Z. Niu

On the Impact of Mobility in Asynchronous Federated Learning over Device-to-Device Networks

J. Yan

• Jan 1, 2025 • 1 min read

Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification

J. Yan

• Jan 1, 2025 • 1 min read

Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks

T. Chen

• Jan 1, 2025 • 1 min read

Joint Optimization of Offloading, Batching and DVFS for Multiuser Co-Inference

Yaodan Xu

• Jan 1, 2025 • 1 min read

FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learning

Y. Bai

• Jan 1, 2025 • 1 min read

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning

T. Chen

• Jan 1, 2025 • 1 min read

AEPHORA: AI/ML-Based Energy-Efficient Proactive Handover and Resource Allocation

B. Xie

• Jan 1, 2025 • 1 min read

Learning-Assisted User Scheduling and Beamforming for mmWave Vehicular Networks

B. Xie

• Aug 1, 2024 • 1 min read

Data-heterogeneous hierarchical federated learning with mobility

T. Chen

• Sep 1, 2023 • 1 min read

Hierarchical Federated Learning: Architecture, Challenges, and Its Implementation in Vehicular Networks

J. Yan

• Mar 1, 2023 • 1 min read