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20242026
most citedMobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks

3 citations · 3 across the 4 of their papers we have counts for

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cs.LG2025

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning

Tan Chen, Jintao Yan, Yuxuan Sun +2

Federated learning (FL) is a promising paradigm for multiple devices to cooperatively train a model. When applied in wireless networks, two issues consistently affect the performan…

cs.LG2025

Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification

Jintao Yan, Tan Chen, Yuxuan Sun +3

Asynchronous Federated Learning (AFL) enables distributed model training across multiple mobile devices, allowing each device to independently update its local model without waitin…