Xuhui Kang

Xuhui Kang

Ph.D. Student in Computer Science
University of Virginia
xuhui (at) virginia.edu


About Me

I am a Ph.D. student in Computer Science at the University of Virginia, advised by Prof. Yen-Ling Kuo in the Link Lab. My research focuses on robust robot learning, tactile and force-regulated manipulation, and human–AI/robot collaboration. I am particularly interested in enhancing AI models' perception and understanding of the physical world, with the goal of building generalizable and robust robotic systems that can perform real-world tasks and collaborate effectively with humans.

Before UVA, I received my B.E. in Software Engineering (Embedded Systems) from the University of Electronic Science and Technology of China (UESTC), and worked on machine learning and embedded AI systems in industry.

Research Interests

Publications

Preprint
Xuhui Kang*, Tongxuan Tian*, Sung-Wook Lee, Binghao Huang, Yunzhu Li, Yen-Ling Kuo
Under review, 2026  (* equal contribution)
Preprint
Xuhui Kang, Sung-Wook Lee, Yan Zhuang, Tianle Zhong, Yen-Ling Kuo
Under review, 2026
ICML
Xuhui Kang, Sung-Wook Lee, Haolin Liu, Yuyan Wang, Yen-Ling Kuo
International Conference on Machine Learning (ICML), 2026
Under Review
Preprint
Xuhui Kang*, Tongxuan Tian*, Sung-Wook Lee, Binghao Huang, Yunzhu Li, Yen-Ling Kuo
Under review, 2026  (* equal contribution)
Preprint
Xuhui Kang, Sung-Wook Lee, Yan Zhuang, Tianle Zhong, Yen-Ling Kuo
Under review, 2026
Foresight teaser
Preprint
Haoran Zhang, Yifu Lu, Boyang Wang, Xuhui Kang, Yen-Ling Kuo, Zezhou Cheng, Mengdi Wang, Odest Chadwicke Jenkins
Under review, 2026
Conference
ICML
Xuhui Kang, Sung-Wook Lee, Haolin Liu, Yuyan Wang, Yen-Ling Kuo
International Conference on Machine Learning (ICML), 2026
TBD-VLA teaser
CoRL
Sung-Wook Lee, Xuhui Kang, Yen-Ling Kuo
Conference on Robot Learning (CoRL), 2026
O3Afford teaser
CoRL
Tongxuan Tian, Xuhui Kang, Yen-Ling Kuo
Conference on Robot Learning (CoRL), 2025
CLASS teaser
CoRL
Sung-Wook Lee, Xuhui Kang, Brandon Y. Yang, Yen-Ling Kuo
Conference on Robot Learning (CoRL), 2025
Diff-DAgger teaser
ICRA
Sung-Wook Lee, Xuhui Kang, Yen-Ling Kuo
IEEE International Conference on Robotics and Automation (ICRA), 2025
WACV
Xuhui Kang, Yen-Ling Kuo
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
White-box membership inference teaser
PoPETS
Yan Pang, Tianhao Wang, Xuhui Kang, Mengdi Huai, Yang Zhang
Proceedings on Privacy Enhancing Technologies (PoPETS), 2025

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