I'm a year 4 undergraduate student at the University of Hong Kong (HKU), majoring in Computer Engineering in the Department of Electrical and Computer Engineering (ECE). I'm fortunate to work with the HKU MedAI Lab, supervised by Prof. Lequan Yu and HKU InfobodiedAI Lab, supervised by Prof. Yanchao Yang. I also spent a one-semester exchange at the Nanyang Technological University (NTU) in Fall 2024, Colledge of Computing and Data Science (CCDS), where I had the opportunity to collaborate with Prof. Bo An's group.
My research interests lie in both the AI for healthcare (especially LLM for healthcare) and embodied AI. Currently, I'm working on projects related to Human-Scene/Human-Object Interaction.
Most recent publications on Google Scholar.
‡ indicates equal contribution, * indicates corresponding author
PASS: probabilistic agentic supernet sampling for interpretable and adaptive chest x-ray reasoning
Yushi Feng, Junye Du, Yingying Hong, Qifan Wang, Lequan Yu*
(Oral, Top 5%) AAAI 2026
RadPro: Expert-Aligned Radiology Report Correction via Consensus Preference Learning for Reliable Pedagogical Feedback
Yushi Feng‡, Qifan Wang‡, Wang lujing, Liang Peng, Xinxiang Zhao, Qian Niu, Lequan Yu*
(Under Review) ICML 2026
CORA: Principled Safety for Mobile GUI Agents via Conformal Risk Control
Yushi Feng‡, Junye Du‡, Qifan Wang, Zizhan Ma, Qian Niu, Yutaka Matsuo, Long Feng, Lequan Yu*
(Under Review) ECCV 2026
PASS: probabilistic agentic supernet sampling for interpretable and adaptive chest x-ray reasoning
Yushi Feng, Junye Du, Yingying Hong, Qifan Wang, Lequan Yu*
(Oral, Top 5%) AAAI 2026
RadPro: Expert-Aligned Radiology Report Correction via Consensus Preference Learning for Reliable Pedagogical Feedback
Yushi Feng‡, Qifan Wang‡, Wang lujing, Liang Peng, Xinxiang Zhao, Qian Niu, Lequan Yu*
(Under Review) ICML 2026
CORA: Principled Safety for Mobile GUI Agents via Conformal Risk Control
Yushi Feng‡, Junye Du‡, Qifan Wang, Zizhan Ma, Qian Niu, Yutaka Matsuo, Long Feng, Lequan Yu*
(Under Review) ECCV 2026
Teaching