DEST: Deep Enhanced Swin Transformer Toward Better Scoring for NAFLD. - Renao Yan; Qiming He; Yiqing Liu; Jizhou Gou; Qiehe Sun; Guangde Zhou; Yonghong He; Tian Guan (PRCV (2), 2022)

Expression site agnostic histopathology image segmentation framework by self supervised domain adaption. - Qiming He; Ling He; Hufei Duan; Qiehe Sun; Runliang Zheng; Jian Guan; Yonghong He; Wenting Huang; Tian Guan (Comput. Biol. Medicine, 2023)

The Whole Pathological Slide Classification via Weakly Supervised Learning. - Qiehe Sun; Jiawen Li 005; Jin Xu; Junru Cheng; Tian Guan; Yonghong He (CoRR, 2023)

Dynamic Graph Representation with Knowledge-Aware Attention for Histopathology Whole Slide Image Analysis. - Jiawen Li 005; Yuxuan Chen; Hongbo Chu; Qiehe Sun; Tian Guan; Anjia Han; Yonghong He (CVPR, 2024)

RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification. - Hongbo Chu; Qiehe Sun; Jiawen Li 005; Yuxuan Chen; Lizhong Zhang; Tian Guan; Anjia Han; Yonghong He (MICCAI (4), 2024)

NcIEMIL: Rethinking Decoupled Multiple Instance Learning Framework for Histopathological Slide Classification. - Qiehe Sun; Doukou Jiang; Jiawen Li 005; Renao Yan; Yonghong He; Tian Guan; Zhiqiang Cheng (MIDL, 2024)

Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification. - Xuenian Wang; Shanshan Shi; Renao Yan; Qiehe Sun; Lianghui Zhu; Tian Guan; Yonghong He (CoRR, 2024)

Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image. - Jiawen Li 005; Qiehe Sun; Renao Yan; Yizhi Wang; Yuqiu Fu; Yani Wei; Tian Guan; Huijuan Shi; Yonghong He; Anjia Han (CoRR, 2024)

Shapley Values-Enabled Progressive Pseudo Bag Augmentation for Whole-Slide Image Classification. - Renao Yan; Qiehe Sun; Cheng Jin 003; Yiqing Liu; Yonghong He; Tian Guan; Hao Chen 011 (IEEE Trans. Medical Imaging, 2025)

Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models? - Jiawen Li 005; Jiali Hu; Qiehe Sun; Renao Yan; Minxi Ouyang; Tian Guan; Anjia Han; Chao He; Yonghong He (CoRR, 2025)