Stable Diffusion Segmentation for Biomedical Images with Single-Step Reverse Process. - Tianyu Lin; Zhiguang Chen 001; Zhonghao Yan; Weijiang Yu; Fudan Zheng (MICCAI (8), 2024)

PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation. - Zhonghao Yan; Zijin Yin; Tianyu Lin; Xiangzhu Zeng; Kongming Liang; Zhanyu Ma (ISBI, 2025)

VDOR: A Video-based Dataset for Object Removal via Sequence Consistency. - Runpu Wei; Shuo Zhang; Zhonghao Yan; Zijin Yin; Xueyi Wang; Kongming Liang; Zhanyu Ma (CoRR, 2025)

Trade-offs in Image Generation: How Do Different Dimensions Interact? - Sicheng Zhang; Binzhu Xie; Zhonghao Yan; Yuli Zhang; Donghao Zhou; Xiaofei Chen; Shi Qiu; Jiaqi Liu; Guoyang Xie; Zhichao Lu (CoRR, 2025)