Curriculum Vitae

Education

• 2025.09 - 2028.06, Master Student in Department of Automation, Tsinghua University.
• 2021.09 - 2025.06, Undergrad Student in School of Artificial Intelligence, University of Chinese Academy of Sciences.
• 2024.01 - 2024.06, Visiting Student in School of Engineering, Hong Kong University of Science and Technology.

Work experience

• 2022.07 - 2024.08: Research Assistant
  • Software Engineering Institute, East China Normal University
  • Supervisor: Professor Xian Wei
• 2023.12 - 2025.04: Principal Investigator
  • School of Artificial Intelligence, University of Chinese Academy of Sciences
  • Funded by Beijing Natural Science Foundation (BJNSF)

Honors

• 2025.06 Excellent Bachelor’s Thesis
  • Awarded by University of Chinese Academy of Sciences
  • Top <10%
• 2024.10 National 2nd Scholarship for Hong Kong, Macao and Overseas Chinese students
  • Awarded by Ministry of Education of the People’s Republic of China
  • First in UCAS to receive, highest level

Publications

PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction

???, "PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction," in International Joint Conference on Artificial Intelligence, 2025.

(arXiv Preprint) Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks

Y. Feng*, S.-H. J. Lin*, B. Gao and X. Wei, "Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks," in arXiv preprint 2503.20454, 2025.

Relaxed Rotational Equivariance via G-Biases in Vision

Z. Wu, Y. Liu, L. Sun, J. Yang, H. Dong, S.-H. J. Lin, X. Tang, J. Mi, B. Jin, and X. Wei, "Relaxed Rotational Equivariance via G-Biases in Vision," in AAAI Conference on Artificial Intelligence, 2025.

Hyperbolic Prototype Rectification for Few-Shot 3D Point Cloud Classification

Y.-Z. Feng*, S.-H. J. Lin*, X. Tang, M.-Y. Wang, J.-Z. Zheng, Z.-Y. He, Z.-Y. Pang, J. Yang, M.-S. Chen, and X. Wei, "Hyperbolic prototype rectification for few-shot 3D point cloud classification," Pattern Recognition, vol. 158, p. 111042, 2025.

Talks

Recent Advances of Geometric Deep Learning

December 10, 2024

Invited Talk at Chinese Academy of Sciences, Institute of Automation, Beijing, Beijing

Teaching

Teaching experience 1

Service and leadership

• Executive Member, Hong Kong Student Association Beijing (HKSABJ)
• Certified Mentor for Emergency Aid, Foundation of UCAS
• Student Member of IEEE, CAAI, CSIG