I am Chenyi Zi (资琛义), an MPhil student at HKUST(GZ), advised by Prof. Jia Li. My research focuses on Graph Pre-training, Graph Representation Learning, and Graph Prompt Learning. I received my bachelor’s degree from the Computer Science department at the South China University of Technology, advised by Prof. Shengfeng He.
News
- 2024.09 Two papers have been accepted by NeurIPS 2024.
- 2024.06 Our ProG: A Graph Prompt Learning Benchmark is published. See this repo.
- 2024.01 One paper has been accepted by WWW 2024.
- 2024.01 One paper has been accepted by ICLR 2024.
- 2023.09 The website of KDD 2023 Best Paper — All in One: Multi-Task Prompting for GNN is online.
Publications

ProG: A Graph Prompt Learning Benchmark
Chenyi Zi^, Haihong Zhao^, Xiangguo Sun*, Yiqing Lin, Hong Cheng, Jia Li

UniGAD: Unifying Multi-level Graph Anomaly Detection
Yiqing Lin, Jianheng Tang, Chenyi Zi, H. Vicky Zhao, Yuan Yao, Jia Li*

Generative Adversarial Policy Network for Modelling Protein Complexes
Tao Feng^, Ziqi Gao^, Jiaxuan You, Chenyi Zi, Yan Zhou, Chen Zhang, Jia Li*

Weakly Supervised Anomaly Detection via Knowledge-Data Alignment
Haihong Zhao, Chenyi Zi, Yang Liu, Chen Zhang, Yan Zhou, Jia Li*
Honors and Awards
- 2023.02 National Scholarship
- 2023.01 Yue+ Scholarship by 37 Interactive Entertainment
- 2022.04 Finalist Prize in the 2022 ICM/MCM
- 2022.02 First Prize in the Chinese Mathematics Competition
- 2022.01 Third Place in Huawei Cloud GaussDB Database Competition
- 2018.10 First Prize in National Olympiad in Mathematics in Provinces, Hunan, China
Educations
- 2023.09 – Present MPhil, HKUST(GZ)
- 2023.07 – 2023.09 Research Assistant, HKUST(GZ)
- 2019.09 – 2023.07 B.Eng. in Computer Science, South China University of Technology