Report-Guided Cross-Modal Representation Learning for Predicting EGFR Mutations by Whole Slide Image. - Qi Qiao; Jun Shi 006; Zhiguo Jiang 001; Wei Wang 380; Haibo Wu; Yushan Zheng (BIBM, 2024)

Leveraging IHC Staining to Prompt HER2 Status Prediction from HE-Stained Histopathology Whole Slide Images. - Yuping Wang; Dongdong Sun; Jun Shi 006; Wei Wang 380; Zhi-Guo Jiang 001; Haibo Wu; Yushan Zheng (MLMI@MICCAI (1), 2024)

Masked hypergraph learning for weakly supervised histopathology whole slide image classification. - Jun Shi 006; Tong Shu; Kun Wu 010; Zhiguo Jiang 001; Liping Zheng; Wei Wang 380; Haibo Wu; Yushan Zheng (Comput. Methods Programs Biomed., 2024)

Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis. - Jun Shi 006; Tong Shu; Zhiguo Jiang 001; Wei Wang 380; Haibo Wu; Yushan Zheng (CoRR, 2024)

Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis. - Kunming Tang; Zhiguo Jiang 001; Jun Shi 006; Wei Wang 380; Haibo Wu; Yushan Zheng (AAAI, 2025)

Weakly supervised multi-modal contrastive learning framework for predicting the HER2 scores in breast cancer. - Jun Shi 006; Dongdong Sun; Zhiguo Jiang 001; Jun Du; Wei Wang 380; Yushan Zheng; Haibo Wu (Comput. Medical Imaging Graph., 2025)

Positional encoding-guided transformer-based multiple instance learning for histopathology whole slide images classification. - Jun Shi 006; Dongdong Sun; Kun Wu 010; Zhiguo Jiang 001; Xue Kong; Wei Wang 380; Haibo Wu; Yushan Zheng (Comput. Methods Programs Biomed., 2025)

Partial-Label Contrastive Representation Learning for Fine-Grained Biomarkers Prediction From Histopathology Whole Slide Images. - Yushan Zheng; Kun Wu 010; Jun Li 106; Kunming Tang; Jun Shi 006; Haibo Wu; Zhiguo Jiang 001; Wei Wang 380 (IEEE J. Biomed. Health Informatics, 2025)

Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification. - Kunming Tang; Zhiguo Jiang 001; Kun Wu 010; Jun Shi 006; Fengying Xie; Wei Wang 380; Haibo Wu; Yushan Zheng (IEEE Trans. Medical Imaging, 2025)

Pan-Cancer Histopathology WSI Pre-Training With Position-Aware Masked Autoencoder. - Kun Wu 010; Zhiguo Jiang 001; Kunming Tang; Jun Shi 006; Fengying Xie; Wei Wang 380; Haibo Wu; Yushan Zheng (IEEE Trans. Medical Imaging, 2025)