Zhipeng Deng

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

Services

Conference Reviewers

• IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2022-2023

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: 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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