Xuwei Tan

PhD Student

The Ohio State University

tan.1206 (at) osu (dot) edu

Nice to meet you! I am currently a Ph.D. student at The Ohio State University, advised by Prof. Xueru Zhang. Currently, my research interests lie in (large) visual-language models, multi-modal learning, trustworthy AI (fairness and privacy), and distributional shifts.

Prior to that, I received my Bachelor Degree in Computer Science from East China University of Science and Technology in 2021 and had a short-term study at University of Chinese Academy of Sciences. I was a research assistant at Shanghai Jiao Tong University, where I gladly worked with Prof. Yangming Zhou.

Publications

DroughtSet: Understanding Drought through Spatial-Temporal Learning

Xuwei Tan, Qian Zhao, Yanlan Liu, and 1 more author

In AAAI Conference on Artificial Intelligence, 2025
Federated Learning with Reduced Information Leakage and Computation

Tongxin Yin, Xuwei Tan, Xueru Zhang, and 2 more authors

Transactions on Machine Learning Research, 2024
Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness

Xuwei Tan, Yangming Zhou, MengChu Zhou, and 1 more author

IEEE Transactions on Automation Science and Engineering, 2024
Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks

Zhen Qin, Xuwei Tan, and Zhihui Zhu

IEEE Signal Processing Letters, 2024
Lookahead Counterfactual Fairness

Zhiqun Zuo, Tian Xie, Xuwei Tan, and 2 more authors

Transactions on Machine Learning Research, 2024
Algorithmic Decision-Making under Agents with Persistent Improvement

Tian Xie, Xuwei Tan, and Xueru Zhang

Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, Oct 2024

DOI