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

Swin Transformer based detection and segmentation networks for measurement and quantification analysis of arteriolar vessels from renal whole slide images. - Chenyang Zhou; Xueyu Liu; Shaohua Liang; Yexin Lai; Miao Che; Ming Li; Zhenhuan Xu; Shu Feng; Yongfei Wu (Biomed. Signal Process. Control., 2024)

Transformer based multiple superpixel-instance learning for weakly supervised segmenting lesions of interstitial lung disease. - Yexin Lai; Xueyu Liu; Linning E; Yujing Cheng; Shuyan Liu; Yongfei Wu; Wen Zheng (Expert Syst. Appl., 2024)

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

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

Deep Reinforcement Learning Driven Weakly Supervised Lesion Segmentation in Lung CT Sequence Images. - Yexin Lai; Xueyu Liu; Xinyi Liang; Chenyang Rong; Yongfei Wu; Wen Zheng (IEEE Trans. Instrum. Meas., 2025)

MSMTSeg: Multi-Stained Multi-Tissue Segmentation of Kidney Histology Images via Generative Self-Supervised Meta-Learning Framework. - Xueyu Liu; Rui Wang; Yexin Lai; Yongfei Wu; Hangbei Cheng; Yuanyue Lu; Jianan Zhang; Ning Hao; Chenglong Ban; Yanru Wang; Shuqin Tang; Yuxuan Yang; et al. (IEEE J. Biomed. Health Informatics, 2025)