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Qi Chen

chenqi77 AT pku.edu.cn

Ph.D. Candidate

Peking University

Biography

I am a last-year Ph.D. student in School of Mathematical Sciences at Peking University, under the supervision of Professor Zhouchen Lin and Professor Jiansheng Yang. My research interests lie in equilibrium models and their applications in graph neural networks and image processing.

Interests

  • Deep Equilibrium Models
  • Graph Neural Networks
  • Image Processing

Education

  • Ph.D. in School of Mathematical Sciences, 2017-

    Peking University

  • B.S. in School of Mathematical Sciences, 2013-2017

    Peking University

Publications @ZERO Lab

Optimization-induced Implicit Graph Diffusion. ICML, 2022.

Due to the over-smoothing issue, most existing graph neural networks can only capture limited de- pendencies with their inherently …
Qi Chen , Yifei Wang , Yisen Wang , Jiansheng Yang , Zhouchen Lin
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