Selected Publications

1. MedIA 2026

   FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation

   Zhipeng Deng, Zhe Xu, Tsuyoshi Isshiki, Yefeng Zheng

   Medical Image Analysis

   PDF Code CAS Q1 / JCR Q1 / IF=11.8
2. MICCAI 2024

   Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging

   Zhipeng Deng, Luyang Luo, Hao Chen

   The 27th International Conference on Medical Image Computing and Computer-Assisted Intervention

   PDF Code Early Accept (11%)
3. MICCAI 2023

   Scale Federated Learning for Label Set Mismatch in Medical Image Classification

   Zhipeng Deng, Luyang Luo, Hao Chen

   The 26th International Conference on Medical Image Computing and Computer-Assisted Intervention

   PDF Code Page Early Accept (14%)

Journal

1. Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification

   Zhipeng Deng, Yuqiao Yang, Kenji Suzuki

   Journal of Investigative Dermatology (JID 2024)

   PDF Page CAS Q2 / JCR Q1 / IF=5.7

Conference

1. Step-CoT: Stepwise Visual Chain-of-Thought for Medical Visual Question Answering

   Lin Fan, Yafei Ou, Zhipeng Deng, Pengyu Dai, Hou Chongxian, Jiale Yan, Yaqian Li, Kaiwen Long, Xun Gong, Masayuki Ikebe, Yefeng Zheng

   Findings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026 Findings)

   PDF Page CVPR 2026 Findings
2. VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption

   Xinyao Liu, Zhipeng Deng , Wenhan Jiang, Haolin Wang, Xun Lin, Yafei Ou, Yefeng Zheng

   The 29th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2026)

   PDF Code Page Early Accept (~9%)
3. Test-Time Adaptation for ECG Classification via SQI-Gated Self-Training and Beat-Rhythm Consistency

   Wenhan Jiang, Zhipeng Deng , Jiale Zhou, Haolin Wang, Yafei Ou, Yefeng Zheng

   The 29th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2026)

   Accepted
4. FedAL: An Federated Active Learning Framework for Efficient Labeling in Skin Lesion Analysis

   Zhipeng Deng, Yuqiao Yang, Ze Jin, Kenji Suzuki

   2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022)

   PDF Oral Presentation

Preprint

1. VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation

   Zhipeng Deng, Jiale Zhou, Wenhan Jiang, Haolin Wang, Xun Lin, Yafei Ou, Yefeng Zheng

   arXiv preprint (arXiv 2026)

   PDF Code Page Preprint