| 2025 | MICCAI | Dynamic Gradient Sparsification Training for Few-Shot Fine-Tuning of CT Lymph Node Segmentation Foundation Model. | Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo |
| 2025 | MICCAI | ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-Instance Annotation. | Litingyu Wang, Ping Ye, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models. | Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | TEGDA: Test-Time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation. | Yubo Zhou, Jianghao Wu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2024 | AAAI | DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection. | Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang |
| 2024 | ACL | Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. | Zixia Jia, Junpeng Li, Shichuan Zhang, Anji Liu, Zilong Zheng |
| 2024 | ICASSP | HLS-FGVC: Hierarchical Label Semantics Enhanced Fine-Grained Visual Classification. | Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Lin Yang |
| 2024 | MICCAI | Head and Neck Tumor Segmentation of MRI from Pre- and Mid-Radiotherapy with Pre-Training, Data Augmentation and Dual Flow UNet. | Litingyu Wang, Wenjun Liao, Shichuan Zhang, Guotai Wang |
| 2023 | MICCAI | Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. | Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang |
| 2023 | MICCAI | Scribble-Based 3D Multiple Abdominal Organ Segmentation via Triple-Branch Multi-Dilated Network with Pixel- and Class-Wise Consistency. | Meng Han, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2022 | MICCAI | End-to-End Cell Recognition by Point Annotation. | Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang |
| 2021 | MICCAI | Generalizing Nucleus Recognition Model in Multi-source Ki67 Immunohistochemistry Stained Images via Domain-Specific Pruning. | Jiatong Cai, Chenglu Zhu, Can Cui, Honglin Li, Tong Wu, Shichuan Zhang, Lin Yang |
| 2021 | MICCAI | Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images. | Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Shichuan Zhang, Guotai Wang |
| 2021 | MICCAI | Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency. | Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang |
| 2019 | MICCAI | DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. | Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang |