By Professor Wenjie Zhang

Journal articles

Yu W; Lin X; Zhang W; McCann JA, 2015, 'Fast All-Pairs SimRank Assessment on Large Graphs and Bipartite Domains', IEEE Transactions on Knowledge and Data Engineering, 27, pp. 1810 - 1823, http://dx.doi.org/10.1109/TKDE.2014.2339828

Wang W; Zhang W, 2015, 'Guest editorial: web applications and techniques', World Wide Web, http://dx.doi.org/10.1007/s11280-015-0345-1

Zhang WJ; Xiong QY; Shi WR; Chen SH, 2015, 'Weighted neighbor-region based multi-level fuzzy edge detection method', Jilin Daxue Xuebao Gongxueban Journal of Jilin University Engineering and Technology Edition, 45, pp. 998 - 1004, http://dx.doi.org/10.13229/j.cnki.jdxbgxb201503046

Chang L; Lin X; Zhang W; Yu JX; Zhang Y; Qin L, 2015, 'Optimal Enumeration: Efficient Top-k Tree Matching', , 8, pp. 533 - 544, http://dx.doi.org/10.14778/2735479.2735486

Song W; Zhang W; Zhang J; Wang Y; Zhou Q; Shi W, 2014, 'Meter reading recognition method via the pointer region feature', Yi Qi Yi Biao Xue Bao Chinese Journal of Scientific Instrument, 35, pp. 20 - 28

Song W; Zhang J; Zhang W; Wang Y; Zhou Q; Shi W, 2014, 'Research of intelligent video surveillance in substation based on ViBe', Yi Qi Yi Biao Xue Bao Chinese Journal of Scientific Instrument, 35, pp. 14 - 19

Cheema MA; Lin X; Wang H; Wang J; Zhang W, 2014, 'A unified framework for answering k closest pairs queries and variants', IEEE Transactions on Knowledge and Data Engineering, 26, pp. 2610 - 2624, http://dx.doi.org/10.1109/TKDE.2014.2304469

Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2014, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, http://dx.doi.org/10.1007/s11280-014-0292-2

Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2014, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, 18, pp. 1331 - 1350, http://dx.doi.org/10.1007/s11280-014-0292-2

Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2014, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, 18, pp. 1331 - 1350, http://dx.doi.org/10.1007/s11280-014-0292-2

Zhang Y; Zhang W; Lin Q; Lin X; Shen HT, 2014, 'Effectively indexing the multidimensional uncertain objects', IEEE Transactions on Knowledge and Data Engineering, 26, pp. 608 - 622, http://dx.doi.org/10.1109/TKDE.2013.21

Zhang Y; Zhang W; Pei J; Lin X; Lin Q; Li A, 2014, 'Consensus-based ranking of multivalued objects: A generalized borda count approach', IEEE Transactions on Knowledge and Data Engineering, 26, pp. 83 - 96, http://dx.doi.org/10.1109/TKDE.2012.250

Zhang W; Xiong Q; Chen S, 2014, 'Data-driven saliency region detection based on undirected graph ranking', Wseas Transactions on Computers, 13, pp. 310 - 319

Chen S; Shi W; Zhang W, 2014, 'Visual saliency detection via multiple background estimation and spatial distribution', Optik, 125, pp. 569 - 574, http://dx.doi.org/10.1016/j.ijleo.2013.07.014

Zhao X; Shang H; Zhang W; Lin X; Xiao W, 2013, 'On efficient graph substructure selection', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 7826 LNCS, pp. 284 - 300, http://dx.doi.org/10.1007/978-3-642-37450-0_22

Yu W; Lin X; Zhang W, 2013, 'Towards efficient SimRank computation on large networks', Proceedings International Conference on Data Engineering, pp. 601 - 612, http://dx.doi.org/10.1109/ICDE.2013.6544859

Chen S; Shi W; Zhang W, 2013, 'An efficient universal noise removal algorithm combining spatial gradient and impulse statistic', Mathematical Problems in Engineering, 2013, http://dx.doi.org/10.1155/2013/480274

Lin Q; Zhang Y; Zhang W; Lin X, 2013, 'Efficient general spatial skyline computation', World Wide Web, 16, pp. 247 - 270, http://dx.doi.org/10.1007/s11280-012-0185-1

Zhao X; Xiao C; Lin X; Liu Q; Zhang W, 2013, 'A partitionbased approach to structure similarity search', Proceedings of the VLDB Endowment, 7, pp. 169 - 180, http://dx.doi.org/10.14778/2732232.2732236

Yu W; Lin X; Zhang W; Chang L; Pei J, 2013, 'More is simpler: Effectively and efficiently assessing nodepair similarities based on hyperlinks', Proceedings of the VLDB Endowment, 7, pp. 13 - 24, http://dx.doi.org/10.14778/2732219.2732221

Yu W; Zhang W; Lin X; Zhang Q; Le J, 2012, 'A space and time efficient algorithm for SimRank computation', World Wide Web - Internet and Web Information Systems, 15, pp. 327 - 352, http://dl.acm.org/citation.cfm?id=2158804

Cheema MA; Zhang W; Lin X; Zhang Y; Li X, 2012, 'Continuous Reverse k Nearest Neighbors Queries in Euclidean Space and in Spatial Networks', International Journal on Very Large Data Bases (VLDB), 21, pp. 69 - 95, http://dl.acm.org/citation.cfm?id=J869&picked=prox&cfid=74803515&cftoken=43639583

Zhang Y; Lin X; Tao Y; Zhang W; Wang H, 2012, 'Efficient computation of range aggregates against uncertain location-based queries', IEEE Transactions on Knowledge and Data Engineering, 24, pp. 1244 - 1258, http://dx.doi.org/10.1109/TKDE.2011.46

Cheema MA; Brankovic L; Lin X; Zhang W; Wang W, 2011, 'Continuous Monitoring of Distance-Based Range Queries', IEEE Transactions on Knowledge and Data Engineering, 23, pp. 1182 - 1199, http://dx.doi.org/10.1109/TKDE.2010.246

Zhang W; Zhang Y; Cheema MA; Lin X, 2010, 'Counting Distinct Objects over Sliding Windows', Conferences in Research and Practice in Information Technology Series, 104, pp. 75 - 84

Cheema MA; Lin X; Wang W; Zhang W; Pei J, 2010, 'Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data', IEEE Transactions on Knowledge and Data Engineering, 22, pp. 550 - 564, http://dx.doi.org/10.1109/TKDE.2009.108

Yang S; Zhang W; Zhang Y; Lin X, 2009, 'Probabilistic threshold range aggregate query processing over uncertain data', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 5446, pp. 51 - 62, http://dx.doi.org/10.1007/978-3-642-00672-2_7

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

Back to profile page