I am currently a final-year MPhil student at The Hong Kong Polytechnic University (PolyU) under the supervision of Prof. Jiannong Cao. Prior to that, I was an intern in Amazon Shanghai AI Lab, working with Dr. David Wipf, Dr. Xiang Song, and many great colleagues. I was working as a contributor of the DGL framework and conducting research on Graph Neural Networks related topics. Before joining the Amazon, I was an intern in GAMMA Lab, BUPT, under the supervision of Prof. Chuan Shi. I was working as a contributor of the OpenHGNN framework.

Research Interests

My research interests cover Deep Learning on Graphs and related applications.

Education Experience

• M.Phil at Computing, The Hong Kong Polytechnic University (PolyU), 2024 (expected)
• B.S. at Computing, The Beijing University of Posts and Telecommunications (BUPT), 2022

Publications

• On the Initialization of Graph Neural Networks. Jiahang Li, Yakun Song, Xiang Song, David Wipf. ICML 2023.
• Vision Loss Estimation using Fundus Photograph for High Myopia. Zipei Yan, Dong Liang, Linchuan Xu, Jiahang Li, Zhengji Liu, Shuai Wang, Jiannong Cao, Chea-su Kee. MICCAI 2023.
• Network in Graph Neural Network. Xiang Song, Runjie Ma, Jiahang Li, Muhan Zhang, David Wipf. Pre-print.

Service

Journal referee SIAM Journal on Mathematics of Data Science (SIMODS)