2 papers
cs.NI2025
WiLLM: an Open Framework for LLM Services over Wireless Systems
Boyi Liu, Yongguang Lu, Jianguo Zhao +5
Large Language Model (LLM) services fundamentally differ from traditional Deep Neural Network (DNN) applications in wireless networks. We identify three critical distinctions: (1)…
cs.LG2024
Mobility-Aware Federated Learning: Multi-Armed Bandit Based Selection in Vehicular Network
Haoyu Tu, Lin Chen, Zuguang Li +2
In this paper, we study a vehicle selection problem for federated learning (FL) over vehicular networks. Specifically, we design a mobility-aware vehicular federated learning (MAVF…