Discrepancy-Induced Cross-Subnet Interaction Network for Semi-Supervised Medical Image Segmentation. - Chenqi Wang; Kaiwen Huang 002; Chijin Yu; Yizhe Zhang 001; Tao Zhou 002 (ISBI, 2025)

Text-Driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation. - Kaiwen Huang 002; Yi Zhou 007; Huazhu Fu; Yizhe Zhang 001; Chen Gong 002; Tao Zhou 002 (MICCAI (5), 2025)

SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. - Xiangde Luo; Jia Fu; Yunxin Zhong; Shuolin Liu; Bing Han; Mehdi Astaraki; Simone Bendazzoli; Iuliana Toma-Dasu; Yiwen Ye; Ziyang Chen 003; Yong Xia 001; Yanzhou Su; et al. (Medical Image Anal., 2025)

Uncertainty-Aware Cross-Training for Semi-Supervised Medical Image Segmentation. - Kaiwen Huang 002; Tao Zhou 002; Huazhu Fu; Yizhe Zhang 001; Yi Zhou 007; Xiaojun Wu 001 (IEEE Trans. Image Process., 2025)

A survey on deep learning for polyp segmentation: techniques, challenges and future trends. - Jiaxin Mei; Tao Zhou 002; Kaiwen Huang 002; Yizhe Zhang 001; Yi Zhou 007; Ye Wu 001; Huazhu Fu (Vis. Intell., 2025)

Learnable Prompting SAM-Induced Knowledge Distillation for Semi-Supervised Medical Image Segmentation. - Kaiwen Huang 002; Tao Zhou 002; Huazhu Fu; Yizhe Zhang 001; Yi Zhou 007; Chen Gong 002; Dong Liang 001 (IEEE Trans. Medical Imaging, 2025)

Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation. - Kaiwen Huang 002; Tao Zhou 002; Huazhu Fu; Yizhe Zhang 001; Yi Zhou 007; Xiao-Jun Wu (CoRR, 2025)

Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation. - Kaiwen Huang 002; Yizhe Zhang 001; Yi Zhou 007; Tianyang Xu 001; Tao Zhou 002 (AAAI, 2026)

Uncertainty-Guided Prototype Reliability Enhancement Network for Few-Shot Medical Image Segmentation. - Junfei Hu; Tao Zhou 002; Kaiwen Huang 002; Yi Zhou 007; Haofeng Zhang 001; Boqiang Fan; Huazhu Fu (IEEE Trans. Medical Imaging, 2026)

SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation. - Kaiwen Huang 002; Yi Zhou 007; Yizhe Zhang 001; Jingxiong Li; Tao Zhou 002 (CoRR, 2026)

Cross-sample Consistency Learning for Semi-supervised Medical Image Segmentation. - Tao Zhou 002; Yunqi Gu; Kaiwen Huang 002; Huazhu Fu; Xiao-jun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2026)