2025 Future Link Prediction Without Memory or Aggregation. [arXiv] [PDF] [Code] Lu Yi, Runli Lei, Fengran Mo, Yanping Zheng, Zhewei Wei, and Yuhang Ye Preprint, 2025 Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier. [arXiv] [PDF] [Code] Lu Yi and Zhewei Wei International Conference on Learning Representations (ICLR), 2025. (Spotlight, 5.1%) TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics. [arXiv] [PDF] [Code] Lu Yi, Jie Peng, Yanping Zheng, Fengran Mo, Zhewei Wei, Yuhang Ye, Yue Zixuan, and Zengfeng Huang International Conference on Learning Representations (ICLR), 2025 2024 A Survey of Dynamic Graph Neural Networks. [URL] [PDF] Yanping Zheng, Lu Yi, and Zhewei Wei Frontiers of Computer Science (FCS), 2024 Random-Walk Probability Computation on Dynamic Weighted Graphs. [URL] [PDF] [Code] Wang Hanzhi, Yi Lu, Wei Zhewei, Gan Junhao, Yuan Ye, Wen Jirong, and Du Xiaoyong Journal of Computer Research and Development (J-CRAD 2024), 2024 2023 Optimal Dynamic Subset Sampling: Theory and Applications. [arXiv] [PDF] [Poster] Lu Yi, Hanzhi Wang, and Zhewei Wei Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023