Select Publications
Conference Papers
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
,2023, 'Finer-Grained Engagement in Hypergraphs', in Proceedings - International Conference on Data Engineering, IEEE, pp. 423 - 435, presented at 2023 IEEE 39th International Conference on Data Engineering (ICDE), 03 April 2023 - 07 April 2023, http://dx.doi.org/10.1109/ICDE55515.2023.00039
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,2022, 'General graph generators: experiments, analyses, and improvements', in VLDB Journal, pp. 897 - 925, http://dx.doi.org/10.1007/s00778-021-00701-5
,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
,2022, 'Anchored coreness: efficient reinforcement of social networks', in VLDB Journal, pp. 227 - 252, http://dx.doi.org/10.1007/s00778-021-00673-6
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
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