2 papers
cs.DC2026
Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless Communication Networks
Yahao Ding, Yinchao Yang, Jiaxiang Wang +3
In this paper, we investigate a problem of minimizing total energy consumption for secure federated learning (FL) over wireless edge networks. To address the high computational cos…
cs.IT2026
Cross-Domain Federated Semantic Communication with Global Representation Alignment and Domain-Aware Aggregation
Loc X. Nguyen, Ji Su Yoon, Huy Q. Le +7
Semantic communication can significantly improve bandwidth utilization in wireless systems by exploiting the meaning behind raw data. However, the advancements achieved through sem…