Jie Peng

According to our database, Jie Peng authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning.

Jie Peng, Jiarui Ji, Runlin Lei, Zhewei Wei, Yongchao Liu, Chuntao Hong

CoRR, July, 2025

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer.

Jie Peng, Zhewei Wei, Yuhang Ye

CoRR, June, 2025

TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics.

Lu Yi, Jie Peng, Yanping Zheng, Fengran Mo, Zhewei Wei, Yuhang Ye, Yue Zixuan, Zengfeng Huang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks.

Jie Peng, Runlin Lei, Zhewei Wei

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024