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. I am also a Research Intern at Ant Group, advised by Dr. Junjun He. 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 clinical decision-making.

Enhancing trustworthy reasoning for clinical diagnosis.

Building medical foundation models for visual understanding.

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

Medical VLM

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

Medical LLMs & Agents

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

Benchmark & Dataset

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

Benchmark & 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

ACMMM 2026 Workshop

PDF Dataset

Medical LLMs & Agents

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

Medical LLMs & Agents

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

Test-Time Training

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

Yuhao Shen 沈宇昊

📚 Selected Publication [Google Scholar]

💼 Experience

📖 Education