2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.NI2024★ 2 cited
Fast Adaptation for Deep Learning-based Wireless Communications
Ouya Wang, Hengtao He, Shenglong Zhou +4
The integration with artificial intelligence (AI) is recognized as one of the six usage scenarios in next-generation wireless communications. However, several critical challenges h…
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.IT2022
Learn to Adapt to New Environment from Past Experience and Few Pilot
Ouya Wang, Jiabao Gao, Geoffrey Ye Li
In recent years, deep learning has been widely applied in communications and achieved remarkable performance improvement. Most of the existing works are based on data-driven deep l…