PVLDB 2025
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Efficient Graph Embedding Generation and Update for Large-Scale Temporal Graph.
Yifan Song, Xiaolong Chen, Wenqing Lin, Jia Li, Chen Zhang, Yan Zhou, Lei Chen, Jing Tang.
Proceedings of the VLDB Endowment (PVLDB), to appear, 2025.
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PVLDB 2024
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Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint. [code]
Yiqian Huang, Shiqi Zhang, Laks V.S. Lakshmanan, Wenqing Lin, Xiaokui Xiao, Bo Tang.
Proceedings of the VLDB Endowment (PVLDB), 18(2): 117-129, 2024.
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WWW 2024
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Information Diffusion Meets Invitation Mechanism. [code]
Shiqi Zhang˚, Jiachen Sun°, Wenqing Lin, Xiaokui Xiao, Yiqian Huang, Bo Tang.
Proceedings of the ACM Web Conference (WWW), pages 383-392, 2024.
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SIGKDD 2024
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Beyond Binary Preference: Leveraging Bayesian Approaches for Joint Optimization of Ranking and Calibration. [code]
Chang Liu˚, Qiwei Wang°, Wenqing Lin, Yue Ding, Hongtao Lu.
Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 5442 - 5453, 2024.
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SIGKDD 2024
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DAG: Deep Adaptive and Generative K-Free Community Detection on Attributed Graphs.
Chang Liu˚, Yuwen Yang, Yue Ding, Hongtao Lu, Wenqing Lin, Ziming Wu°, Wendong Bi°.
Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 5454 - 5465, 2024.
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PVLDB 2024
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Minimum Strongly Connected Subgraph Collection in Dynamic Graphs. [code]
Xin Chen˚, Jieming Shi, You Peng, Wenqing Lin, Sibo Wang, Wenjie Zhang.
Proceedings of the VLDB Endowment (PVLDB), 17(6): 1324-1336, 2024.
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SIGKDD 2023
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Constrained Social Community Recommendation.
Xingyi Zhang˚, Shuliang Xu°, Wenqing Lin, Sibo Wang.
Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 5586-5596, 2023.
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SIGKDD 2023
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Capacity Constrained Influence Maximization in Social Networks. [code]
Shiqi Zhang˚, Yiqian Huang, Jiachen Sun°, Wenqing Lin, Xiaokui Xiao, Bo Tang.
Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 3376-3385, 2023.
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SIGMOD 2023
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Managing Conflicting Interests of Stakeholders in Influencer Marketing.
Shixun Huang˚, Junhao Gan, Zhifeng Bao, Wenqing Lin.
Proceedings of the ACM on Management of Data (PACMMOD), 1(1): 80:1-80:27, 2023.
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PVLDB 2022
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Influence Maximization in Real-World Closed Social Networks. [code]
Shixun Huang˚, Wenqing Lin, Zhifeng Bao, Jiachen Sun°.
Proceedings of the VLDB Endowment (PVLDB), 16(2): 180-192, 2022.
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CIKM 2022
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Measuring Friendship Closeness: A Perspective of Social Identity Theory.
Shiqi Zhang˚, Jiachen Sun°, Wenqing Lin, Xiaokui Xiao, Bo Tang.
Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), pages 3664-3673, 2022.
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SIGKDD 2021
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Large-Scale Network Embedding in Apache Spark.
Wenqing Lin.
Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 3271-3279, 2021.
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WSDM 2020
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Initialization for Network Embedding: A Graph Partition Approach.
Wenqing Lin, Feng He, Faqiang Zhang, Xu Cheng, Hongyun Cai.
Proceedings of ACM International Conference on Web Search and Data Mining (WSDM), pages 367-374, 2020.
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WWW 2019
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Distributed Algorithms for Fully Personalized PageRank on Large Graphs.
Wenqing Lin.
Proceedings of the World Wide Web Conference (WWW), pages 1084-1094, 2019.
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TKDE 2017
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Network Motif Discovery: A GPU Approach.
Wenqing Lin, Xiaokui Xiao, Xing Xie, Xiaoli Li.
IEEE Transactions on Knowledge and Data Engineering (TKDE), special issue on Best Papers of ICDE 2015, 29(3): 513-528, 2017.
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ICDE 2016
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Semantic Proximity Search on Graphs with Metagraph-based Learning.
Yuan Fang, Wenqing Lin, Vincent Wenchen Zheng, Min Wu, Kevin Chen-Chuan Chang, Xiaoli Li.
Proceedings of IEEE International Conference on Data Engineering (ICDE), pages 277-288, 2016.
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CIKM 2016
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A Distributed Graph Algorithm for Discovering Unique Behavioral Groups from Large-Scale Telco Data.
Qirong Ho, Wenqing Lin, Eran Shaham, Shonali Krishnaswamy, The Anh Dang, Jingxuan Wang, Isabel Choo Zhongyan, Amy She-Nash.
Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), pages 1353-1362, 2016.
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ICDE 2015
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Network Motif Discovery: A GPU Approach.
Wenqing Lin, Xiaokui Xiao, Xing Xie, Xiaoli Li.
Proceedings of IEEE International Conference on Data Engineering (ICDE), pages 831-842, 2015.
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SIGMOD 2015
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Efficient Route Planning on Public Transportation Networks: A Labelling Approach.
Sibo Wang, Wenqing Lin, Yi Yang, Xiaokui Xiao, Shuigeng Zhou.
Proceedings of ACM SIGMOD International Conference on Management of Data (SIGMOD), pages 967-982, 2015.
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ICDE 2014
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Large-Scale Frequent Subgraph Mining in MapReduce.
Wenqing Lin, Xiaokui Xiao, Gabriel Ghinita.
Proceedings of IEEE International Conference on Data Engineering (ICDE), pages 844-855, 2014.
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SIGMOD 2014
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Reachability Queries on Large Dynamic Graphs: A Total Order Approach.
Andy Diwen Zhu, Wenqing Lin, Sibo Wang, Xiaokui Xiao.
Proceedings of ACM SIGMOD International Conference on Management of Data (SIGMOD), pages 1323-1334, 2014.
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ICDE 2013
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LSII: An Indexing Structure for Exact Real-Time Search on Microblogs.
Lingkun Wu, Wenqing Lin, Xiaokui Xiao, Yabo Xu.
Proceedings of IEEE International Conference on Data Engineering (ICDE), pages 482-493, 2013.
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SIGMOD 2013
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Minimal MapReduce Algorithms.
Yufei Tao, Wenqing Lin, Xiaokui Xiao.
Proceedings of ACM SIGMOD International Conference on Management of Data (SIGMOD), pages 529-540, 2013.
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CIKM 2012
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Efficient Algorithms for Generalized Subgraph Query Processing.
Wenqing Lin, Xiaokui Xiao, James Cheng, Sourav S. Bhowmick.
Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), pages 325-334, 2012.
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