Undergraduate Student
School of EECS, Peking University
Nov 2025: Our paper, "Reconsidering the Performance of GAE in Link Prediction," won the Best Full Paper Award at CIKM 2025 in Seoul!
I am a senior undergraduate (and incoming PhD student) at Peking University. I am currently a research intern in Prof. Lei Zou's lab, which I will be joining as a PhD student next year. Previously, I was an undergraduate intern in Prof. Muhan Zhang's lab. My research focuses on Graph Neural Networks (GNNs), particularly on link prediction, Graph Foundational Models and Dynamic Graphs.
Reconsidering the Performance of GAE in Link Prediction
Weishuo Ma, Yanbo Wang, Xiyuan Wang, Muhan Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025)
🏆 Best Full Paper Award 🏆
GILT: An LLM-Free, Tuning-Free Graph Foundational Model for In-Context Learning
Weishuo Ma, Yanbo Wang, Xiyuan Wang, Lei Zou,Muhan Zhang
arXiv Preprint
[ Paper (arXiv) ]
[ Code ]