By Professor Wenjie Zhang

Journal articles

Yu J; Wang H; Wang X; Li Z; Qin L; Zhang W; Liao J; Zhang Y; Yang B, 2024, 'Temporal Insights for Group-Based Fraud Detection on e-Commerce Platforms', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3485127

Zhang J; Shen Z; Yang S; Meng L; Xiao C; Jia W; Li Y; Sun Q; Zhang W; Lin X, 2023, 'High-Ratio Compression for Machine-Generated Data', Proceedings of the ACM on Management of Data, 1, pp. 1 - 27, http://dx.doi.org/10.1145/3626732

Wang J; Wang K; Lin X; Zhang W; Zhang Y, 2023, 'Neural Attributed Community Search at Billion Scale', Proceedings of the ACM on Management of Data, 1, pp. 1 - 25, http://dx.doi.org/10.1145/3626738

Sun R; Wu Y; Wang X; Chen C; Zhang W; Lin X, 2023, 'Clique Identification in Signed Graphs: A Balance Theory Based Model', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 12513 - 12527, http://dx.doi.org/10.1109/TKDE.2023.3272636

Wang J; Yang J; Ma Z; Zhang C; Yang S; Zhang W, 2023, 'Efficient Maximal Biclique Enumeration on Large Uncertain Bipartite Graphs', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 12634 - 12648, http://dx.doi.org/10.1109/TKDE.2023.3272110

Luo L; Fang Y; Lu M; Cao X; Zhang X; Zhang W, 2023, 'GSim: A Graph Neural Network Based Relevance Measure for Heterogeneous Graphs', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 12693 - 12707, http://dx.doi.org/10.1109/TKDE.2023.3271425

Sun Q; Zhang W; Lin X, 2023, 'Progressive Hard Negative Masking: From Global Uniformity to Local Tolerance', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 12932 - 12943, http://dx.doi.org/10.1109/TKDE.2023.3269795

Chen Z; Yuan L; Lin X; Qin L; Zhang W, 2023, 'Balanced Clique Computation in Signed Networks: Concepts and Algorithms', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 11079 - 11092, http://dx.doi.org/10.1109/TKDE.2022.3225562

Wang K; Zhao G; Zhang W; Lin X; Zhang Y; He Y; Li C, 2023, 'Cohesive Subgraph Discovery Over Uncertain Bipartite Graphs', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 11165 - 11179, http://dx.doi.org/10.1109/TKDE.2023.3234567

Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, 2023, 'Efficient continuous kNN join over dynamic high-dimensional data', World Wide Web, 26, pp. 3759 - 3794, http://dx.doi.org/10.1007/s11280-023-01204-9

Yu J; Zhang X; Wang H; Wang X; Zhang W; Zhang Y, 2023, 'FPGN: follower prediction framework for infectious disease prevention', World Wide Web, 26, pp. 3795 - 3814, http://dx.doi.org/10.1007/s11280-023-01205-8

Yang J; Peng Y; Ouyang D; Zhang W; Lin X; Zhao X, 2023, '(p,q)-biclique counting and enumeration for large sparse bipartite graphs', VLDB Journal, 32, pp. 1137 - 1161, http://dx.doi.org/10.1007/s00778-023-00786-0

Zhao Y; Chen Z; Chen C; Wang X; Lin X; Zhang W, 2023, 'Finding the Maximum k-Balanced Biclique on Weighted Bipartite Graphs', IEEE Transactions on Knowledge and Data Engineering, PP, pp. 1 - 14, http://dx.doi.org/10.1109/tkde.2022.3206351

Sheng Y; Cao X; Fang Y; Zhao K; Qi J; Cong G; Zhang W, 2023, 'WISK: A Workload-aware Learned Index for Spatial Keyword Queries', Proceedings of the ACM on Management of Data, 1, pp. 1 - 27, http://dx.doi.org/10.1145/3589332

He Y; Wang K; Zhang W; Lin X; Zhang Y, 2023, 'Scaling Up k-Clique Densest Subgraph Detection', Proceedings of the ACM on Management of Data, 1, pp. 1 - 26, http://dx.doi.org/10.1145/3588923

Chang L; Feng X; Yao K; Qin L; Zhang W, 2023, 'Accelerating Graph Similarity Search via Efficient GED Computation', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 4485 - 4498, http://dx.doi.org/10.1109/TKDE.2022.3153523

Li J; Saydam S; Xu Y; Liu B; Li B; Lin X; Zhang W, 2023, 'Class-aware tiny object recognition over large-scale 3D point clouds', Neurocomputing, 529, pp. 166 - 181, http://dx.doi.org/10.1016/j.neucom.2023.01.094

Wang K; Lin X; Qin L; Zhang W; Zhang Y, 2023, 'Accelerated butterfly counting with vertex priority on bipartite graphs', VLDB Journal, 32, pp. 257 - 281, http://dx.doi.org/10.1007/s00778-022-00746-0

Wang K; Zhang W; Zhang Y; Qin L; Zhang Y, 2023, 'Discovering Significant Communities on Bipartite Graphs: An Index-Based Approach', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 2471 - 2485, http://dx.doi.org/10.1109/TKDE.2021.3111349

Wang H; Zhang W; Zou L; Maamar Z, 2023, 'Guest Editorial: WWWJ Special Issue of the 22th International Conference on Web Information Systems Engineering (WISE 2021)', World Wide Web, 26, pp. 709 - 712, http://dx.doi.org/10.1007/s11280-022-01131-1

Wang X; Wen D; Qin L; Chang L; Zhang Y; Zhang W, 2023, 'ScaleG: A Distributed Disk-Based System for Vertex-Centric Graph Processing', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 2019 - 2033, http://dx.doi.org/10.1109/TKDE.2021.3101057

Zhang X; Wang H; Yu J; Chen C; Wang X; Zhang W, 2023, 'Bipartite graph capsule network', World Wide Web, 26, pp. 421 - 440, http://dx.doi.org/10.1007/s11280-022-01009-2

Ukey N; Yang Z; Li B; Zhang G; Hu Y; Zhang W, 2023, 'Survey on Exact kNN Queries over High-Dimensional Data Space', Sensors, 23, http://dx.doi.org/10.3390/s23020629

Huang C; Fang Y; Lin X; Cao X; Zhang W, 2022, 'ABLE: Meta-Path Prediction in Heterogeneous Information Networks', ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 16, http://dx.doi.org/10.1145/3494558

Wang D; Wu J; Yang J; Jing B; Zhang W; He X; Zhang H, 2022, 'Cross-Lingual Knowledge Transferring by Structural Correspondence and Space Transfer', IEEE Transactions on Cybernetics, 52, pp. 6555 - 6566, http://dx.doi.org/10.1109/TCYB.2021.3051005

Wen D; Yang B; Zhang Y; Qin L; Cheng D; Zhang W, 2022, 'Span-reachability querying in large temporal graphs', VLDB Journal, 31, pp. 629 - 647, http://dx.doi.org/10.1007/s00778-021-00715-z

Hidayat A; Cheema MA; Lin X; Zhang W; Zhang Y, 2022, 'Continuous monitoring of moving skyline and top-k queries', VLDB Journal, 31, pp. 459 - 482, http://dx.doi.org/10.1007/s00778-021-00702-4

Lin X; Qin L; Zhang W; Zhang Y, 2022, 'Editor's Note', WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 25, pp. 533 - 533, http://dx.doi.org/10.1007/s11280-022-01028-z

Zhang X; Wang H; Yu J; Chen C; Wang X; Zhang W, 2022, 'Polarity-based graph neural network for sign prediction in signed bipartite graphs', World Wide Web, 25, pp. 471 - 487, http://dx.doi.org/10.1007/s11280-022-01015-4

Peng Y; Lin X; Zhang Y; Zhang W; Qin L, 2022, 'Answering reachability and K-reach queries on large graphs with label constraints', VLDB Journal, 31, pp. 101 - 127, http://dx.doi.org/10.1007/s00778-021-00695-0

Xu Y; Yin Y; Wang J; Wei J; Liu J; Yao L; Zhang W, 2021, 'Unsupervised Cross-View Feature Selection on incomplete data[Formula presented]', Knowledge-Based Systems, 234, http://dx.doi.org/10.1016/j.knosys.2021.107595

Li C; Zhang F; Zhang Y; Qin L; Zhang W; Lin X, 2021, 'Discovering fortress-like cohesive subgraphs', Knowledge and Information Systems, 63, pp. 3217 - 3250, http://dx.doi.org/10.1007/s10115-021-01624-x

Ma C; Fang Y; Cheng R; Lakshmanan LVS; Zhang W; Lin X, 2021, 'On Directed Densest Subgraph Discovery', ACM Transactions on Database Systems, 46, http://dx.doi.org/10.1145/3483940

Luo L; Fang Y; Cao X; Zhang X; Zhang W, 2021, 'CP-GNN: A Software for Community Detection in Heterogeneous Information Networks[Formula presented]', Software Impacts, 10, http://dx.doi.org/10.1016/j.simpa.2021.100169

Peng Y; Lin X; Zhang Y; Zhang W; Qin L; Zhou J, 2021, 'Efficient Hop-constrained s-t Simple Path Enumeration', VLDB Journal, 30, pp. 799 - 823, http://dx.doi.org/10.1007/s00778-021-00674-5

He Y; Wang K; Zhang W; Lin X; Zhang Y, 2021, 'Exploring cohesive subgraphs with vertex engagement and tie strength in bipartite graphs', Information Sciences, 572, pp. 277 - 296, http://dx.doi.org/10.1016/j.ins.2021.04.027

Yang J; Yao W; Zhang W, 2021, 'Keyword Search on Large Graphs: A Survey', Data Science and Engineering, 6, pp. 142 - 162, http://dx.doi.org/10.1007/s41019-021-00154-4

Zhang H; Huang Z; Lin X; Lin Z; Zhang W; Zhang Y, 2021, 'Efficient and High-Quality Seeded Graph Matching: Employing Higher-order Structural Information', ACM Transactions on Knowledge Discovery from Data, 15, http://dx.doi.org/10.1145/3442340

Ma C; Fang Y; Cheng R; Lakshmanan LVS; Zhang W; Lin X, 2021, 'Efficient Directed Densest Subgraph Discovery', SIGMOD Record, 50, pp. 33 - 40, http://dx.doi.org/10.1145/3471485.3471494

Saydam S; Liu B; Li B; Zhang W; Singh SK; Raval S, 2021, 'A Coarse-to-fine approach for rock bolt detection from 3D point clouds', IEEE Access, 9, pp. 148873 - 148883, http://dx.doi.org/10.1109/ACCESS.2021.3120207

Huang Z; Lin X; Zhang W; Zhang Y, 2021, 'Communication-efficient distributed covariance sketch, with application to distributed PCA', Journal of Machine Learning Research, 22

Hao K; Yuan L; Zhang W, 2021, 'Distributed Hop-Constrained s-t Simple Path Enumeration at Billion Scale', Proceedings of the VLDB Endowment, 15, pp. 169 - 182, http://dx.doi.org/10.14778/3489496.3489499

Yang Y; Fang Y; Orlowska ME; Zhang W; Lin X, 2021, 'Efficient bi-triangle counting for large bipartite networks', Proceedings of the VLDB Endowment, 14, pp. 984 - 996, http://dx.doi.org/10.14778/3447689.3447702

Lin Z; Zhang F; Lin X; Zhang W; Tian Z, 2021, 'Hierarchical core maintenance on large dynamic graphs', Proceedings of the VLDB Endowment, 14, pp. 757 - 770, http://dx.doi.org/10.14778/3446095.3446099

Wang D; Lu C; Wu J; Liu H; Zhang W; Zhuang F; Zhang H, 2020, 'Softly Associative Transfer Learning for Cross-Domain Classification', IEEE Transactions on Cybernetics, 50, pp. 4709 - 4721, http://dx.doi.org/10.1109/TCYB.2019.2891577

Fang Y; Huang X; Qin L; Zhang Y; Zhang W; Cheng R; Lin X, 2020, 'Correction: A survey of community search over big graphs (The VLDB Journal, (2020), 29, 1, (353-392), 10.1007/s00778-019-00556-x)', VLDB Journal, 29, pp. 1219, http://dx.doi.org/10.1007/s00778-019-00592-7

Liu B; Yuan L; Lin X; Qin L; Zhang W; Zhou J, 2020, 'Efficient (α , β)-core computation in bipartite graphs', VLDB Journal, 29, pp. 1075 - 1099, http://dx.doi.org/10.1007/s00778-020-00606-9

Li W; Zhang Y; Sun Y; Wang W; Li M; Zhang W; Lin X, 2020, 'Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement', IEEE Transactions on Knowledge and Data Engineering, 32, pp. 1475 - 1488, http://dx.doi.org/10.1109/TKDE.2019.2909204

Chen H; Fang Y; Zhang Y; Zhang W; Wang L, 2020, 'ESPM: Efficient Spatial Pattern Matching', IEEE Transactions on Knowledge and Data Engineering, 32, pp. 1227 - 1233, http://dx.doi.org/10.1109/TKDE.2019.2947505

Zhang F; Li C; Zhang Y; Qin L; Zhang W, 2020, 'Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems', IEEE Transactions on Knowledge and Data Engineering, 32, pp. 78 - 91, http://dx.doi.org/10.1109/TKDE.2018.2880976

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