Yonghong He

Full Professor, Tsinghua Shenzhen International Graduate School, Tsinghua University

Joined

March 2023

Names

Yonghong He (Preferred)

Emails

****@sz.tsinghua.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Tsinghua Shenzhen International Graduate School, Tsinghua University (tsinghua.edu.cn)

2009 – Present

Advisors, Relations & Conflicts

Coworker

Tian Guan

2007 – Present

Expertise

Biomedical Engineering

2002 – Present

Publications

StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology
Jiawen Li, Jiali Hu, Xitong Ling, Yongqiang Lv, Yuxuan Chen, Yizhi Wang, Tian Guan, Yifei Liu, Yonghong He
- MIDL 2026 Poster
- Readers: Everyone
YpathRAG:A Retrieval-Augmented Generation Framework and Benchmark for Pathology
Deshui Yu, Yizhi Wang, Saihui Jin, Taojie Zhu, Fanyi Zeng, Wen Qian, Zirui Huang, Jingli Ouyang, Jiameng Li, Zhen Song, Tian Guan, Yonghong He
- CoRR 2025
- Readers: Everyone
From Generic to Specialized: A Subspecialty Diagnostic System Powered by Self-Supervised Learning for Cervical Histopathology
Yizhi Wang, Li Chen, Qiang Huang, Tian Guan, Xi Deng, Zhiyuan Shen, Jiawen Li, Xinrui Chen, Bin Hu, Xitong Ling, Taojie Zhu, Zirui Huang, Deshui Yu, Yan Liu, Jiurun Chen, Lianghui Zhu, Qiming He, Yiqing Liu, Diwei Shi, Hanzhong Liu et al. (7 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Deep learning-based prognostic assessment of polyploid giant cancer cells and mitotic figures in liver cancer
Jingying Yang, Cuimin Chen, Qiming He, Jiayi Li, Houqiang Li, Jing Peng, Junru Cheng, Meihui Li, Xiaozhuan Zhou, Yonghong He, Tian Guan, Xi Li, Danling Jiang
- Medical Biol. Eng. Comput. 2025
- Readers: Everyone
Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis
Mingxi Fu, Xitong Ling, Yuxuan Chen, Jiawen Li, Fanglei Fu, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu
- CoRR 2025
- Readers: Everyone
Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation
Mingxi Fu, Fanglei Fu, Xitong Ling, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu
- CoRR 2025
- Readers: Everyone
DiagR1: A Vision-Language Model Trained via Reinforcement Learning for Digestive Pathology Diagnosis
Minxi Ouyang, Lianghui Zhu, Yaqing Bao, Qiang Huang, Jingli Ouyang, Tian Guan, Xitong Ling, Jiawen Li, Song Duan, Wenbin Dai, Li Zheng, Xuemei Zhang, Yonghong He
- CoRR 2025
- Readers: Everyone
Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis
Lianghui Zhu, Renao Yan, Tian Guan, Fenfen Zhang, Linlang Guo, Qiming He, Shanshan Shi, Huijuan Shi, Yonghong He, Anjia Han
- IEEE J. Biomed. Health Informatics 2025
- Readers: Everyone
A Simple Linear Patch Revives Layer-Pruned Large Language Models
Xinrui Chen, Haoli Bai, Tao Yuan, Ruikang Liu, Kang Zhao, Xianzhi Yu, Lu Hou, Tian Guan, Yonghong He, Chun Yuan
- NeurIPS 2025 poster
- Readers: Everyone
Toward efficient slide-level grading of liver biopsy via explainable deep learning framework
Bingchen Li, Qiming He, Jing Chang, Bo Yang, Xi Tang, Yonghong He, Tian Guan, Guangde Zhou
- Medical Biol. Eng. Comput. 2025
- Readers: Everyone

View all 81 publications

Co-Authors

View all 222 co-authors