Full Publication ListSelected works

2026

1. InclusionMed: Benchmarking Medical AI for Inclusive Healthcare

   The InclusionMed Collaboration

   Technical Report, 2026Core ContributorCodeWeb

2. MedRouter: Demystifying Knowledge Differences Across Medical LLMs for Routing-Based Reasoning

   Lang Cao, Binghang Lu, Yuhao Shen, Yue Guo

   Preprint, 2026PDF

3. 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 WorkshopPDFDataset

4. GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning

   Lang Cao, Yuhao Shen, Tianyang Luo, Yue Guo

   Preprint, 2026PDF

5. Beyond Prompt-Based Planning: MCP-Native Graph Planning-based Biomedical Agent System

   Zhangtianyi Chen, Florensia Widjaja, Wufei Dai, Xiangjun Zhang, Yuhao Shen, Juexiao Zhou

   Preprint, 2026PDF

6. MedGuideX: Internalizing Decision Logic from Clinical Guidelines into Large Language Models for Reliable Diagnostic Reasoning

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

   Preprint, 2026PDF

7. 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 2026PDFCode

8. SkinGPT-X: A Self-Evolving Collaborative Multi-Agent System for Transparent and Trustworthy Dermatological Diagnosis

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

   Preprint, 2026PDFCode

2025

1. 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, 2025PDFCode

2. 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, 2025PDF

3. A Comparative Visualization Analysis of Neural Network Models using Grad-CAM

   Yuhao Shen, Xiyan Huang

   Conference Covering Computer Science and Information Technology, 2025Paper

2024

1. Exploring Generalization Capability of U-Net Architecture through Domain Adaptation

   Yuhao Shen

   International Conference on Artificial Intelligence and Communication, 2024Paper

2023

1. Application of Machine-Vision-Based 3D Point Cloud Matching to Real-Time Detection of Bulk Materials

   Ce Shen, Shuiming Wang, Yuhao Shen, et al.

   Automation Applications, 2023Paper