By Professor Wenjie Zhang

Journal articles

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

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

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

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

Xu C; Fu H; Ma L; Jia W; Zhang C; Xia F; Ai X; Li B; Zhang W, 2024, 'Seeing Text in the Dark: Algorithm and Benchmark', in MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia, pp. 2870 - 2878, http://dx.doi.org/10.1145/3664647.3680728

Luo Q; Zhang W; Yang Z; Wen D; Wang X; Yu D; Lin X, 2024, 'Hierarchical Structure Construction on Hypergraphs', in International Conference on Information and Knowledge Management, Proceedings, pp. 1597 - 1606, http://dx.doi.org/10.1145/3627673.3679765

Bonifati A; Özsu MT; Tian Y; Voigt H; Yu W; Zhang W, 2024, 'The Future of Graph Analytics', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 544 - 545, http://dx.doi.org/10.1145/3626246.3658369

Wu Y; Xu Y; Zhang W; Xu X; Zhang Y, 2024, 'Query2GMM: Learning Representation with Gaussian Mixture Model for Reasoning over Knowledge Graphs', in WWW 2024 - Proceedings of the ACM Web Conference, pp. 2149 - 2158, http://dx.doi.org/10.1145/3589334.3645569

Yuan L; Hao K; Lin X; Zhang W, 2024, 'Batch Hop-Constrained s-t Simple Path Query Processing in Large Graphs', in Proceedings - International Conference on Data Engineering, pp. 2557 - 2569, http://dx.doi.org/10.1109/ICDE60146.2024.00201

Wang H; Wang K; Zhang W; Zhang Y, 2024, 'Bipartite Graph Analytics: Current Techniques and Future Trends', in Proceedings - International Conference on Data Engineering, pp. 5358 - 5364, http://dx.doi.org/10.1109/ICDE60146.2024.00405

He Y; Wang K; Zhang W; Lin X; Ni W; Zhang Y, 2024, 'Butterfly Counting over Bipartite Graphs with Local Differential Privacy', in Proceedings - International Conference on Data Engineering, pp. 2351 - 2364, http://dx.doi.org/10.1109/ICDE60146.2024.00186

Wang J; Wu Y; Wang X; Zhang Y; Lu Qin ; Zhang W; Lin X, 2024, 'Efficient Influence Minimization via Node Blocking', in Proceedings of the VLDB Endowment, pp. 2501 - 2513, http://dx.doi.org/10.14778/3675034.3675042

Feng Q; Zhang J; Zhang W; Qin L; Zhang Y; Lin X, 2024, 'Efficient kNN Search in Public Transportation Networks', in Proceedings of the VLDB Endowment, pp. 3402 - 3414, http://dx.doi.org/10.14778/3681954.3682009

Wu Y; Sun R; Wang X; Zhang Y; Qin L; Zhang W; Lin X, 2024, 'Efficient Maximal Temporal Plex Enumeration', in Proceedings - International Conference on Data Engineering, pp. 3098 - 3110, http://dx.doi.org/10.1109/ICDE60146.2024.00240

Wang J; Wang K; Lin X; Zhang W; Zhang Y, 2024, 'Efficient Unsupervised Community Search with Pre-trained Graph Transformer', in Proceedings of the VLDB Endowment, pp. 2227 - 2240, http://dx.doi.org/10.14778/3665844.3665853

Zhao Y; Chen Z; Chen C; Wang X; Lin X; Zhang W, 2024, 'Finding the Maximum k-Balanced Biclique on Weighted Bipartite Graphs (Extended abstract)', in Proceedings - International Conference on Data Engineering, pp. 5697 - 5698, http://dx.doi.org/10.1109/ICDE60146.2024.00480

Li F; Wang X; Cheng D; Zhang W; Zhang Y; Lin X, 2024, 'Hypergraph Self-supervised Learning with Sampling-efficient Signals', in IJCAI International Joint Conference on Artificial Intelligence, pp. 4398 - 4406

Yuan L; Li X; Zhao X; Chen Z; Zhang W; Lin X, 2024, 'I/O Efficient Label-Constrained Reachability feries in Large Graphs', in Proceedings of the VLDB Endowment, pp. 2590 - 2602, http://dx.doi.org/10.14778/3675034.3675049

Chen X; Shi J; Peng Y; Lin W; Wang S; Zhang W, 2024, 'Minimum Strongly Connected Subgraph Collection in Dynamic Graphs', in Proceedings of the VLDB Endowment, pp. 1324 - 1336, http://dx.doi.org/10.14778/3648160.3648173

Wang H; Yu J; Wang X; Chen C; Zhang W; Lin X, 2024, 'Neural Similarity Search on Supergraph Containment (Extended Abstract)', in Proceedings - International Conference on Data Engineering, pp. 5709 - 5710, http://dx.doi.org/10.1109/ICDE60146.2024.00486

Zhang Y; Bui HT; Zipperle M; Buick F; Chand S; Hussain O; Wang M; Mo H; Zhang W, 2024, 'Perception Gaps Between Hashtag Stakeholders on X (Twitter) - Application on the Australian National Disability Insurance Scheme (#NDIS)', in Proceedings - 2024 IEEE International Conference on e-Business Engineering, ICEBE 2024, pp. 117 - 124, http://dx.doi.org/10.1109/ICEBE62490.2024.00027

Li S; Wang K; Lin X; Zhang W; He Y; Yuan L, 2024, 'Querying Historical Cohesive Subgraphs over Temporal Bipartite Graphs', in Proceedings - International Conference on Data Engineering, pp. 2503 - 2516, http://dx.doi.org/10.1109/ICDE60146.2024.00197

Chen K; Wen D; Zhang W; Zhang Y; Wang X; Lin X, 2024, 'Querying Structural Diversity in Streaming Graphs', in Proceedings of the VLDB Endowment, pp. 1034 - 1046, http://dx.doi.org/10.14778/3641204.3641213

Wang Y; Yuan L; Zhang W; Chen Z; Lin X; Liu Q, 2024, 'Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks', in Proceedings of the VLDB Endowment, pp. 4683 - 4695, http://dx.doi.org/10.14778/3704965.3704975

Xu Y; Zhang W; Zhang Y; Orlowska M; Lin X, 2024, 'TimeSGN: Scalable and Effective Temporal Graph Neural Network', in Proceedings - International Conference on Data Engineering, pp. 3297 - 3310, http://dx.doi.org/10.1109/ICDE60146.2024.00255

Zhan J; Wu H; Cheng P; Zheng L; Chen L; Zhang CJ; Lin X; Zhang W, 2024, 'TrendSharing: A Framework to Discover and Follow the Trends for Shared Mobility Services', in Proceedings - International Conference on Data Engineering, pp. 4370 - 4382, http://dx.doi.org/10.1109/ICDE60146.2024.00333

Zhang Y; Wang K; Zhang W; Ni W; Lin X, 2023, 'Size-bounded Community Search over Large Bipartite Graphs', in Advances in Database Technology - EDBT, pp. 320 - 331, http://dx.doi.org/10.48786/edbt.2024.28

Tan X; Qing S; Qian J; Wu Y; Zhang W; Chen C; Wang X, 2023, 'Higher-Order Peak Decomposition', in International Conference on Information and Knowledge Management, Proceedings, pp. 4310 - 4314, http://dx.doi.org/10.1145/3583780.3615209

Feng Q; Peng Y; Zhang W; Lin X; Zhang Y, 2023, 'DSPC: Efficiently Answering Shortest Path Counting on Dynamic Graphs', in Advances in Database Technology - EDBT, pp. 116 - 128, http://dx.doi.org/10.48786/edbt.2024.11

Yu J; Wang H; Wang X; Li Z; Qin L; Zhang W; Liao J; Zhang Y, 2023, 'Group-based Fraud Detection Network on e-Commerce Platforms', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 5463 - 5475, http://dx.doi.org/10.1145/3580305.3599836

Zhang F; Linghu Q; Xie J; Wang K; Lin X; Zhang W, 2023, 'Quantifying Node Importance over Network Structural Stability', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 3217 - 3228, http://dx.doi.org/10.1145/3580305.3599480

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