Publications

You can also find my articles on my Google Scholar profile.
Remark: ^† indicates co-first authors, * indicates the corresponding author.

2026

[TKDE 2026] PBC: Pattern-Based Compression for Semi-Structured Data
Jiujing Zhang, Lingkai Meng, Zhitao Shen, Shiyu Yang, Chuan Xiao, Wei Jia, Wenjie Zhang, Xuemin Lin
IEEE Transactions on Knowledge and Data Engineering, 2026.
[WISE 2026] Global Node Importance Quantification: A Boosting-Based Approach
Yueqi Zhong, Lingkai Meng*, Xuemin Lin
International Conference on Web Information Systems Engineering (WISE), 2026. CCF B
[TKDE 2026] DSCAN: Structural Clustering on Directed Graphs
Lingkai Meng, Long Yuan, Xuemin Lin, Zi Chen, Shiyu Yang, Kai Wang
IEEE Transactions on Knowledge and Data Engineering, 2026.
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[TKDE 2026] Counting Butterflies over Streaming Bipartite Graphs with Duplicate Edges
Lingkai Meng, Long Yuan, Xuemin Lin, Chengjie Li, Kai Wang, Wenjie Zhang
IEEE Transactions on Knowledge and Data Engineering, 2026.
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[SIGMOD 2026] Triangle Counting in Hypergraph Streams: A Complete and Practical Approach
Lingkai Meng, Long Yuan, Xuemin Lin, Wenjie Zhang, Ying Zhang
Proceedings of the ACM on Management of Data, 2026, 3(6): 1-28.
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[KDD 2025] Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation
Shuhao Li, Weidong Yang, Yue Cui, Xiaoxing Liu, Lingkai Meng, Lipeng Ma, Fan Zhang
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V. 2. 2025: 1529-1540.
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[TKDE 2025] Unifying Lane-Level Traffic Prediction from a Graph Structural Perspective: Benchmark and Baseline
Shuhao Li, Yue Cui, Jingyi Xu, Libin Li, Lingkai Meng, Weidong Yang, Fan Zhang, Xiaofang Zhou
IEEE Transactions on Knowledge and Data Engineering, 2025.
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[SIGMOD 2025] Revisiting Graph Analytics Benchmark
Lingkai Meng, Yu Shao, Long Yuan, Longbin Lai, Peng Cheng, Xue Li, Wenyuan Yu, Wenjie Zhang, Xuemin Lin, Jingren Zhou
Proceedings of the ACM on Management of Data, 2025, 3(3): 1-28.
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[arXiv 2025] OSS-UAgent: An Agent-based Usability Evaluation Framework for Open Source Software
Lingkai Meng, Yu Shao, Long Yuan, Longbin Lai, Peng Cheng, Wenyuan Yu, Wenjie Zhang, Xuemin Lin, Jingren Zhou

[CSUR 2024] A Survey of Distributed Graph Algorithms on Massive Graphs
Lingkai Meng, Yu Shao, Long Yuan, Longbin Lai, Peng Cheng, Xue Li, Wenyuan Yu, Wenjie Zhang, Xuemin Lin, Jingren Zhou
ACM Computing Surveys, 2024, 57(2): 1-39.
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[SIGMOD 2024] High-Ratio Compression for Machine-Generated Data
Jiujing Zhang, Zhitao Shen, Shiyu Yang, Lingkai Meng, Chuan Xiao, Wei Jia, Yue Li, Qinhui Sun, Wenjie Zhang, Xuemin Lin
Proceedings of the ACM on Management of Data, 2023, 1(4): 1-27.
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[ICDE 2022] Index-based Structural Clustering on Directed Graphs
Lingkai Meng, Long Yuan, Zi Chen, Xuemin Lin, Shiyu Yang
IEEE 38th International Conference on Data Engineering (ICDE). IEEE, 2022: 2831-2844.
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