By Professor Wenjie Zhang

Conference Papers

Yuan Z; Peng Y; Cheng P; Han L; Lin X; Chen L; Zhang W, 2022, 'Efficient k-clique Listing with Set Intersection Speedup', in Proceedings International Conference on Data Engineering, pp. 1955 - 1968, http://dx.doi.org/10.1109/ICDE53745.2022.00192

Ukey N; Yang Z; Zhang G; Liu B; Li B; Zhang W, 2022, 'Efficient kNN Join over Dynamic High-Dimensional Data', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 63 - 75, http://dx.doi.org/10.1007/978-3-031-15512-3_5

Wang K; Zhang W; Lin X; Qin L; Zhou A, 2022, 'Efficient Personalized Maximum Biclique Search', in Proceedings International Conference on Data Engineering, pp. 498 - 511, http://dx.doi.org/10.1109/ICDE53745.2022.00042

He Y; Wang K; Zhang W; Lin X; Zhang Y, 2022, 'Efficient Reinforcement of Bipartite Networks at Billion Scale', in Proceedings International Conference on Data Engineering, pp. 446 - 458, http://dx.doi.org/10.1109/ICDE53745.2022.00038

Huang C; Fang Y; Lin X; Cao X; Zhang W; Orlowska M, 2022, 'Estimating Node Importance Values in Heterogeneous Information Networks', in Proceedings International Conference on Data Engineering, pp. 846 - 858, http://dx.doi.org/10.1109/ICDE53745.2022.00068

Yu Y; Wen D; Zhang Y; Qin L; Zhang W; Lin X, 2022, 'GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction', in Proceedings International Conference on Data Engineering, pp. 552 - 564, http://dx.doi.org/10.1109/ICDE53745.2022.00046

Jin J; Cheng P; Chen L; Lin X; Zhang W, 2022, 'GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models', in Proceedings International Conference on Data Engineering, pp. 1193 - 1205, http://dx.doi.org/10.1109/ICDE53745.2022.00094

Chu D; Zhang F; Zhang W; Lin X; Zhang Y, 2022, 'Hierarchical Core Decomposition in Parallel: From Construction to Subgraph Search', in Proceedings International Conference on Data Engineering, pp. 1138 - 1151, http://dx.doi.org/10.1109/ICDE53745.2022.00090

Li X; Hao K; Yang Z; Cao X; Zhang W; Yuan L; Lin X, 2022, 'Hop-Constrained s-t Simple Path Enumeration in Billion-Scale Labelled Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 49 - 64, http://dx.doi.org/10.1007/978-3-031-20891-1_5

Li X; Hao K; Yang Z; Cao X; Zhang W, 2022, 'Hop-Constrained s-t Simple Path Enumeration in Large Uncertain Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 115 - 127, http://dx.doi.org/10.1007/978-3-031-15512-3_9

Sun R; Wu Y; Chen C; Wang X; Zhang W; Lin X, 2022, 'Maximal Balanced Signed Biclique Enumeration in Signed Bipartite Graphs', in Proceedings International Conference on Data Engineering, pp. 1887 - 1899, http://dx.doi.org/10.1109/ICDE53745.2022.00187

Pan L; Yao L; Zhang W; Wang X, 2022, 'Mitigating Multi-class Unintended Demographic Bias in Text Classification with Adversarial Learning', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 386 - 394, http://dx.doi.org/10.1007/978-3-031-20891-1_27

Wang J; Cheng P; Zheng L; Chen L; Zhang W, 2022, 'Online Ridesharing with Meeting Points', in Proceedings of the VLDB Endowment, pp. 3963 - 3975, http://dx.doi.org/10.14778/3565838.3565849

Wang Y; Yuan Y; Zhang W; Zhang Y; Lin X; Wang G, 2022, 'Reachability-Driven Influence Maximization in Time-dependent Road-social Networks', in Proceedings International Conference on Data Engineering, pp. 367 - 379, http://dx.doi.org/10.1109/ICDE53745.2022.00032

Wang H; Zhang Y; Qin L; Wang W; Zhang W; Lin X, 2022, 'Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching', in Proceedings International Conference on Data Engineering, pp. 245 - 258, http://dx.doi.org/10.1109/ICDE53745.2022.00023

Yang P; Wang H; Lian D; Zhang Y; Qin L; Zhang W, 2022, 'TMN: Trajectory Matching Networks for Predicting Similarity', in Proceedings International Conference on Data Engineering, pp. 1700 - 1713, http://dx.doi.org/10.1109/ICDE53745.2022.00173

Feng Q; Peng Y; Zhang W; Zhang Y; Lin X, 2022, 'Towards Real-Time Counting Shortest Cycles on Dynamic Graphs: A Hub Labeling Approach', in Proceedings International Conference on Data Engineering, pp. 512 - 524, http://dx.doi.org/10.1109/ICDE53745.2022.00043

Wang K; Hu Y; Lin X; Zhang W; Qin L; Zhang Y, 2021, 'A Cohesive Structure Based Bipartite Graph Analytics System', in International Conference on Information and Knowledge Management Proceedings, pp. 4799 - 4803, http://dx.doi.org/10.1145/3459637.3481963

Luo L; Fang Y; Cao X; Zhang X; Zhang W, 2021, 'Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model', in International Conference on Information and Knowledge Management Proceedings, pp. 1170 - 1180, http://dx.doi.org/10.1145/3459637.3482250

Peng Y; Zhao W; Zhang W; Lin X; Zhang Y, 2021, 'DLQ: A System for Label-Constrained Reachability Queries on Dynamic Graphs', in International Conference on Information and Knowledge Management Proceedings, pp. 4764 - 4768, http://dx.doi.org/10.1145/3459637.3481978

Zhang Y; Wang K; Zhang W; Lin X; Zhang Y, 2021, 'Pareto-optimal Community Search on Large Bipartite Graphs', in International Conference on Information and Knowledge Management Proceedings, pp. 2647 - 2656, http://dx.doi.org/10.1145/3459637.3482282

Wang J; Yang J; Zhang W, 2021, 'Top-k Tree Similarity Join', in International Conference on Information and Knowledge Management Proceedings, pp. 1939 - 1948, http://dx.doi.org/10.1145/3459637.3482304

Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, 'HUGE: An Efficient and Scalable Subgraph Enumeration System', in Proceedings of the ACM SIGMOD International Conference on Management of Data, Virtual Event China, pp. 2049 - 2062, presented at SIGMOD/PODS '21: International Conference on Management of Data, Virtual Event China, 20 June 2021, http://dx.doi.org/10.1145/3448016.3457237

Yu M; Qin L; Zhang Y; Zhang W; Lin X, 2021, 'DPTL+: Efficient parallel triangle listing on batch-dynamic graphs', in Proceedings International Conference on Data Engineering, pp. 1332 - 1343, http://dx.doi.org/10.1109/ICDE51399.2021.00119

Wang K; Zhang W; Lin X; Zhang Y; Qin L; Zhang Y, 2021, 'Efficient and effective community search on large-scale bipartite graphs', in Proceedings International Conference on Data Engineering, pp. 85 - 96, http://dx.doi.org/10.1109/ICDE51399.2021.00015

Liu B; Zhang F; Zhang W; Lin X; Zhang Y, 2021, 'Efficient community search with size constraint', in Proceedings International Conference on Data Engineering, pp. 97 - 108, http://dx.doi.org/10.1109/ICDE51399.2021.00016

Yu Y; Wen D; Zhang Y; Wang X; Zhang W; Lin X, 2021, 'Efficient matrix factorization on heterogeneous CPU-GPU Systems', in Proceedings International Conference on Data Engineering, pp. 1871 - 1876, http://dx.doi.org/10.1109/ICDE51399.2021.00169

Lai Z; Peng Y; Yang S; Lin X; Zhang W, 2021, 'PEFP: Efficient k-hop constrained s-t simple path enumeration on FPGA', in Proceedings International Conference on Data Engineering, pp. 1320 - 1331, http://dx.doi.org/10.1109/ICDE51399.2021.00118

Yang P; Wang H; Zhang Y; Qin L; Zhang W; Lin X, 2021, 'T3S: Effective representation learning for trajectory similarity computation', in Proceedings International Conference on Data Engineering, pp. 2183 - 2188, http://dx.doi.org/10.1109/ICDE51399.2021.00221

Zhang W; Chan WK, 2021, 'Subgraph Isomorphism Building on A Hierarchical Query Graph', in ACM International Conference Proceeding Series, pp. 107 - 111, http://dx.doi.org/10.1145/3456529.3456548

Yang J; Peng Y; Zhang W, 2021, '(p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs', in Proceedings of the VLDB Endowment, pp. 141 - 153, http://dx.doi.org/10.14778/3489496.3489497

Fang Y; Wang K; Lin X; Zhang W, 2021, 'Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2829 - 2838, http://dx.doi.org/10.1145/3448016.3457538

Chen X; Wang K; Lin X; Zhang W; Qin L; Zhang Y, 2021, 'Efficiently answering reachability and path queries on temporal bipartite graphs', in Proceedings of the VLDB Endowment, pp. 1845 - 1858, http://dx.doi.org/10.14778/3467861.3467873

Yu M; Wen D; Qin L; Zhang Y; Zhang W; Lin X, 2021, 'On querying historical k-cores', in Proceedings of the VLDB Endowment, pp. 2033 - 2045, http://dx.doi.org/10.14778/3476249.3476260

Ma C; Fang Y; Cheng R; Lakshmanan LVS; Zhang W; Lin X, 2020, 'Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1051 - 1066, http://dx.doi.org/10.1145/3318464.3389697

Linghu Q; Zhang F; Lin X; Zhang W; Zhang Y, 2020, 'Global Reinforcement of Social Networks: The Anchored Coreness Problem', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2211 - 2226, http://dx.doi.org/10.1145/3318464.3389744

Yang J; Zhang W; Wang X; Zhang Y; Lin X, 2020, 'Distributed streaming set similarity join', in Proceedings International Conference on Data Engineering, pp. 565 - 576, http://dx.doi.org/10.1109/ICDE48307.2020.00055

Yang Y; Fang Y; Lin X; Zhang W, 2020, 'Effective and efficient truss computation over large heterogeneous information networks', in Proceedings International Conference on Data Engineering, pp. 901 - 912, http://dx.doi.org/10.1109/ICDE48307.2020.00083

Wang K; Lin X; Qin L; Zhang W; Zhang Y, 2020, 'Efficient bitruss decomposition for large-scale bipartite graphs', in Proceedings International Conference on Data Engineering, pp. 661 - 672, http://dx.doi.org/10.1109/ICDE48307.2020.00063

Wen D; Huang Y; Zhang Y; Qin L; Zhang W; Lin X, 2020, 'Efficiently answering span-reachability queries in large temporal graphs', in Proceedings International Conference on Data Engineering, pp. 1153 - 1164, http://dx.doi.org/10.1109/ICDE48307.2020.00104

Chen H; Fang Y; Zhang Y; Zhang W; Wang L, 2020, 'ESPM: Efficient spatial pattern matching (Extended Abstract)', in Proceedings International Conference on Data Engineering, pp. 2038 - 2039, http://dx.doi.org/10.1109/ICDE48307.2020.00238

Zhang C; Zhang F; Zhang W; Liu B; Zhang Y; Qin L; Lin X, 2020, 'Exploring finer granularity within the cores: Efficient (k, p)-Core computation', in Proceedings International Conference on Data Engineering, pp. 181 - 192, http://dx.doi.org/10.1109/ICDE48307.2020.00023

Chu D; Zhang F; Lin X; Zhang W; Zhang Y; Xia Y; Zhang C, 2020, 'Finding the best k in core decomposition: A time and space optimal solution', in Proceedings International Conference on Data Engineering, pp. 685 - 696, http://dx.doi.org/10.1109/ICDE48307.2020.00065

Chang L; Feng X; Lin X; Qin L; Zhang W; Ouyang D, 2020, 'Speeding Up GED verification for graph similarity search', in Proceedings International Conference on Data Engineering, pp. 793 - 804, http://dx.doi.org/10.1109/ICDE48307.2020.00074

Liu B; Zhang F; Zhang C; Zhang W; Lin X, 2020, 'CoreCube: Core Decomposition in Multilayer Graphs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hong Kong, China, pp. 694 - 710, presented at WISE 2019 20th International Conference on Web Information Systems Engineering, Hong Kong, China, 19 January 2020, http://dx.doi.org/10.1007/978-3-030-34223-4_44

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

Wang R; Yang Z; Zhang W; Lin X, 2020, 'An empirical study on recent graph database systems', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 328 - 340, http://dx.doi.org/10.1007/978-3-030-55130-8_29

Peng Y; Zhang Y; Lin X; Qin L; Zhang W, 2020, 'Answering billion-scale label-constrained reachability queries within microsecond', in Proceedings of the VLDB Endowment, pp. 812 - 825, http://dx.doi.org/10.14778/3380750.3380753

Yu M; Qin L; Zhang Y; Zhang W; Lin X, 2020, 'Aot: pushing the efficiency boundary of main-memory triangle listing', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 516 - 533, http://dx.doi.org/10.1007/978-3-030-59416-9_31

Fang Y; Yang Y; Zhang W; Lin X; Cao X, 2020, 'Effective and efficient community search over large heterogeneous information networks', in Proceedings of the VLDB Endowment, pp. 854 - 867, http://dx.doi.org/10.14778/3380750.3380756

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