A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model. - Yingxue Xu; Yihui Wang 002; Fengtao Zhou; Jiabo Ma; Shu Yang 004; Huangjing Lin; Xin Wang; Jiguang Wang; Li Liang; Anjia Han; Ronald Cheong Kin Chan; Hao Chen 011 (CoRR, 2024)

Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation. - Jiabo Ma; Zhengrui Guo; Fengtao Zhou; Yihui Wang 002; Yingxue Xu; Yu Cai 005; Zhengjie Zhu; Cheng Jin 003; Yi Lin 009; Xinrui Jiang; Anjia Han; Li Liang; et al. (CoRR, 2024)

Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation. - Hao Jiang 028; Cheng Jin 003; Huangjing Lin; Yanning Zhou 001; Xi Wang 013; Jiabo Ma; Li Ding; Jun Hou; Runsheng Liu; Zhizhong Chai; Luyang Luo; Huijuan Shi; et al. (CoRR, 2025)

PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology. - Jiabo Ma; Yingxue Xu; Fengtao Zhou; Yihui Wang 002; Cheng Jin 003; Zhengrui Guo; Jianfeng Wu; On Ki Tang; Huajun Zhou; Xi Wang 013; Luyang Luo; Zhengyu Zhang; et al. (CoRR, 2025)

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images. - Cheng Jin 003; Fengtao Zhou; Yunfang Yu; Jiabo Ma; Yihui Wang 002; Yingxue Xu; Huajun Zhou; Hao Jiang 028; Luyang Luo; Luhui Mao; Zifan He; Xiuming Zhang; et al. (CoRR, 2025)

Segment Anything in Pathology Images with Natural Language. - Zhixuan Chen; Junlin Hou; Liqi Lin; Yihui Wang 002; Yequan Bie; Xi Wang 013; Yanning Zhou 003; Ronald Cheong Kin Chan; Hao Chen 011 (CoRR, 2025)

A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model. - Zhe Xu; Ziyi Liu; Junlin Hou; Jiabo Ma; Cheng Jin; Yihui Wang; Zhixuan Chen; Zhengyu Zhang; Zhengrui Guo; Fengtao Zhou; Yingxue Xu; Xi Wang; et al. (CoRR, 2025)