Scholar
Guohao SHEN
Google Scholar ID: 2sLZ5mMAAAAJ
Assistant Professor, The Hong Kong Polytechnic University
Citations & Impact
Citations
308
H-index
8
i10-index
7
Publications
20
Co-authors
0
Resume
Academic Achievements
- Paper titled 'Wasserstein generative regression' accepted by Journal of the Royal Statistical Society, Series B (July 2025)
- Paper titled 'Deep Neural Newsvendor' accepted by Management Science (June 2025)
- Paper titled 'Deep Mutual Density Ratio Estimation with Bregman Divergence and its Applications' accepted by Journal of the American Statistical Association (April 2025)
- Paper titled 'Conformal Set-based Human-AI Complementarity with Multiple Experts' accepted as a full paper in the Main Technical Track of AAMAS 2025 (December 2024)
- Single-authored paper 'Exploring the Complexity of Deep Neural Networks through Functional Equivalence' accepted at ICML 2024 (May 2024)
- Received Junior Researcher Award Honorable Mention at the 2024 ICSA China Conference (June 2024)
- Awarded the 2024 John Aitchison Prize in Statistics by the Hong Kong Statistical Society for outstanding PhD research in statistics and deep learning (March 2024)
- Received the Best Teacher Award (2024/25) from the Department of Applied Mathematics, The Hong Kong Polytechnic University (April 2025)