GM-UNet: GAN-Based VM-UNet Achieves Higher Accuracy. - Jiacheng Han; Jiuyun Cai; Mohan Zhu; Zijie Gao; Cong Li; Yuanyuan Miao (BESC, 2024)

PESAM: Privacy-Enhanced Segment Anything Model for Medical Image Segmentation. - Jiuyun Cai; Ke Niu 002; Yijie Pan; Wenjuan Tai; Jiacheng Han (ICIC (2), 2024)

MedMaskDiff: Mamba-Based Medical Semantic Image Synthesis for Segmentation. - Jiacheng Han; Ke Niu 002; Jiuyun Cai (ICIC (26), 2025)

SAFedHDM: Semi-asynchronous federated learning with highlight diffusion model for medical image segmentation. - Ke Niu 002; Jiuyun Cai; Xue Feng (Inf. Fusion, 2026)