Shengyi Hua

PhD student, Shanghai Jiaotong University

Joined

May 2025

Names

Shengyi Hua (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2022 – Present

Undergrad student

Shanghai Jiaotong University (sjtu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2027

Expertise

vision language model in histopathology

2023 – Present

medical image analysis in histopathology

2022 – Present

Publications

Reinforcement Learning for Evidence-Seeking Diagnostic Reasoning with Large Language Models
Shengyi Hua, Kangzhe Hu, Conghui He, Xiaofan Zhang, Shaoting Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks
Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Jiaxuan Lu, Wen Chen, Zizhao Gao, Jianan Li, Hong Yan, Jiabo Ma, Minda Chen, Yang Lu, Qing Chen, Yizhi Wang, Xitong Ling, Xuenian Wang, Zihan Wang, Qiang Huang, Shengyi Hua, Mianxin Liu et al. (7 additional authors not shown)
- CoRR 2025
- Readers: Everyone
O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning
Zhongzhen Huang, Gui Geng, Shengyi Hua, Zhen Huang, Haoyang Zou, Shaoting Zhang, Pengfei Liu, Xiaofan Zhang
- CoRR 2025
- Readers: Everyone
DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels
Linda Wei, Shengyi Hua, Shaoting Zhang, Xiaofan Zhang
- CoRR 2024
- Readers: Everyone
PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains
Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, Xiaofan Zhang
- Medical Image Anal. 2024
- Readers: Everyone
PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains
Shengyi Hua, Fang Yan, Tianle Shen, Xiaofan Zhang
- CoRR 2023
- Readers: Everyone

Co-Authors

View all 35 co-authors