Jie Peng

Orcid: 0009-0003-4021-3668

Affiliations:

Renmin University of China, Beijing, China

According to our database¹, Jie Peng authored at least 4 papers between 2024 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2025

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

[BibT_eX]

[DOI]

CoRR, July, 2025

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

[BibT_eX]

[DOI]

Jie Peng

Zhewei Wei

Yuhang Ye

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

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

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

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

[BibT_eX]

[DOI]

Jie Peng

Runlin Lei

Zhewei Wei

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

Jie Peng

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