Selected Publications
New homepage: edwlin.github.io/
- Initialization for Network Embedding: A Graph Partition Approach.
Wenqing Lin, Feng He, Faqiang Zhang, Xu Cheng, and Hongyun Cai.
Proceedings of the 13th ACM International Conference on Web Search and Data Mining (WSDM), full research paper to appear, 2020. - Distributed Algorithms for Fully Personalized PageRank on Large Graphs.
Wenqing Lin.
Proceedings of the 30th World Wide Web Conference (WWW), pages 1084-1094, 2019. - Efficient Batch One-Hop Personalized PageRanks.
Siqiang Luo, Xiaokui Xiao, Wenqing Lin, and Ben Kao.
Proceedings of the 35th IEEE International Conference on Data Engineering (ICDE), pages 1562-1565, 2019. - Metagraph-based Learning on Heterogeneous Graphs.
Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Jiaqi Shi, Kevin Chen-Chuan Chang, and Xiao-Li Li.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019. - BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy.
Siqiang Luo, Xiaokui Xiao, Wenqing Lin, and Ben Kao.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
- Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries.
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, and Nan Tang.
ACM Transactions on Database Systems (TODS), 2019. - Network Motif Discovery: A GPU Approach.
Wenqing Lin, Xiaokui Xiao, Xing Xie, and Xiao-Li Li.
IEEE Transactions on Knowledge and Data Engineering (TKDE), Special Issue on the Best Papers of ICDE 2015, 29(3): 513-528, 2017. (invited)
- Semantic Proximity Search on Graphs with Metagraph-based Learning.
Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Kevin Chen-Chuan Chang, and Xiao-Li Li.
Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE), pages 277-288, 2016. - 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, and Amy Shi-Nash
Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM), pages 1353-1362, 2016.
[Slides]
- Effective Indexing for Approximate Constrained Shortest Path Queries on Large Road Networks.
Sibo Wang, Xiaokui Xiao, Yin Yang, and Wenqing Lin.
Proceedings of the VLDB Endowment (PVLDB), Vol. 10, No. 2, pages 61-72, 2016. - Efficient Route Planning on Public Transportation Networks: A Labelling Approach.
Sibo Wang, Wenqing Lin, Yi Yang, Xiaokui Xiao, and Shuigeng Zhou.
Proceedings of ACM SIGMOD Conference on Management of Data (SIGMOD), pages 967-982, 2015.
[Code] [Poster] - Network Motif Discovery: A GPU Approach.
Wenqing Lin, Xiaokui Xiao, Xing Xie, and Xiao-Li Li.
Proceedings of the 31st IEEE International Conference on Data Engineering (ICDE), pages 831-842, 2015.
[Poster] [Slides] - Reachability Queries on Large Dynamic Graphs: A Total Order Approach.
Andy Diwen Zhu, Wenqing Lin, Sibo Wang, and Xiaokui Xiao.
Proceedings of ACM SIGMOD Conference on Management of Data (SIGMOD), pages 1323-1334, 2014.
[Code] [Technical Report] [Poster] - Large-Scale Frequent Subgraph Mining in MapReduce.
Wenqing Lin, Xiaokui Xiao, and Gabriel Ghinita.
Proceedings of the 30th IEEE International Conference on Data Engineering (ICDE), pages 844-855, 2014.
[Code] [Poster] [Slides] - Minimal MapReduce Algorithms.
Yufei Tao, Wenqing Lin, and Xiaokui Xiao.
Proceedings of ACM SIGMOD Conference on Management of Data (SIGMOD), pages 529-540, 2013. - LSII: An Indexing Structure for Exact Real-Time Search on Microblogs.
Lingkun Wu, Wenqing Lin, Xiaokui Xiao, and Yabo Xu.
Proceedings of the 29th IEEE International Conference on Data Engineering (ICDE), pages 482-493, 2013.
[Poster] [Slides] - Efficient Single-Source Shortest Path and Distance Queries on Large Graphs.
Andy Diwen Zhu, Xiaokui Xiao, Sibo Wang, and Wenqing Lin.
Proceedings of ACM SIGKDD Conference on Knowledge, Discovery, and Data mining (KDD), pages 998-1006, 2013. - Efficient Algorithms for Generalized Subgraph Query Processing.
Wenqing Lin, Xiaokui Xiao, James Cheng, and Sourav Bhowmick.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM), pages 325-334, 2012.
[Slides]