An efficient glomerular object locator for renal whole slide images using proposal-free network and dynamic scale evaluation method. - Xueyu Liu; Ming Li; Yongfei Wu; Yilin Chen; Fang Hao; Daoxiang Zhou; Chen Wang; Chuanfeng Ma; Guangze Shi 001; Xiaoshuang Zhou (AI Commun., 2021)

Multi-instance Curriculum Learning for Histopathology Image Classifications with Hard Negative Mining and Positive Augmentation. - Zihao Mi; Xueyu Liu; Jianan Zhang; Guangze Shi 001; Yidi Li; Yongfei Wu (BIBM, 2024)

Feature-Prompting GBMSeg: One-Shot Reference Guided Training-Free Prompt Engineering for Glomerular Basement Membrane Segmentation. - Xueyu Liu; Guangze Shi 001; Rui Wang; Yexin Lai; Jianan Zhang; Lele Sun; Quan Yang; Yongfei Wu; Ming Li; Weixia Han; Wen Zheng (MICCAI (9), 2024)

Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater. - Xueyu Liu; Rui Wang; Yexin Lai; Guangze Shi 001; Feixue Shao; Fang Hao; Jianan Zhang; Jia Shen; Yongfei Wu; Wen Zheng (CVPR, 2025)

Fourier Transform-Based Shape Constrained Framework for Generalizable Medical Image Segmentation. - Jia Shen; Jun Zhang 095; Xueyu Liu; Yunfei Zhang; Guangze Shi 001; Feixue Shao; Hangbei Cheng; Yongfei Wu (PRCV (13), 2025)

Segment Any Tissue: One-shot reference guided training-free automatic point prompting for medical image segmentation. - Xueyu Liu; Guangze Shi 001; Rui Wang; Yexin Lai; Jianan Zhang; Weixia Han; Min Lei; Ming Li; Xiaoshuang Zhou; Yongfei Wu; Chen Wang; Wen Zheng (Medical Image Anal., 2025)

Attack for Defense: Adversarial Agents for Point Prompt Optimization Empowering Segment Anything Model. - Xueyu Liu; Xiaoyi Zhang; Guangze Shi 001; Meilin Liu; Yexin Lai; Yongfei Wu; Mingqiang Wei (CoRR, 2025)

FMaMIL: Synergistic spatial-frequency Mamba multi-instance learning for weakly supervised pathology lesion segmentation. - Hangbei Cheng; Xiaorong Dong; Jia Shen; Guangze Shi 001; Xueyu Liu; Jianan Zhang; Xuetao Ma 001; Mingqiang Wei; Lian-Sheng Wang; Junxin Chen 001; Yongfei Wu (Pattern Recognit., 2026)

Brain-Inspired Capture: Evidence-Driven Neuromimetic Perceptual Simulation for Visual Decoding. - Feixue Shao; Guangze Shi 001; Xueyu Liu; Yongfei Wu; Mingqiang Wei; Jianan Zhang; Jianbo Lu; Guiying Yan; Weihua Yang (CoRR, 2026)