Research Interests
Visitors
Hi! I am Jian Tang (Chinese: 唐健), a PhD student in the School of Computing Technologies at RMIT University, supervised by Dr. Xiaoyu (Shaw) Xia and Dr. Jer Shyuan Ng.
Prior to this, I received my M.Eng. degree from the School of Big Data & Software Engineering at Chongqing University in June 2025 under the supervision of Prof. Xiuhua Li, and my B.S. degree from Hunan University of Technology and Business in June 2022.
My research focuses broadly on federated learning, edge intelligence, and system security, with particular emphasis on privacy protection mechanisms, security coordination, and efficiency optimization. Any form of collaboration is welcome; if you are interested in my research, please feel free to contact me via email.
News
Our paper, “Accelerating Federated Learning under Client Dropout via Joint Bandwidth Allocation and Prototype Fine-Tuning in Mobile Edge Computing Networks,” has been accepted for publication in IEEE TMC.
I have received funding from the AWS RMAS Program.
I have been invited to serve as a reviewer for IEEE TMC. I am honored and excited to contribute to the community.
I have received an offer of admission to the PhD program and the RMIT Research Stipend Scholarship from RMIT University. Many thanks to Dr. Xia for the support.
Our paper, “Group-based Federated Learning with Cost-efficient Sampling Mechanism in Mobile Edge Computing Networks,” has been accepted for publication in IEEE TMC.
I have received my master’s degree from Chongqing University.
Our paper, “Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks,” has been accepted for publication in IEEE TMC.
Our paper, “Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks,” has been accepted for presentation at IEEE ICC 2024.
Selected Publications
View All →Group-based Federated Learning with Cost-efficient Sampling Mechanism in Mobile Edge Computing Networks
Jian Tang, Xiuhua Li, Guozeng Xu, Penghua Li, Xiaofei Wang, Victor C. M. Leung
Contact
Email is the best way to reach me. I welcome messages about research, collaboration, or shared interests: kt4ngw@gmail.com.