About
Here is Jian Tang.
I am a current M.S. student in the School of Big Data & Software at Chongqing University, Chongqing, China, supervised by Prof. Xiuhua Li.
Prior to Chongqing University, I received my B. S. degree in engineering in June 2022 from Hunan University of Technology and Business.
Any form of collaboration is welcome, so if you are interested in my research, please email me.
News
Our paper about client sampling for federated learning has been accepted by IEEE TMC.
I received the master degree from Chongqing University. Happy!!!
I was honored to be asked to be a reviewer for International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR).
Our paper about client selection and bandwidth allocation for federated learning has been accepted by IEEE TMC.
I was honored to be asked to be a reviewer for IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN).
Selected Publications
View All →Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks
Jian Tang, Xiuhua Li, Hui Li, Penghua Li, Xiaofei Wang, Victor C. M. Leung
IEEE Trans. Mobile Comput.
This paper proposes a joint class-balanced client selection and bandwidth allocation scheme to minimize the overall cost of federated learning in mobile edge computing networks while ensuring model performance.
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
IEEE Trans. Mob. Comput.
10.1109/TMC.2025.3608024