Scholar
Wensen Ma
Google Scholar ID: LQnVgkQAAAAJ
Ph.D. Student, Hong Kong Polytechnic University
Citations & Impact
Citations
2
H-index
1
i10-index
0
Publications
2
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Published several papers, such as 'Unsupervised Transfer Learning via Adversarial Contrastive Training' and 'Distribution Matching for Self-Supervised Transfer Learning.' Maintains an open-source machine learning implementation library called mlimpl, which provides concise and readable implementations of popular algorithms, suitable for teaching, prototyping, and reproducible research.
Research Experience
- Engaged in multiple research projects, including unsupervised transfer learning via adversarial contrastive training and distribution matching for self-supervised transfer learning.
Education
- Currently pursuing a PhD degree in the Department of Applied Mathematics at Hong Kong Polytechnic University, under the supervision of Prof. Defeng Sun and Prof. Houduo Qi. Previously, obtained a Bachelor’s degree from Northwest University and a Master’s degree from Wuhan University, with Master’s supervisor Prof. Yuling Jiao.
Background
- Current research interests lie in statistical learning and deep learning theory, particularly in deep representation learning, self-supervised learning, and the theoretical foundations for large language models (LLMs). Focuses on establishing theoretical understandings and developing novel approaches in these areas.
Miscellany
- Email: vincen.nwu@gmail.com
