About Me
I am now a Ph.D. student in Science Tokyo (formerly Tokyo Tech, renamed after merging with Tokyo Medical and Dental University in October 2024). I got my M.Sc. at Hong Kong University of Science and Technology. Prior to that, I obtained my bachelor’s degree from Wuhan University of Technology.
Research Interests
- Computer Vision: Image Classification and Segmentation
- Machine Learning: Semi-Supervised Learning, Federated Learning, and Self-Supervised Learning
News
- [Sep. 2024] Our contributed book Chapter “Decentralized Diagnostics: The Role of Federated Learning in Modern Medical Imaging” in the book “Advances in Intelligent Disease Diagnosis and Treatment”, has been published.
- [May. 2024] Our paper about Federated Client Unlearning is early accepted by MICCAI 2024.
- [May. 2024] Our paper about Federated Active Learning is accepted by Journal of Investigative Dermatology (IF=6.5).
- [May. 2023] Our paper about Federated Learning for Label Set Mismatch is early accepted by MICCAI 2023.
- [April. 2023] Our paper about Dose Reduction in Digital Breast Tomosynthesis is accepted by IEEE EMBC 2023.
Publications
Journal
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JID
Zhipeng Deng, Yuqiao Yang, Kenji Suzuki
Journal of Investigative Dermatology
Conference
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MICCAI 2024
Zhipeng Deng, Luyang Luo, Hao Chen
The 27th International Conference on Medical Image Computing and Computer-Assisted Intervention
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MICCAI 2023
Zhipeng Deng, Luyang Luo, Hao Chen
The 26th International Conference on Medical Image Computing and Computer-Assisted Intervention
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EMBC 2023
Zhipeng Deng, Ze Jin, Kenji Suzuki
2023 IEEE Engineering in Medicine and Biology Society.
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SMC 2022
Zhipeng Deng, Yuqiao Yang, Ze Jin, Kenji Suzuki
2022 IEEE International Conference on Systems, Man, and Cybernetics
Services
Conference Reviewers
Journal Reviewers
Please feel free to contact me via email.
Address: 2-12-1, Ookayama, Meguro-ku, Tokyo 152-8550, Japan
Office Location: South Building No.3 514, Ookayama Campus
E-Mail: deng.z.aa[at]m.titech.ac.jp
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