Jie Peng (彭杰) is presently a first-year Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, under the supervision of Prof. Zhewei Wei. Prior to this, he received his B.E. degree in Software Engineering from the School of Software Engineering, University of Electronic Science and Technology of China, in June 2023.

Research Interests

My research focuses on graph machine learning. I am currently working on the Over-smoothing of deep graph neural networks, dynamic graph neural networks, and graph Transformers.

Publication

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

  Jie Peng, Runlin Lei, Zhewei Wei. (Accepted by CIKM 2024)
  
  

Contact information

Email: peng_jie@ruc.edu.cn