Multiscale Network Followed Network Model for Retinal Vessel Segmentation. - Yicheng Wu 001; Yong Xia 001; Yang Song 001; Yanning Zhang 001; Weidong Cai 001 (MICCAI (2), 2018)

Deep Classification and Segmentation Model for Vessel Extraction in Retinal Images. - Yicheng Wu 001; Yong Xia 001; Yanning Zhang 001 (PRCV (2), 2018)

Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation. - Donghao Zhang; Yang Song 001; Dongnan Liu; Chaoyi Zhang; Yicheng Wu 001; Heng Wang 007; Fan Zhang 013; Yong Xia 001; Lauren J. O'Donnell; Weidong Cai 001 (Australasian Conference on Artificial Intelligence, 2019)

Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision. - Yicheng Wu 001; Yong Xia 001; Yang Song 001; Donghao Zhang; Dongnan Liu; Chaoyi Zhang; Weidong Cai 001 (MICCAI (1), 2019)

Retinal Image Quality Assessment via Specific Structures Segmentation. - Xinqiang Zhou; Yicheng Wu 001; Yong Xia 001 (OMIA@MICCAI, 2020)

Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation. - Yicheng Wu 001; Chengwei Pan; Shuqi Wang; Ming Zhang 004; Yong Xia 001; Yizhou Yu (CoRR, 2020)

NFN＋: A novel network followed network for retinal vessel segmentation. - Yicheng Wu 001; Yong Xia 001; Yang Song 001; Yanning Zhang 001; Weidong Cai 001 (Neural Networks, 2020)

Semi-supervised Left Atrium Segmentation with Mutual Consistency Training. - Yicheng Wu 001; Minfeng Xu; Zongyuan Ge; Jianfei Cai 001; Lei Zhang 095 (MICCAI (2), 2021)

Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation. - Yicheng Wu 001; Zongyuan Ge; Donghao Zhang; Minfeng Xu; Lei Zhang 095; Yong Xia 001; Jianfei Cai 001 (CoRR, 2021)

ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. - Hengcan Shi; Munawar Hayat; Yicheng Wu 001; Jianfei Cai 001 (CVPR, 2022)

Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation. - Zhonghua Wu; Yicheng Wu 001; Guosheng Lin; Jianfei Cai 001; Chen Qian (ECCV (31), 2022)

Flexible Sampling for Long-Tailed Skin Lesion Classification. - Lie Ju; Yicheng Wu 001; Lin Wang 027; Zhen Yu; Xin Zhao; Xin Wang 094; C. Paul Bonnington; Zongyuan Ge (MICCAI (3), 2022)

Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation. - Yicheng Wu 001; Zhonghua Wu; Qianyi Wu; Zongyuan Ge; Jianfei Cai 001 (MICCAI (5), 2022)

Mutual consistency learning for semi-supervised medical image segmentation. - Yicheng Wu 001; Zongyuan Ge; Donghao Zhang; Minfeng Xu; Lei Zhang 095; Yong Xia 001; Jianfei Cai 001 (Medical Image Anal., 2022)

MFI-Net: Multiscale Feature Interaction Network for Retinal Vessel Segmentation. - Yiwen Ye; Chengwei Pan; Yicheng Wu 001; Shuqi Wang; Yong Xia 001 (IEEE J. Biomed. Health Informatics, 2022)

CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation. - Yicheng Wu 001; Zhonghua Wu; Hengcan Shi; Bjoern Picker; Winston Chong; Jianfei Cai 001 (MICCAI (8), 2023)

Towards Open-Scenario Semi-supervised Medical Image Classification. - Lie Ju; Yicheng Wu 001; Wei Feng 015; Zhen Yu; Lin Wang 027; Zhuoting Zhu; Zongyuan Ge (CoRR, 2023)

Diversified and Personalized Multi-Rater Medical Image Segmentation. - Yicheng Wu 001; Xiangde Luo; Zhe Xu; Xiaoqing Guo; Lie Ju; Zongyuan Ge; Wenjun Liao; Jianfei Cai 001 (CVPR, 2024)

Universal Semi-supervised Learning for Medical Image Classification. - Lie Ju; Yicheng Wu 001; Wei Feng 015; Zhen Yu; Lin Wang 027; Zhuoting Zhu; Zongyuan Ge (MICCAI (12), 2024)

Dataset, Challenge, and Evaluation for Tumor Segmentation Variability. - Yicheng Wu 001; Yutong Xie 001; Xiangde Luo; Qi Wu 001; Jianfei Cai 001 (ACM Multimedia, 2024)

Cross Group Attention and Group-wise Rolling for Multimodal Medical Image Synthesis. - Tao Song 002; Yicheng Wu 001; Minhao Hu; Xiangde Luo; Linda Wei; Guotai Wang; Yi Guo 002; Feng Xu; Shaoting Zhang 001 (CoRR, 2024)

Cycle-Consistent Bridge Diffusion Model for Accelerated MRI Reconstruction. - Tao Song 002; Yicheng Wu 001; Minhao Hu; Xiangde Luo; Guoting Luo; Guotai Wang; Yi Guo 002; Feng Xu; Shaoting Zhang 001 (CoRR, 2024)

Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation. - Zhonghua Wu; Yicheng Wu 001; Guosheng Lin; Jianfei Cai 001 (Int. J. Comput. Vis., 2024)

CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes. - Yicheng Wu 001; Tao Song 002; Zhonghua Wu; Zongyuan Ge; Zhaolin Chen; Jianfei Cai 001 (CoRR, 2025)

SAM-aware Test-time Adaptation for Universal Medical Image Segmentation. - Jianghao Wu 007; Yicheng Wu 001; Yutong Xie 001; Wenjia Bai; You Zhang; Feilong Tang; Yulong Li; Yasmeen George; Imran Razzak (CoRR, 2025)

Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation. - Qingjie Zeng; Yutong Xie 001; Zilin Lu; Mengkang Lu; Yicheng Wu 001; Yong Xia 001 (IEEE Trans. Medical Imaging, 2025)