HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction. - Zhengrui Guo; Jiabo Ma; Yingxue Xu; Yihui Wang 002; Liansheng Wang; Hao Chen 011 (MICCAI (4), 2024)

MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology. - Shu Yang 004; Yihui Wang 002; Hao Chen 011 (MICCAI (4), 2024)

A Survey on Vision Mamba: Models, Applications and Challenges. - Rui Xu 031; Shu Yang 004; Yihui Wang 002; Bo Du 001; Hao Chen 011 (CoRR, 2024)

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)

Distilled Prompt Learning for Incomplete Multimodal Survival Prediction. - Yingxue Xu; Fengtao Zhou; Chenyu Zhao; Yihui Wang 002; Can Yang; Hao Chen 011 (CVPR, 2025)

ConceptCLIP: Towards Trustworthy Medical AI via Concept-Enhanced Contrastive Langauge-Image Pre-training. - Yuxiang Nie; Sunan He; Yequan Bie; Yihui Wang 002; Zhixuan Chen; Shu Yang 004; Hao Chen 011 (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)

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. - Tobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; et al. (CoRR, 2025)