CV
Basics
| Name | Xuwei Tan |
| [email protected] | |
| Url | https://xuweitan.com/ |
Work
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2022.03 - 2022.08 Research Intern
OPPO
Proposed an innovative open-set SSL algorithm by mining sub-class contents from coarse-grained features to improve model robustness against low-quality unlabeled data from data providers in recognition applications.
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2020.11 - 2021.01 Machine Learning Intern
Shanghai Oriental Pearl Media
Reproduced advanced video augmentation algorithms from publications.
Education
-
2022.08 - Now Columbus, Ohio
PhD
The Ohio State University
Computer Science
- Machine Learning
- Artificial Intelligence
- Computer Vision
-
2021.08 - 2021.12 Beijing, China
Master (not finished)
University of Chinese Academy of Sciences
Computer Science
- Machine Learning
- Artificial Intelligence
- Computer Vision
-
2017.09 - 2021.06 Shanghai, China
Bachelor
East China University of Science and Technology
Computer Science
- Algorithm and Data Structure
- Computer Architecture
- Operating Systems
- Computer Graphics
- Computer Networks
Awards
Papers
-
2025 DroughtSet: Understanding Drought Through Spatial-Temporal Learning
AAAI Conference on Artificial Intelligence 2025
-
2024 Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness
IEEE Transactions on Automation Science and Engineering
-
2024 Federated Learning with Reduced Information Leakage and Computation
Transactions on Machine Learning Research (TMLR)
Skills
| Programming and Tools | |
| Python | |
| Java | |
| C/C++ | |
| Linux | |
| Docker |
| Machine Learning | |
| PyTorch | |
| TensorFlow | |
| Hugging Face | |
| Numpy | |
| MPI |
| Back-end and Databases | |
| Spring, Spring Boot | |
| MyBatis | |
| SQL, MySQL, and SQLite | |
| Redis | |
| Django |
Languages
| Mandarin | |
| Native speaker |
| English | |
| Fluent |
Interests
| Machine Learning / Deep Learning | |
| (Large) Visual-Language Models | |
| Multi-modal learning | |
| AI Fairness and Privacy | |
| Distribution Shifts | |
| Large Language Models |