By Professor Wenjie Zhang

Journal articles

Zhou M; Wang J; Zhang X; Campbell D; Wang K; Yuan L; Zhang W; Lin X, 2026, 'ProbDiffFlow: an efficient learning-free framework for probabilistic single-image optical flow estimation', Frontiers of Computer Science, 20, http://dx.doi.org/10.1007/s11704-025-50259-6

Gou X; Zou L; Yu JX; Zhang W, 2026, 'An Extensive Experimental Study of Indexes in Continuous Subgraph Matching: [Experiments & Analysis]', Proceedings of the ACM on Management of Data, 4, pp. 1 - 26, http://dx.doi.org/10.1145/3786623

He Y; Zhang W; Wang K; Lin X; Zhang Y; Ni W, 2026, 'Efficient and Effective Biclique Counting with Local Differential Privacy', Proceedings of the ACM on Management of Data, 4, pp. 1 - 24, http://dx.doi.org/10.1145/3786642

Khan A; Luo Y; Zhang W; Zhou M; Zhou X, 2026, 'Retrieval-augmented Generation (RAG): What is There for Data Management Researchers? A discussion on research from a panel at LLM+Vector Data Workshop @ IEEE ICDE 2025', SIGMOD Record, 54, pp. 33 - 42, http://dx.doi.org/10.1145/3793217.3793229

Li C; Ni W; Ding M; Qu Y; Chen J; Zhang W; Rakotoarivelo T, 2026, 'C2P-M: Critical Connection Protection in Multiplex Graphs', IEEE Transactions on Knowledge and Data Engineering, 38, pp. 1512 - 1526, http://dx.doi.org/10.1109/TKDE.2026.3655741

Meng L; Yuan L; Lin X; Li C; Wang K; Zhang W, 2026, 'Counting Butterflies over Streaming Bipartite Graphs with Duplicate Edges', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2026.3682749

Sun R; Chen C; Wang X; Zhang W; Zhang Y; Lin X, 2026, 'Efficient Maximal Balanced CliPlex Enumeration in Signed Graphs', IEEE Transactions on Knowledge and Data Engineering, 38, pp. 261 - 275, http://dx.doi.org/10.1109/TKDE.2025.3623162

Li F; Wang X; Cheng D; Zhang Y; Zhang W; Lin X, 2026, 'Fairness-aware Hypergraph Self-Supervised Learning with Sampling-efficient Signals', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2026.3676748

Yang Y; Gong J; Sun H; Choo A; Mar JC; Wei Y; Zhang Y; Zhang W; Shu M; Tuong ZK; Yu D, 2026, 'Feature-preserving manifold approximation and projection to analyze single-cell data', Nature Computational Science, http://dx.doi.org/10.1038/s43588-026-00970-6

Xu L; Wen D; Qin L; Zhang W; Wang X; Lin X, 2026, 'On Querying Historical Connectivity in Large-scale Temporal Graphs', VLDB Journal, 35, http://dx.doi.org/10.1007/s00778-025-00951-7

Li F; Wang X; Cheng D; Zhang W; Chen C; Zhang Y; Lin X, 2026, 'TCGU: Data-Centric Graph Unlearning Based on Transferable Condensation', IEEE Transactions on Knowledge and Data Engineering, 38, pp. 1334 - 1348, http://dx.doi.org/10.1109/TKDE.2025.3638465

Wu Y; Sun R; Wang X; Zhang Y; Qin L; Zhang W; Lin X, 2025, 'Efficient k-Plex Mining in Temporal Graphs', IEEE Transactions on Knowledge and Data Engineering, 37, pp. 7105 - 7119, http://dx.doi.org/10.1109/TKDE.2025.3620605

Cao L; Gou X; Zou L; Zhang W, 2025, 'MAVIS: Materialized View for Subgraph Matching', Proceedings of the ACM on Management of Data, 3, pp. 1 - 26, http://dx.doi.org/10.1145/3769806

Wang J; Wu Y; Wang X; Zhang Y; Zhang W; Qin L, 2025, 'Time-Critical Influence Minimization via Node Blocking', Proceedings of the ACM on Management of Data, 3, pp. 1 - 27, http://dx.doi.org/10.1145/3769834

Meng L; Yuan L; Lin X; Zhang W; Zhang Y, 2025, 'Triangle Counting in Hypergraph Streams: A Complete and Practical Approach', Proceedings of the ACM on Management of Data, 3, pp. 1 - 28, http://dx.doi.org/10.1145/3769837

Adamo T; Baldacci R; Ghiani G; Guerriero E, 2025, 'Code and Data Repository for Solving the Multiagent Pathfinding Problem with Time-Expanded Networks', INFORMS Journal on Computing, http://dx.doi.org/10.1287/ijoc.2024.0591.cd

Xie J; Zhang F; Wang K; Liu J; Lin X; Zhang W, 2025, 'Influence Minimization via Blocking Strategies', Informs Journal on Computing, 37, pp. 1587 - 1604, http://dx.doi.org/10.1287/ijoc.2024.0591

Sun R; Chen C; Wang X; Wu Y; Zhang W; Zhang Y; Lin X, 2025, 'Efficient maximum signed biclique and biplex identification in signed bipartite graphs', VLDB Journal, 34, http://dx.doi.org/10.1007/s00778-025-00939-3

Li H; Ma D; Wang L; Zhang W; Mo W, 2025, 'Ultra-short sequence-augmented power system transient stability assessment using transformer-based deep learning', Sustainable Energy Technologies and Assessments, 81, http://dx.doi.org/10.1016/j.seta.2025.104432

Yu J; Wang H; Chen C; Wang X; Qin L; Zhang W; Zhang Y; Liu X, 2025, 'RIDA: a robust attack framework on incomplete graphs', World Wide Web, 28, http://dx.doi.org/10.1007/s11280-025-01354-y

Ye X; Gou X; Zou L; Zhang W, 2025, 'AJOSC: Adaptive Join Order Selection for Continuous Queries', Proceedings of the ACM on Management of Data, 3, pp. 1 - 27, http://dx.doi.org/10.1145/3725263

Meng L; Shao Y; Yuan L; Lai L; Cheng P; Li X; Yu W; Zhang W; Lin X; Zhou J, 2025, 'Revisiting Graph Analytics Benchmark', Proceedings of the ACM on Management of Data, 3, pp. 1 - 28, http://dx.doi.org/10.1145/3725345

He Y; Wang K; Zhang W; Lin X; Zhang Y; Ni W, 2025, 'Robust Privacy-Preserving Triangle Counting under Edge Local Differential Privacy', Proceedings of the ACM on Management of Data, 3, pp. 1 - 26, http://dx.doi.org/10.1145/3725348

Chen Z; Liang K; Yuan L; Zhang W; Yang Z, 2025, 'Recent Advances in Efficient Dynamic Graph Processing', Applied Sciences Switzerland, 15, http://dx.doi.org/10.3390/app15116003

Li C; Xu Y; Xie M; Zhang P; Zhang B; Xiao B; Zhang S; Liu Z; Zhang W; Hao X, 2025, 'Assessing solar-to-PV power conversion models: Physical, ML, and hybrid approaches across diverse scales', Energy, 323, http://dx.doi.org/10.1016/j.energy.2025.135744

Luo Q; Zhang W; Yang Z; Yu D; Lin X; Wang L, 2025, 'Efficient indexing and searching of constrained core in hypergraphs', VLDB Journal, 34, http://dx.doi.org/10.1007/s00778-025-00915-x

Su G; Wang H; Zhang Y; Wilkins MR; Canete PF; Yu D; Yang Y; Zhang W, 2025, 'Inferring gene regulatory networks by hypergraph generative model', Cell Reports Methods, 5, http://dx.doi.org/10.1016/j.crmeth.2025.101026

Yu Y; Wen D; Yu M; Qin L; Zhang Y; Zhang W; Lin X, 2025, 'Querying historical K-cores in large temporal graphs', VLDB Journal, 34, http://dx.doi.org/10.1007/s00778-025-00903-1

Zhang W; Yang Z; Wen D; Li W; Zhang W; Lin X, 2025, 'Accelerating Core Decomposition in Billion-Scale Hypergraphs', Proceedings of the ACM on Management of Data, 3, pp. 1 - 27, http://dx.doi.org/10.1145/3709656

Sima Q; Yu J; Wang X; Zhang W; Zhang Y; Lin X, 2025, 'Deep Overlapping Community Search via Subspace Embedding', Proceedings of the ACM on Management of Data, 3, pp. 1 - 26, http://dx.doi.org/10.1145/3709678

Zhou X; Li Q; Bonifati A; Jacobsen HA; Zhang W, 2025, 'A Message from the Chairs', Proceedings International Conference on Data Engineering, pp. lviii - lx, http://dx.doi.org/10.1109/ICDE65448.2025.00005

Sheng Y; Cao X; Zhao K; Fang Y; Qi J; Zhang W; Jensen CS, 2025, 'ACE: A Cardinality Estimator for Set-Valued Queries', Proceedings of the VLDB Endowment, 18, pp. 2112 - 2125, http://dx.doi.org/10.14778/3734839.3734848

Li Y; Sun R; Chen C; Wang X; Zhang Y; Zhang W, 2025, 'Discovering Cliques in Attribute Graphs Based on Proportional Fairness', IEEE Transactions on Knowledge and Data Engineering, 37, pp. 4003 - 4009, http://dx.doi.org/10.1109/TKDE.2025.3559994

Li S; Wang K; Zhang W; Lin X; He Y, 2025, 'Efficient Bitruss Decomposition on GPU', IEEE Transactions on Knowledge and Data Engineering, 37, pp. 4578 - 4590, http://dx.doi.org/10.1109/TKDE.2025.3569804

Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2025, 'Preface', Communications in Computer and Information Science, 2246, pp. v - vi

Xu Y; Zhang W; Xu X; Li B; Zhang Y, 2025, 'Scalable and Effective Temporal Graph Representation Learning With Hyperbolic Geometry', IEEE Transactions on Neural Networks and Learning Systems, 36, pp. 6080 - 6094, http://dx.doi.org/10.1109/TNNLS.2024.3394161

Yu J; Wang H; Wang X; Li Z; Qin L; Zhang W; Liao J; Zhang Y; Yang B, 2025, 'Temporal Insights for Group-Based Fraud Detection on e-Commerce Platforms', IEEE Transactions on Knowledge and Data Engineering, 37, pp. 951 - 965, http://dx.doi.org/10.1109/TKDE.2024.3485127

Xu Y; Zhang W; Lin X; Zhang Y, 2025, 'UniDyG: A Unified and Effective Representation Learning Approach for Large Dynamic Graphs', IEEE Transactions on Knowledge and Data Engineering, 37, pp. 4373 - 4388, http://dx.doi.org/10.1109/TKDE.2025.3566064

He Y; Wang K; Zhang W; Lin X; Zhang Y, 2024, 'Common Neighborhood Estimation over Bipartite Graphs under Local Differential Privacy', Proceedings of the ACM on Management of Data, 2, pp. 1 - 26, http://dx.doi.org/10.1145/3698803

Zhang W; Yang Z, 2024, 'Methods and Applications of Data Management and Analytics', Applied Sciences Switzerland, 14, http://dx.doi.org/10.3390/app142411637

He Y; Wang K; Zhang W; Lin X; Zhang Y, 2024, 'Discovering critical vertices for reinforcement of large-scale bipartite networks', VLDB Journal, 33, pp. 1861 - 1886, http://dx.doi.org/10.1007/s00778-024-00871-y

Meng L; Shao Y; Yuan L; Lai L; Cheng P; Li X; Yu W; Zhang W; Lin X; Zhou J, 2024, 'A Survey of Distributed Graph Algorithms on Massive Graphs', ACM Computing Surveys, 57, http://dx.doi.org/10.1145/3694966

Hu Y; Li B; Xu C; Saydam S; Zhang W, 2024, 'FeatSync: 3D point cloud multiview registration with attention feature-based refinement', Neurocomputing, 600, http://dx.doi.org/10.1016/j.neucom.2024.128088

Wang K; Cai M; Chen X; Lin X; Zhang W; Qin L; Zhang Y, 2024, 'Efficient algorithms for reachability and path queries on temporal bipartite graphs', VLDB Journal, 33, pp. 1399 - 1426, http://dx.doi.org/10.1007/s00778-024-00854-z

Jiang Z; Zhang Y; Xia T; Shi Y; Zhang W; Ren X; Wang M; Liang L; Li X; Zhu K, 2024, 'Influence of heating rate and storage condition on thermal desorption of deuterium in tungsten', Journal of Nuclear Materials, 597, http://dx.doi.org/10.1016/j.jnucmat.2024.155128

Zhu J; Zhang W; Lu L; Lu Y; Wang D, 2024, 'Hot spot mining and trend analysis of Economic Responsibility Audit based on knowledge graph', Mathematics and Computers in Simulation, 222, pp. 38 - 49, http://dx.doi.org/10.1016/j.matcom.2023.08.029

Su G; Wang H; Zhang Y; Zhang W; Lin X, 2024, 'Simple and deep graph attention networks', Knowledge Based Systems, 293, http://dx.doi.org/10.1016/j.knosys.2024.111649

Chu D; Zhang F; Zhang W; Zhang Y; Lin X, 2024, 'Graph Summarization: Compactness Meets Efficiency', Annals of the Entomological Society of America, 2, http://dx.doi.org/10.1145/3654943

Wang J; Zhang Y; Wang K; Lin X; Zhang W, 2024, 'Missing Data Imputation with Uncertainty-Driven Network', Annals of the Entomological Society of America, 2, http://dx.doi.org/10.1145/3654920

Song J; Wen D; Xu L; Qin L; Zhang W; Lin X, 2024, 'On Querying Historical Connectivity in Temporal Graphs', Annals of the Entomological Society of America, 2, http://dx.doi.org/10.1145/3654960

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