Guanyu Cui / 崔冠宇

My name is Guanyu Cui (or 崔冠宇 in Chinese), currently a master student of the Gaoling School of Artificial Intelligence, Renmin University of China. I'm now 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 research interest includes the theory of graph neural networks (GNN), graph algorithms. To be more specific, my research interests can be categorized into three aspects:

  • Theory of Graph Neural Networks (GNNs). I focus on exploring the connections between spatial GNN models and some geometry / physics problems.
  • Graph Algorithms. I focus on designing efficient algorithms for graph metrics which are helpful in the graph learning area.
  • GNN and Graph Algorithm Alignment. I focus on exploring following questions:
    1. Can GNNs learn graph algorithms?
    2. If yes, what algorithms can they learn? And How?
Education Background
  • M.Phil. in Artificial Intelligence
    • Sep. 2018 – Jun. 2022
      B.Eng. in Computer Science and Technology (GPA: 3.93 / 4.00, Rank: 1 / 163)
      • News

      [05/2023] One paper, MGNN: Graph Neural Networks Inspired by Distance Geometry Problem, was accepted by the KDD 2023 conference.

      Publications

      Authors marked with * are the corresponding authors.

      MGNN: Graph Neural Networks Inspired by Distance Geometry Problem
      Guanyu Cui, Zhewei Wei*
      In 29th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), 2023.
      [Code] [Poster (Large)] [Poster (Small)] [Slides]
      Selected Honors and Awards
      • Outstanding Graduate Student of Renmin University of China（“中国人民大学优秀毕业生”）
        Jun. 2022
        • Sa-Shixuan Elite Fund Scholarship (First Prize)（“萨师煊精英基金奖学金一等奖”）
          Apr. 2022
          • National Undergraduate Scholarship（“本科生国家奖学金”）
            Dec. 2021
            • National Undergraduate Scholarship（“本科生国家奖学金”）
              Dec. 2020
              • National Undergraduate Scholarship（“本科生国家奖学金”）
                Dec. 2019
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                Last update: Mar. 2024      Template