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
DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework
Xintong Wang, Haihan Nan, Ruidong Li +1
Accurately predicting spatio-temporal network traffic is essential for dynamically managing computing resources in modern communication systems and minimizing energy consumption. A…