2 papers
cs.IT2025
Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation
Zihao Hu, Jia Yan, Ying-Jun Angela Zhang
The ever-growing learning model size nowadays challenges the communication efficiency and privacy preservation of the traditional federated learning (FL). In this paper, we propose…
eess.SP2025
Optimal Transceiver Design in Over-the-Air Federated Distillation
Zihao Hu, Jia Yan, Ying-Jun Angela Zhang +2
The rapid proliferation and growth of artificial intelligence (AI) has led to the development of federated learning (FL). FL allows wireless devices (WDs) to cooperatively learn by…