1 citations · 1 across the 4 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.NI2026
Learning Graph Beliefs for Active Radio Mapping With Decision-Certified Multi-Step Sensing
Wangqian Chen, Hao Wang, Yumeng Zhang +3
Radio maps provide essential wireless propagation knowledge for network optimization and autonomous platforms. Acquiring dense measurements, however, is prohibitively costly, requi…
cs.LG2026
GPARA: Graph-Posterior-Aligned Refinement and Active Acquisition for Grounding Diffusion Priors
Wangqian Chen, Hao Wang, Yumeng Zhang +3
Active grounding of a frozen diffusion prior requires jointly determining where new measurements should be taken and how they should be used to refine the current reconstruction. P…