2 papers
cs.LG2022
Time-triggered Federated Learning over Wireless Networks
Xiaokang Zhou, Yansha Deng, Huiyun Xia +2
The newly emerging federated learning (FL) framework offers a new way to train machine learning models in a privacy-preserving manner. However, traditional FL algorithms are based…
cs.IT2022
Weighted Sum-Rate Maximization for Rate-Splitting Multiple Access Based Secure Communication
Huiyun Xia, Yijie Mao, Bruno Clerckx +3
As investigations on physical layer security evolve from point-to-point systems to multi-user scenarios, multi-user interference (MUI) is introduced and becomes an unavoidable issu…