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-SZ, advised by Prof. Juexiao Zhou. My primary research interest lies in AI for Healthcare, with a particular focus on the following three areas:

Medical LLMs & Agents
LLM Reasoning & Reinforcement learning
Medical Imaging & Computer Vision

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

📚 Publication

# Equal Contribution

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
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
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
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 ECCV 2026
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
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

📖 Education

The Chinese University of Hong Kong, Shenzhen
Master of Philosophy in Computer Science
Sep 2025 - Present
Shenzhen, China
Hangzhou Dianzi University
Bachelor of Engineering in Computer Science and Technology
Sep 2021 - Jun 2025
Hangzhou, China

💼 Experience

University of Illinois Urbana-Champaign (UIUC)
Research Assistant
Feb 2026 - Present
The Chinese University of Hong Kong, Shenzhen
Research Assistant
Mar 2025 - May 2025
Hangzhou Institute of Technology, Xidian University
Research Assistant
Jul 2023 - Sep 2023