Yuhao Shen 沈宇昊

Yuhao Shen 沈宇昊

📚 Selected Publication [Google Scholar]

* Equal Contribution

Medical LLMs & Agents
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
Medical LLMs & Agents
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
Benchmark & Dataset
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
Benchmark & Dataset
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

ACMMM 2026 Workshop
PDF Dataset

Medical LLMs & Agents
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
Medical LLMs & Agents
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
Test-Time Training
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