Yuhao Shen 沈宇昊

MPhil Student in Computer Science
School of Data Science
The Chinese University of Hong Kong, Shenzhen

Hi there! I am currently an MPhil student in Computer Science at CUHK-Shenzhen, advised by Prof. Juexiao Zhou. My primary research interest lies in AI for Healthcare, with a long-term vision of building trustworthy clinical AI systems. Specifically, my work focuses on the following three areas:

Developing medical LLMs and agents for reliable clinical decision-making.
Enhancing the transparency of diagnostic reasoning through reinforcement learning.
Building medical foundation models for robust and transferable visual representations.

I'm always open to academic discussions, potential collaborations and interdisciplinary projects. Feel free to reach out at: yuhaoshen [at] link.cuhk.edu.cn.

📚 Selected Publication [Google Scholar]

* Equal Contribution

Preprint, 2025
SkinGPT-R1
Trustworthy and Fair SkinGPT-R1 for Democratizing Dermatological Reasoning across Diverse Ethnicities

Yuhao Shen, Zhangtianyi Chen, Yuanhao He, Yan Xu, Shuping Zhang, Liyuan Sun, Zijian Wang, Yinghao Zhu, Yuyuan Yang, Jiahe Qian, Ziwen Wang, Xinyuan Zhang, Wenbin Liu, Zongyuan Ge, Tao Lu, Siyuan Yan, Juexiao Zhou

Preprint, 2025
PDF Code
Preprint, 2026
MedGuideX
MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning

Yuhao Shen, Lang Cao, Simo Du, Yuqing Wang, Juexiao Zhou, Hao Peng, Yue Guo

Preprint, 2026
PDF
ECCV 2026
DermBench & DermEval
Towards Trustworthy Dermatology MLLMs: A Benchmark and Multimodal Evaluator for Diagnostic Narratives

Yuhao Shen, Jiahe Qian, Shuping Zhang, Zhangtianyi Chen, Tao Lu, Juexiao Zhou

ECCV 2026
PDF Code
Preprint, 2025
SkinCaRe Dataset
SkinCaRe: A Multimodal Dermatology Dataset Annotated with Medical Caption and Chain-of-Thought Reasoning

Yuhao Shen, Liyuan Sun, Yan Xu, Wenbin Liu, Shuping Zhang, Shawn Afvari, Zhongyi Han, Jiaoyan Song, Yongzhi Ji, Tao Lu, Xiaonan He, Xin Gao, Juexiao Zhou

Preprint, 2025
PDF Dataset

Preprint, 2026
GuideSkill
GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning

Lang Cao, Yuhao Shen✦, Tianyang Luo, Simo Du✧, Hao Peng, Yue Guo

Preprint, 2026
PDF
Preprint, 2026
SkinGPT-X
SkinGPT-X: A Multimodal Collaborative Multi-agent System with Self-evolving Dermatological Memory for Transparent and Trustworthy Diagnosis

Zhangtianyi Chen*, Yuhao Shen*, Florensia Widjaja*, Yan Xu, Liyuan Sun, Zijian Wang, Hongyi Chen, Wufei Dai, Juexiao Zhou

Preprint, 2026
PDF Code
Preprint, 2025
CoTBox-TTT
CoTBox-TTT: Grounding Medical VQA with Visual Chain-of-Thought Boxes During Test-time Training

Jiahe Qian*, Yuhao Shen*, Zhangtianyi Chen, Juexiao Zhou, Peisong Wang

Preprint, 2025
PDF

💼 Experience

Ant Group
Research Intern
Supervisor: Dr. Junjun He
Research: Medical AGI and World Models
Aug 2026 - Present
University of Illinois Urbana-Champaign (UIUC)
Research Intern
Supervisor: Prof. Yue Guo
Research: Trustworthy Clinical Reasoning for Medical LLMs
Feb 2026 - Jun 2026
Hangzhou Institute of Technology, Xidian University
Research Intern
Supervisor: Prof. Chao Yang
Research: 3D Point-Cloud Perception
Jul 2023 - Sep 2023

📖 Education

The Chinese University of Hong Kong, Shenzhen
M.Phil. in Computer Science
Supervisor: Prof. Juexiao Zhou GPA: 3.6/4.0
Sep 2025 - Present
Hangzhou Dianzi University
B.Eng. in Computer Science and Technology
Supervisor: Prof. Renshu Gu GPA: 3.8/4.0
Sep 2021 - Jun 2025