Guanyu Cui / 崔冠宇

My name is Guanyu Cui (or 崔冠宇 in Chinese), currently a PhD 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 master's degree in Artificial Intelligence at Gaoling School of Artificial Intelligence, Renmin University of China in June 2025, and my bachelor's 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 from a Distributed Computational Model Perspective
Guanyu Cui, Yuhe Guo, 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] [arXiv Paper] [Code] [Poster] [Slides]
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