Yunbei Zhang
About Me
Hi, I’m Yunbei Zhang, a third-year Ph.D. student in the Department of Computer Science at Tulane University, advised by Prof. Jihun Hamm. I received B.S. in Mathematics from Osaka University in Japan, advised by Prof. Masaaki Wada.
Research Interests
- Trustworthy Machine Learning
- Test/Inference-time Learning
- Efficient Pre-trained Model Reprogramming
News
- [2025.06] One paper is accepted to USENIX 2025!
- [2025.05] Join KLA as a Research Scientist Intern.
- [2025.05] One paper is accepted to ICML 2025!
- [2025.04] Invited as a reviewer for ACM MM 2025.
- [2025.01] One paper is selected as WACV 2025 Oral presentation!
- [2024.09] One paper is accepted to NeurIPS 2024!
- [2024.08] One paper is accepted to WACV 2025!
Publications
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ICML'25
International Conference on Machine Learning (ICML), 2025. -
WACV'25
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025. -
NeurIPS'24
Neural Information Processing Systems (NeurIPS), 2024. -
CVPRW'24
2024 IEEE CVPR Workshop on Fair, Data-efficient, and Trusted Computer Vision. -
CVPRW'24
2024 IEEE CVPR Workshop on Domain adaptation, Explainability, Fairness in AI for Medical Image Analysis. -
WACV'24
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
Honors and Awards
- Outstanding Teaching Assistant Award, Tulane University, 2024
- Ichikawa International Scholarship, Osaka University, 2021
- Osaka University Award of Excellence, 2019
- School of Science Honor Scholarship, Osaka University, 2018-2021
- Monbukagakusho Honors Scholarship for International Students, Ministry of Education of Japan, 2018, 2021
Services
- Conference Reviewer: ACM MM 2025, WACV 2025, ICLR 2025, DeLTa Workshop @ ICLR 2025, VerifAI Workshop @ ICLR 2025, Safe Generative AI Workshop @ NeurIPS 2024
- Journal Reviewer: Journal of Imaging Informatics in Medicine
- NeurIPS 2023 Outreach Program Volunteer