Zhipeng Deng

About Me

I am now a postdoc researcher at Westlake University working with Prof. Yefeng Zheng (IEEE&AIMBE Fellow). I received my Ph.D. degree in Science Tokyo. I obtained my M.Sc. at Hong Kong University of Science and Technology and 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

• [Mar. 2025] I passed the final defense of my Ph.D. thesis and graduated from Science Tokyo.
• [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 (5-year IF=6.7).
• [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

Services

Conference Reviewers

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

• International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI)

Journal Reviewers

• IEEE Internet of Things Journal(IoT)

• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

• IEEE Transactions on Medical Imaging (TMI)

Contact

Please feel free to contact me via email.

Address: Westlake University, Hangzhou, China.

Office Location:Yungu Campus

E-Mail: dengzhipeng[at]westlake[dot]edu[dot]cn

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