I am currently pursuing a M.S. in the Institute of Machine Intelligence at University of Shanghai for Science and Technology (USST), supervised by Assoc. Prof. Song Tang.
Information
Email: suwenxin43@gmail.com
Research Interests: Machine Learning; Computer Vision; Transfer Learning;
Google Scholar: https://scholar.google.com/citations?user=BPQ9bSwAAAAJ
Publications
- [ARXIV’24] Song Tang and Wenxin Su, Mao Ye, Jianwei Zhang and Xiatian Zhu. Proxy Denoising for Source-Free Domain Adaptation.
- [ARXIV’24] Song Tang, Wenxin Su, Mao Ye, Jianwei Zhang and Xiatian Zhu. Unified source-free domain adaptation. and Code
- [CVPR’24] Song Tang, Wenxin Su, Mao Ye, and Xiatian Zhu. Source-free domain adaptation with frozen multimodal foundation model. and project page
- [CAAI TRIT’22] Song Tang, Wenxin Su, Yan Yang, Lijuan Chen, and Mao Ye. Model adaptation via credible local context representation. and Code
Research Project
- Unified Source-Free Domain Adaptation (SFDA) framework (93 stars), 2024.03 - Present
- Independently designed and implemented the first unified Source-Free Domain Adaptation (SFDA) framework project based on PyTorch. The project includes the 10 most mainstream SFDA methods from 2020 to 2024, such as SHOT, NRC, COWA, AdaContrast, PLUE, and our team’s LCFD, DIFO, TPDS, SCLM, and GKD.
- https://github.com/tntek/source-free-domain-adaptation
Education and Professional
USST, China, 2022.09 - Present
- Master Student, Biomedical Engineering
- Advisor: Assoc. Prof. Song Tang
- GPA: 89.05/100 Top 5%
Chengdu Aosailixing Information Technology Service Co., Ltd., China, 2021.03 – 2022.04
- Data Analyst
- Responsibilities: Build machine learning models to analyze data
Halmstad University, Sweden, 2018.09 – 2019.02
- Exchange Student, Computer Science
- GPA: 3.5/5
Chengdu Jincheng College, China, 2017.09 – 2021.06
- B.S.,(Honor) Big Data Processing
- GPA: 3.8/5 (Core GPA: 4.0/5) Top 1%
Academic Experience
- During the M.S. at USST, 2022.04 – Present
- Research on source-free domain adaptation of object recognition
- During the Exchange Student at Halmstad University 2018.09 – 2019.02
- Research on computer network structure.
Selected Honor & Awards
Frist Prize Scholarship of USST
- Top 5% Mar, 2024
National Scholarship for Postgraduates
- Top 1% Sep, 2023
Excellent Student of Chengdu Jincheng College
- Top 1% May, 2021
Second Prize Scholarship at Chengdu Jincheng College
- Top 20% Sep, 2019
Skills and Hobbies
- Programming and others: Python, PyTorch, C, R, Data Visualization, Latex, Kettle, MySQL
- Hobbies: Hiking, Runing, Cycling, Basketball
Picture
CVPR2024 |
Hiking |