Publications

A collection of my research work.

† Equal contribution. * Corresponding author(s).

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Accelerating Federated Learning under Client Dropout via Joint Bandwidth Allocation and Prototype Fine-Tuning in Mobile Edge Computing Networks

Accelerating Federated Learning under Client Dropout via Joint Bandwidth Allocation and Prototype Fine-Tuning in Mobile Edge Computing Networks

Jian Tang†, Luxi Cheng†, Xiuhua Li, Xiaofei Wang, Derrick Wing Kwan Ng, Victor C. M. Leung

IEEE Transactions on Mobile Computing · 2026

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Group-based Federated Learning with Cost-efficient Sampling Mechanism in Mobile Edge Computing Networks

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 Transactions on Mobile Computing · 2026

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Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks

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 Transactions on Mobile Computing · 2025

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Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks

Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks

Jian Tang, Xiuhua Li, Hui Li, Min Xiong, Xiaofei Wang, Victor C. M. Leung

IEEE International Conference on Communications · 2024

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