Fang Yan

Joined

August 2024

Names

Fang Yan (Preferred)

Emails

****@pjlab.org.cn (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2021 – 2025

Visting

University of Pennsylvania (upenn.edu)

2020 – 2021

PhD

Shandong Normal University (sdnu.edu.cn)

2016 – 2021

Intern

Tencent AI Lab (tencent.com)

2019 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Yuanjie Zheng

2016 – 2021

Expertise

AI4Pathology

2021 – 2025

Publications

Solving jigsaw puzzles via nonconvex quadratic programming with the projected power method
Fang Yan, Yuanjie Zheng, Liu Liu, Dacheng Tao, Sujuan Hou
- OpenReview Archive Direct Upload
- Readers: Everyone
Artificial intelligence-based assessment of PD-L1 expression in diffuse large B cell lymphoma
Fang Yan, Shaoting Zhang, Xiaofan Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
A generalizable pathology foundation model using a unified knowledge distillation pretraining framework
Jiabo Ma, Zhengrui Guo, Fengtao Zhou, Yihui Wang, Yingxue Xu, Jinbang Li, Fang Yan, Yu Cai, Zhengjie Zhu, Cheng Jin, Yi Lin, Xinrui Jiang, Chenglong Zhao, Danyi Li, Anjia Han, Zhenhui Li, Ronald Cheong Kin Chan, Jiguang Wang, Peng Fei, Kwang-Ting Cheng et al. (3 additional authors not shown)
- Nature Biomedical Engineering
- Readers: Everyone
Cost-effective instruction learning for pathology vision and language analysis
Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang
- Nat. Comput. Sci. 2025
- Readers: Everyone
Semantics versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification
Yuan Tian, Shuo Wang, Rongzhao Zhang, Zijian Chen, Yankai Jiang, Chunyi Li, Xiangyang Zhu, Fang Yan, Qiang Hu, Xiaosong Wang, Guangtao Zhai
- CoRR 2025
- Readers: Everyone
Graph Mamba for Efficient Whole Slide Image Understanding
Jiaxuan Lu, Junyan Shi, Yuhui Lin, Fang Yan, Yue Gao, Shaoting Zhang, Xiaosong Wang
- CoRR 2025
- 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
PathoTune: Adapting Visual Foundation Model to Pathological Specialists
Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang
- CoRR 2024
- Readers: Everyone
Exploring the Feasibility of Multimodal Chatbot AI as Copilot in Pathology Diagnostics: Generalist Model's Pitfall
Mianxin Liu, Jianfeng Wu, Fang Yan, Hongjun Li, Wei Wang, Shaoting Zhang, Zhe Wang
- CoRR 2024
- Readers: Everyone

View all 12 publications

Co-Authors

View all 77 co-authors