Guanyu Cui / 崔冠宇

My name is Guanyu Cui (or 崔冠宇 in Chinese), currently a master's student at the Gaoling School of Artificial Intelligence, Renmin University of China. I'm under the supervision of Prof. Zhewei Wei.

Before that, I received my B.Eng. degree in Computer Science and Technology at School of Information, Renmin University of China in June 2022.

Email: cuiguanyu [AT] ruc.edu.cn
[Github] | [Google Scholar]

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Research Interests

My current research interests focus on the theoretical aspects of computing:

Education Background

News

Publications

Authors marked with * are corresponding authors.

Rethinking GNN Expressive Power Research in the Machine Learning Community: Limitations, Issues, and Corrections
Guanyu Cui, Zhewei Wei*, and Hsin-Hao Su.
Preprint.
[arXiv Paper]
Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method
Guanyu Cui, Hanzhi Wang, and Zhewei Wei*.
31st ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), 2025.
[Conference Paper (Coming Soon)] [arXiv Paper] [Code]
MGNN: Graph Neural Networks Inspired by Distance Geometry Problem
Guanyu Cui, and Zhewei Wei*.
29th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), 2023.
[Conference Paper] [arXiv Paper] [Code] [Poster] [Slides]

Honors and Awards