDB Endowment, pp. 698 - 712, http://dx.doi.org/10.14778/3785297.3785310

Tan X; Wang X; Liu Q; Xu X; Yuan X; Zhu L; Zhang W, 2025, 'HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning', in Emnlp 2025 2025 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference, pp. 14431 - 14459, http://dx.doi.org/10.18653/v1/2025.emnlp-main.730

Li X; Wu Y; Wang X; Yang Z; Zhang W; Zhang Y, 2025, 'Keyword-Based Betweenness Centrality Maximization in Attributed Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 209 - 223, http://dx.doi.org/10.1007/978-981-96-1242-0_16

Tang B; Yang S; Shen Z; Zhang W; Lin X; Tian Z, 2025, 'LogLite: Lightweight Plug-and-Play Streaming Log Compression', in Proceedings of the VLDB Endowment, pp. 3757 - 3770, http://dx.doi.org/10.14778/3749646.3749652

Wang H; Zhang Y; Zhang W, 2025, 'Machine Learning for Graph Data Management and Query Processing', in Proceedings of the VLDB Endowment, pp. 5499 - 5503, http://dx.doi.org/10.14778/3750601.3750702

Tang Y; Wang J; Chen C; Wang X; Zhang W; Zhang Y, 2025, 'Mitigate the Damage of Rumor on Susceptible Group', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 389 - 402, http://dx.doi.org/10.1007/978-981-96-1242-0_29

Hu Y; Wang X; Liu Q; Xu X; Fu Q; Zhang W; Zhu L, 2025, 'MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs', in Emnlp 2025 2025 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference, pp. 14184 - 14200, http://dx.doi.org/10.18653/v1/2025.emnlp-main.717

Chu D; Gao Z; Zhang F; Zhang W; Lin X; Tian Z, 2025, 'Most Similar Biclique Search at Scale', in Proceedings of the VLDB Endowment, pp. 1022 - 1034, http://dx.doi.org/10.14778/3717755.3717763

Wang J; Wang K; Zhang Y; Zhang W; Xu X; Lin X, 2025, 'On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing', in Proceedings of the VLDB Endowment, pp. 3421 - 3434, http://dx.doi.org/10.14778/3748191.3748205

Li N; Zheng Z; Ni W; Shan H; Zhang W; Li X, 2025, 'Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement Learning', in Advances in Neural Information Processing Systems, pp. 172765 - 172829

Ding Z; Chen Y; Wang H; Wang X; Zhang W; Zhang Y, 2025, 'TIformer: A Transformer-Based Framework for Time-Series Forecasting with Missing Data', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 71 - 84, http://dx.doi.org/10.1007/978-981-96-1242-0_6

Huang W; Wang H; Wen D; Ma S; Zhang W; Lin X, 2025, 'Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN', in Advances in Neural Information Processing Systems, pp. 178996 - 179023

Jiang W; Zhang Y; Wang M; Mo H; Hussain O; Dong D; Zhang W, 2025, 'Tracking Academic Topic Evolution From the Perspective of Author Interest Shifts', in Proceedings 2025 IEEE International Conference on E Business Engineering Icebe 2025, pp. 48 - 56, http://dx.doi.org/10.1109/ICEBE68123.2025.00015

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