2 citations · 5 across the 8 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.DC2023★ 1 cited
New Environment Adaptation with Few Shots for OFDM Receiver and mmWave Beamforming
Ouya Wang, Shenglong Zhou, Geoffrey Ye Li
Few-shot learning (FSL) enables adaptation to new tasks with only limited training data. In wireless communications, channel environments can vary drastically; therefore, FSL techn…
cs.LG2023★ 2 cited
Federated Reinforcement Learning for Resource Allocation in V2X Networks
Kaidi Xu, Shenglong Zhou, Geoffrey Ye Li
Resource allocation significantly impacts the performance of vehicle-to-everything (V2X) networks. Most existing algorithms for resource allocation are based on optimization or mac…