2 papers
cs.LG2025
Decentralized Contextual Bandits with Network Adaptivity
Chuyun Deng, Huiwen Jia
We consider contextual linear bandits over networks, a class of sequential decision-making problems where learning occurs simultaneously across multiple locations and the reward di…
cs.CV2025
MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements
Chuyun Deng, Na Liu, Wei Xie +2
Radio maps reflect the spatial distribution of signal strength and are essential for applications like smart cities, IoT, and wireless network planning. However, reconstructing acc…