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Lexiang Hu

hulx AT stu.pku.edu.cn

Ph.D. student

Peking University

Biography

I am a one-year Ph.D student at Peking University (PKU). Here I am lucky enough to work with Prof. Zhouchen Lin.

Interests

  • Machine Learning
  • Equivariant networks

Education

  • B.S. in Computer Science and Technology, 2019-2023

    University of Science and Technology of China

Publications @ZERO Lab

Symmetry Discovery for Different Data Types. NN, 2025.

Equivariant neural networks incorporate symmetries into their architecture, achieving higher generalization performance. However, …
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Explicit Discovery of Nonlinear Symmetries from Dynamic Data. ICML, 2025.

Symmetry is widely applied in problems such as the design of equivariant networks and the discovery of governing equations, but in …