By Scientia Professor Xuemin Lin

Conference Papers

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

Meng L; Yuan L; Chen Z; Lin X; Yang S, 2022, 'Index-based Structural Clustering on Directed Graphs', in Proceedings - International Conference on Data Engineering, pp. 2831 - 2844, http://dx.doi.org/10.1109/ICDE53745.2022.00257

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

Mao Y; Wang Z; Liu W; Lin X; Xie P, 2022, 'MetaWeighting: Learning to Weight Tasks in Multi-Task Learning', in Proceedings of the Annual Meeting of the Association for Computational Linguistics, pp. 3436 - 3448

Zhang J; Li W; Qin L; Zhang Y; Wen D; Cui L; Lin X, 2022, 'Reachability Labeling for Distributed Graphs', in Proceedings - International Conference on Data Engineering, pp. 686 - 698, http://dx.doi.org/10.1109/ICDE53745.2022.00056

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

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

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

Li M; Wang J; Zheng L; Wu H; Cheng P; Chen L; Lin X, 2021, 'Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server', in International Conference on Information and Knowledge Management, Proceedings, pp. 947 - 956, http://dx.doi.org/10.1145/3459637.3482288

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

Chen X; Lai L; Qin L; Lin X; Liu B, 2021, 'A framework to quantify approximate simulation on graph data', in Proceedings - International Conference on Data Engineering, pp. 1308 - 1319, http://dx.doi.org/10.1109/ICDE51399.2021.00117

Ni W; Chen N; Cheng P; Chen L; Lin X, 2021, 'Crowdrebate: An effective platform to get more rebate for customers', in Proceedings - International Conference on Data Engineering, pp. 2261 - 2266, http://dx.doi.org/10.1109/ICDE51399.2021.00234

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

Luo Q; Yu D; Cai Z; Lin X; Cheng X, 2021, 'Hypercore maintenance in dynamic hypergraphs', in Proceedings - International Conference on Data Engineering, pp. 2051 - 2056, http://dx.doi.org/10.1109/ICDE51399.2021.00199

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

Cheng P; Jin J; Chen L; Lin X; Zheng L, 2021, 'A queueing-theoretic framework for vehicle dispatching in dynamic car-hailing', in Proceedings of the VLDB Endowment, pp. 2177 - 2189, http://dx.doi.org/10.14778/3476249.3476271

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 C; Liu X; Xu S; Zhang M; Wang X; Lin X, 2021, 'Critical Nodes Identification in Large Networks: An Inclination-Based Model', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 453 - 468, http://dx.doi.org/10.1007/978-3-030-90888-1_35

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

Li Y; Yang S; Cheema MA; Shao Z; Lin X, 2021, 'IndoorViz: A Demonstration System for Indoor Spatial Data Management', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2755 - 2759, http://dx.doi.org/10.1145/3448016.3452761

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

Kim H; Choi Y; Park K; Lin X; Hong SH; Han WS, 2021, 'Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 925 - 937, http://dx.doi.org/10.1145/3448016.3457265

Ni W; Cheng P; Chen L; Lin X, 2021, 'When the Recursive Diversity Anonymity Meets the Ring Signature', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1359 - 1371, http://dx.doi.org/10.1145/3448016.3452825

Mao Y; Lin X, 2021, 'BanditMTL: Bandit-based multi-task learning for text classification', Hybrid, pp. 5506 - 5516, presented at 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing,, Hybrid, https://aclanthology.org/2021.acl-long.428.pdf

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

Ouyang D; Wen D; Qin L; Chang L; Zhang Y; Lin X, 2020, 'Progressive Top-K Nearest Neighbors Search in Large Road Networks', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1781 - 1795, http://dx.doi.org/10.1145/3318464.3389746

Li W; Qiao M; Qin L; Zhang Y; Chang L; Lin X, 2020, 'Scaling Up Distance Labeling on Graphs with Core-Periphery Properties', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1367 - 1381, http://dx.doi.org/10.1145/3318464.3389748

Chen Z; Yuan L; Lin X; Qin L; Yang J, 2020, 'Efficient Maximal Balanced Clique Enumeration in Signed Networks', in The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020, pp. 339 - 349, http://dx.doi.org/10.1145/3366423.3380119

Zeng W; Zhao X; Tang J; Lin X, 2020, 'Collective entity alignment via adaptive features', in Proceedings - International Conference on Data Engineering, pp. 1870 - 1873, http://dx.doi.org/10.1109/ICDE48307.2020.00191

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

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

Li M; Zhang Y; Sun Y; Wang W; Tsang IW; Lin X, 2020, 'I/O efficient approximate nearest neighbour search based on learned functions', in Proceedings - International Conference on Data Engineering, pp. 289 - 300, http://dx.doi.org/10.1109/ICDE48307.2020.00032

Li B; Cheng R; Hu J; Fang Y; Ou M; Luo R; Chang KCC; Lin X, 2020, 'MC-Explorer: Analyzing and visualizing motif-cliques on large networks', in Proceedings - International Conference on Data Engineering, pp. 1722 - 1725, http://dx.doi.org/10.1109/ICDE48307.2020.00154

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

Chen X; Lai L; Qin L; Lin X, 2020, 'StructSim: Querying structural node similarity at billion scale', in Proceedings - International Conference on Data Engineering, pp. 1950 - 1953, http://dx.doi.org/10.1109/ICDE48307.2020.00211

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