Jie ZHANG (张婕)

Postdoctoral Fellow

Department of Computing (COMP)
Faculty of Engineering
The Hong Kong Polytechnic University

Office:VA 322, Shaw Amenities Building, PolyU, Kowloon, Hong Kong SAR.
Email:[jie-comp.zhang AT polyu.edu.hk]
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Short Bio

Jie ZHANG is currently a Post-doctoral Fellow in the Department of Computing at Hong Kong Polytechnic University (香港理工大学), Hong Kong SAR, China, where she received her Ph.D. degree in 2022, supervised by Prof. Song Guo, Fellow of IEEE. Before that, she received the B.E. and M.E. degree from China University of Geosciences (中国地质大学), Wuhan, China, supervised by Prof. Deze Zeng.

Her research interest broadly lies in the areas of edge computing, federated learning, distributed AI systems and foundation models. Some specific topics such as heterogeneous training, personalization for federated learning, and inference acceleration for pre-trained large models are highly involved.

Working Experience

Education Background

Publications

Conference Papers

(Note: "*" indicates equal contribution (co-first authors),"†" marks the corresponding authors.)

Journal Papers

Teaching Experience

Academic Service

PC Member / Journal Reviewer

Selected Honors

Sponsors

I sincerely thank these sponsors for providing financial support for my research:


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