By Scientia Professor Xuemin Lin

Journal articles

Meng L; Shao Y; Yuan L; Lai L; Cheng P; Li X; Yu W; Zhang W; Lin X; Zhou J, 2025, 'A Survey of Distributed Graph Algorithms on Massive Graphs', ACM Computing Surveys, 57, pp. 1 - 39, http://dx.doi.org/10.1145/3694966

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

Mao Y; Hao Y; Liu W; Lin X; Cao X, 2024, 'Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 12117 - 12129, http://dx.doi.org/10.1109/TNNLS.2023.3252084

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

Mao Y; Hao Y; Cao X; Fang Y; Lin X; Mao H; Xu Z, 2024, 'Dynamic Graph Embedding via Meta-Learning', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 2967 - 2979, http://dx.doi.org/10.1109/TKDE.2023.3329238

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', Proceedings of the ACM on Management of Data, 2, pp. 1 - 26, 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', Proceedings of the ACM on Management of Data, 2, pp. 1 - 25, 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', Proceedings of the ACM on Management of Data, 2, pp. 1 - 25, http://dx.doi.org/10.1145/3654960

Zhang Z; Lu Y; Zheng W; Lin X, 2024, 'A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction', Proceedings of the ACM on Management of Data, 2, pp. 1 - 29, http://dx.doi.org/10.1145/3639315

Chen H; Wang H; Chen H; Zhang Y; Zhang W; Lin X, 2024, 'Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 1016 - 1029, http://dx.doi.org/10.1109/TKDE.2023.3298490

Sun R; Wu Y; Wang X; Chen C; Zhang W; Lin X, 2024, 'Efficient Balanced Signed Biclique Search in Signed Bipartite Graphs', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 1069 - 1083, http://dx.doi.org/10.1109/TKDE.2023.3296721

Luo Q; Xie Z; Liu Y; Yu D; Cheng X; Lin X; Jia X, 2024, 'Sampling hypergraphs via joint unbiased random walk', World Wide Web, 27, http://dx.doi.org/10.1007/s11280-024-01253-8

Zhang S; Yang J; Zhang W; Yang S; Zhang Y; Lin X, 2024, 'BigSet: An Efficient Set Intersection Approach', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3432595

Yang P; Wang H; Yang J; Qian Z; Zhang Y; Lin X, 2024, 'Deep Learning Approaches for Similarity Computation: A Survey', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3422484

Chen H; Xu C; Zheng L; Zhang Q; Lin X, 2024, 'Diffusion-Based Graph Generative Methods', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3466301

Chu D; Zhang F; Zhang W; Lin X; Zhang Y; Xia Y; Zhang C, 2024, 'Discovering and Maintaining the Best k in Core Decomposition', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 5954 - 5971, http://dx.doi.org/10.1109/TKDE.2024.3389989

Zeng A; Wang L; Zhang W; Lin X, 2024, 'Efficient and Effective Augmentation Framework With Latent Mixup and Label-Guided Contrastive Learning for Graph Classification', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3471659

Wang X; Wang Y; Lin X; Xu Yu J; Gao H; Cheng X; Yu D, 2024, 'Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks', Proceedings of the VLDB Endowment, 17, pp. 3360 - 3372, http://dx.doi.org/10.14778/3681954.3682006

Wang J; Yang J; Gu Z; Ouyang D; Tian Z; Lin X, 2024, 'Efficient Maximal Biclique Enumeration on Large Signed Bipartite Graphs', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 4618 - 4631, http://dx.doi.org/10.1109/TKDE.2024.3373654

Sun Q; Wang K; Zhang W; Cheng P; Lin X, 2024, 'Interdependence-Adaptive Mutual Information Maximization for Graph Contrastive Learning', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3423409

Xie W; Chen Z; Zhang CJ; Zheng L; Cheng P; Yin J; Lin X, 2024, 'Longer Pick-Up for Less Pay: Towards Discount-Based Mobility Services', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 3992 - 4006, http://dx.doi.org/10.1109/TKDE.2024.3362893

Ouyang D; Wang Z; Zhang F; Yang S; Yang J; Lin X, 2024, 'Multi-Source Shortest Path Query With Assembly Points on Large Graphs', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3424947

Wang H; Yu J; Wang X; Chen C; Zhang W; Lin X, 2024, 'Neural Similarity Search on Supergraph Containment', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 281 - 295, http://dx.doi.org/10.1109/TKDE.2023.3279920

Chen Z; Ji X; Yuan L; Lin X; Zhang W; Huang S, 2024, 'Parallel Contraction Hierarchies Construction on Road Networks', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2024.3437243

Zhang F; Guo H; Ouyang D; Yang S; Lin X; Tian Z, 2024, 'Size-Constrained Community Search on Large Networks: An Effective and Efficient Solution', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 356 - 371, http://dx.doi.org/10.1109/TKDE.2023.3280483

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

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

Ouyang D; Wen D; Qin L; Chang L; Lin X; Zhang Y, 2023, 'When hierarchy meets 2-hop-labeling: efficient shortest distance and path queries on road networks', VLDB Journal, 32, pp. 1263 - 1287, http://dx.doi.org/10.1007/s00778-023-00789-x

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

Luo Q; Yu D; Cai Z; Zheng Y; Cheng X; Lin X, 2023, 'Core maintenance for hypergraph streams', World Wide Web, 26, pp. 3709 - 3733, http://dx.doi.org/10.1007/s11280-023-01196-6

Chen Z; Feng B; Yuan L; Lin X; Wang L, 2023, 'Fully Dynamic Contraction Hierarchies with Label Restrictions on Road Networks', Data Science and Engineering, 8, pp. 263 - 278, http://dx.doi.org/10.1007/s41019-023-00227-6

Wang J; Yang J; Zhang C; Lin X, 2023, 'Efficient Maximum Edge-Weighted Biclique Search on Large Bipartite Graphs', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 7921 - 7934, http://dx.doi.org/10.1109/TKDE.2022.3220901

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

Mao Y; Wang Z; Liu W; Lin X; Hu W, 2023, 'Task Variance Regularized Multi-Task Learning', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 8615 - 8629, http://dx.doi.org/10.1109/TKDE.2022.3207049

Qiu YX; Wen D; Li RH; Qin L; Yu M; Lin X, 2023, 'Computing Significant Cliques in Large Labeled Networks', IEEE Transactions on Big Data, 9, pp. 904 - 917, http://dx.doi.org/10.1109/TBDATA.2022.3223644

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

Cai Y; Liu S; Zheng W; Lin X, 2023, 'Towards Generating Hop-constrained s-t Simple Path Graphs', Proceedings of the ACM on Management of Data, 1, pp. 1 - 26, http://dx.doi.org/10.1145/3588915

Luo Q; Yu D; Cai Z; Lin X; Wang G; Cheng X, 2023, 'Toward maintenance of hypercores in large-scale dynamic hypergraphs', VLDB Journal, 32, pp. 647 - 664, http://dx.doi.org/10.1007/s00778-022-00763-z

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

Huang R; Wang J; Song S; Lin X; Zhu X; Pei J, 2023, 'Efficiently Cleaning Structured Event Logs: A Graph Repair Approach', ACM Transactions on Database Systems, 48, http://dx.doi.org/10.1145/3571281

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

Kim H; Choi Y; Park K; Lin X; Hong SH; Han WS, 2023, 'Fast subgraph query processing and subgraph matching via static and dynamic equivalences', VLDB Journal, 32, pp. 343 - 368, http://dx.doi.org/10.1007/s00778-022-00749-x

Lyu B; Qin L; Lin X; Zhang Y; Qian Z; Zhou J, 2022, 'Maximum and top-k diversified biclique search at scale', VLDB Journal, 31, pp. 1365 - 1389, http://dx.doi.org/10.1007/s00778-021-00681-6

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

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

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