2 papers
eess.SP2026
CGFormer: A Cross-Attention Based Grid-Free Transformer for Radio Map Estimation
Haihan Nan, Emmanuel Obeng Frimpong, Zhi Tian +2
Radio map estimation (RME), which predicts wireless signal metrics at unmeasured locations from sparse measurements, has attracted growing attention as a key enabler of intelligent…
cs.LG2025
Multi-Worker Selection based Distributed Swarm Learning for Edge IoT with Non-i.i.d. Data
Zhuoyu Yao, Yue Wang, Songyang Zhang +3
Recent advances in distributed swarm learning (DSL) offer a promising paradigm for edge Internet of Things. Such advancements enhance data privacy, communication efficiency, energy…