By Scientia Professor Xuemin Lin

Conference Papers

Luo Q; Zhang W; Yang Z; Wen D; Wang X; Yu D; Lin X, 2024, 'Hierarchical Structure Construction on Hypergraphs', in Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, ACM, pp. 1597 - 1606, presented at CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management, http://dx.doi.org/10.1145/3627673.3679765

Huang Y; Zhang Y; Wang L; Zhang F; Lin X, 2024, 'EntropyStop: Unsupervised Deep Outlier Detection with Loss Entropy', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1143 - 1154, http://dx.doi.org/10.1145/3637528.3671943

Ni W; Yiwei Z; Sun W; Chen L; Cheng P; Zhang CJ; Lin X, 2024, 'Money Never Sleeps: Maximizing Liquidity Mining Yields in Decentralized Finance', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2248 - 2259, http://dx.doi.org/10.1145/3637528.3671942

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

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 K; Yang S; Jin J; Cheng P; Yang J; Lin X, 2024, 'Efficient Learning-based Top-k Representative Similar Subtrajectory Query', in Proceedings - International Conference on Data Engineering, pp. 4396 - 4408, http://dx.doi.org/10.1109/ICDE60146.2024.00335

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

Ma Z; Yang J; Zhou X; Xiao G; Wang J; Yang L; Li K; Lin X, 2024, 'Efficient Multi-Query Oriented Continuous Subgraph Matching', in Proceedings - International Conference on Data Engineering, pp. 3230 - 3243, http://dx.doi.org/10.1109/ICDE60146.2024.00250

Liang Q; Ouyang D; Zhang F; Yang J; Lin X; Tian Z, 2024, 'Eficient Regular Simple Path Qeries under Transitive Restricted Expressions', in Proceedings of the VLDB Endowment, pp. 1710 - 1722, http://dx.doi.org/10.14778/3654621.3654636

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

Xie J; Chen Z; Chu D; Zhang F; Lin X; Tian Z, 2024, 'Influence Maximization via Vertex Countering', in Proceedings of the VLDB Endowment, pp. 1297 - 1309, http://dx.doi.org/10.14778/3648160.3648171

Chen J; Wang K; Li RH; Qin H; Lin X; Wang G, 2024, 'Maximal Biclique Enumeration: A Prefix Tree Based Approach', in Proceedings - International Conference on Data Engineering, pp. 2544 - 2556, http://dx.doi.org/10.1109/ICDE60146.2024.00200

Zeng Y; Qin H; Li RH; Wang K; Wang G; Lin X, 2024, 'Mining Quasi-Periodic Communities in Temporal Network', in Proceedings - International Conference on Data Engineering, pp. 2476 - 2488, http://dx.doi.org/10.1109/ICDE60146.2024.00195

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

Zhu X; Zheng L; Zhang CJ; Cheng P; Meng R; Chen L; Lin X; Yin J, 2024, 'Privacy-Preserving Traffic Flow Release with Consistency Constraints', in Proceedings - International Conference on Data Engineering, pp. 1699 - 1711, http://dx.doi.org/10.1109/ICDE60146.2024.00138

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

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

Zhong X; Jin J; Cheng P; Ni W; Zheng L; Chen L; Lin X, 2024, 'Wait to be Faster: A Smart Pooling Framework for Dynamic Ridesharing', in Proceedings - International Conference on Data Engineering, pp. 355 - 367, http://dx.doi.org/10.1109/ICDE60146.2024.00034

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

Wu Y; Xu Y; Lin X; Zhang W, 2023, 'A Holistic Approach for Answering Logical Queries on Knowledge Graphs', in Proceedings - International Conference on Data Engineering, pp. 2345 - 2357, http://dx.doi.org/10.1109/ICDE55515.2023.00181

Feng B; Chen Z; Yuan L; Lin X; Wang L, 2023, 'Contraction Hierarchies with Label Restrictions Maintenance in Dynamic Road Networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 269 - 285, http://dx.doi.org/10.1007/978-3-031-30675-4_18

Du L; Cheng P; Zheng L; Xi W; Lin X; Zhang W; Fang J, 2023, 'Dynamic Private Task Assignment under Differential Privacy', in Proceedings - International Conference on Data Engineering, pp. 2740 - 2752, http://dx.doi.org/10.1109/ICDE55515.2023.00210

Sun R; Chen C; Wang X; Zhang W; Zhang Y; Lin X, 2023, 'Efficient Maximum Signed Biclique Identification', in Proceedings - International Conference on Data Engineering, pp. 1313 - 1325, http://dx.doi.org/10.1109/ICDE55515.2023.00105

Jin J; Cheng P; Chen L; Lin X; Zhang W, 2023, 'Efficient Non-Learning Similar Subtrajectory Search', in Proceedings of the VLDB Endowment, pp. 3111 - 3123, http://dx.doi.org/10.14778/3611479.3611512

Peng Y; Ma Z; Zhang W; Lin X; Zhang Y; Chen X, 2023, 'Efficiently Answering Quality Constrained Shortest Distance Queries in Large Graphs', in Proceedings - International Conference on Data Engineering, pp. 856 - 868, http://dx.doi.org/10.1109/ICDE55515.2023.00071

Luo Q; Yu D; Liu Y; Zheng Y; Cheng X; Lin X, 2023, 'Finer-Grained Engagement in Hypergraphs', in Proceedings - International Conference on Data Engineering, pp. 423 - 435, http://dx.doi.org/10.1109/ICDE55515.2023.00039

Li X; Meng K; Qin L; Lai L; Yu W; Qian Z; Lin X; Zhou J, 2023, 'Flash: A Framework for Programming Distributed Graph Processing Algorithms', in Proceedings - International Conference on Data Engineering, pp. 232 - 244, http://dx.doi.org/10.1109/ICDE55515.2023.00025

Yang Z; Zhang W; Lin X; Zhang Y; Li S, 2023, 'HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs', in Proceedings - International Conference on Data Engineering, pp. 2063 - 2076, http://dx.doi.org/10.1109/ICDE55515.2023.00160

Zhang J; Yang S; Ouyang D; Zhang F; Lin X; Yuan L, 2023, 'Hop-Constrained s-t Simple Path Enumeration on Large Dynamic Graphs', in Proceedings - International Conference on Data Engineering, pp. 762 - 775, http://dx.doi.org/10.1109/ICDE55515.2023.00064

Chen Z; Zhao Y; Yuan L; Lin X; Wang K, 2023, 'Index-Based Biclique Percolation Communities Search on Bipartite Graphs', in Proceedings - International Conference on Data Engineering, pp. 2699 - 2712, http://dx.doi.org/10.1109/ICDE55515.2023.00207

Xie J; Zhang F; Wang K; Lin X; Zhang W, 2023, 'Minimizing the Influence of Misinformation via Vertex Blocking', in Proceedings - International Conference on Data Engineering, pp. 789 - 801, http://dx.doi.org/10.1109/ICDE55515.2023.00066

Peng Y; Lin X; Yu M; Zhang W; Qin L, 2023, 'TDB: Breaking All Hop-Constrained Cycles in Billion-Scale Directed Graphs', in Proceedings - International Conference on Data Engineering, pp. 137 - 150, http://dx.doi.org/10.1109/ICDE55515.2023.00018

Wang Y; Yuan L; Chen Z; Zhang W; Lin X; Liu Q, 2023, 'Towards Efficient Shortest Path Counting on Billion-Scale Graphs', in Proceedings - International Conference on Data Engineering, pp. 2579 - 2592, http://dx.doi.org/10.1109/ICDE55515.2023.00198

Sun Q; Lin X; Zhang Y; Zhang W; Chen C, 2023, 'Towards Higher-order Topological Consistency for Unsupervised Network Alignment', in Proceedings - International Conference on Data Engineering, pp. 177 - 190, http://dx.doi.org/10.1109/ICDE55515.2023.00021

Huang Y; Wang L; Zhang F; Lin X, 2023, 'Unsupervised Graph Outlier Detection: Problem Revisit, New Insight, and Superior Method', in Proceedings - International Conference on Data Engineering, pp. 2565 - 2578, http://dx.doi.org/10.1109/ICDE55515.2023.00197

Ni W; Chen P; Chen L; Cheng P; Zhang CJ; Lin X, 2023, 'Utility-aware Payment Channel Network Rebalance', in Proceedings of the VLDB Endowment, pp. 184 - 196, http://dx.doi.org/10.14778/3626292.3626301

Guo Q; Zhao X; Fang Y; Yang S; Lin X; Ouyang D, 2022, 'Learning Hypersphere for Few-shot Anomaly Detection on Attributed Networks', in International Conference on Information and Knowledge Management, Proceedings, pp. 635 - 645, http://dx.doi.org/10.1145/3511808.3557377

Xiang S; Wen D; Cheng D; Zhang Y; Qin L; Qian Z; Lin X, 2022, 'General graph generators: experiments, analyses, and improvements', in VLDB Journal, pp. 897 - 925, http://dx.doi.org/10.1007/s00778-021-00701-5

Li W; Qiao M; Qin L; Chang L; Zhang Y; Lin X, 2022, 'On Scalable Computation of Graph Eccentricities', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 904 - 916, http://dx.doi.org/10.1145/3514221.3517874

Linghu Q; Zhang F; Lin X; Zhang W; Zhang Y, 2022, 'Anchored coreness: efficient reinforcement of social networks', in VLDB Journal, pp. 227 - 252, http://dx.doi.org/10.1007/s00778-021-00673-6

Wang K; Lin X; Qin L; Zhang W; Zhang Y, 2022, 'Towards efficient solutions of bitruss decomposition for large-scale bipartite graphs', in VLDB Journal, pp. 203 - 226, http://dx.doi.org/10.1007/s00778-021-00658-5

Chen X; Cao X; Zeng Y; Fang Y; Wang S; Lin X; Feng L, 2022, 'Constrained Path Search with Submodular Function Maximization', in Proceedings - International Conference on Data Engineering, pp. 325 - 337, http://dx.doi.org/10.1109/ICDE53745.2022.00029

Zheng L; Cheng P; Chen L; Yu J; Lin X; Yin J, 2022, 'Crowdsourced Fact Validation for Knowledge Bases', in Proceedings - International Conference on Data Engineering, pp. 938 - 950, http://dx.doi.org/10.1109/ICDE53745.2022.00075

Wang K; Zhang W; Lin X; Zhang Y; Li S, 2022, 'Discovering Hierarchy of Bipartite Graphs with Cohesive Subgraphs', in Proceedings - International Conference on Data Engineering, pp. 2291 - 2305, http://dx.doi.org/10.1109/ICDE53745.2022.00217

Zhao G; Wang K; Zhang W; Lin X; Zhang Y; He Y, 2022, 'Efficient Computation of Cohesive Subgraphs in Uncertain Bipartite Graphs', in Proceedings - International Conference on Data Engineering, pp. 2333 - 2345, http://dx.doi.org/10.1109/ICDE53745.2022.00220

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

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

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