Jiadong Ren

StrucFormer: Structural Prior Guided Transformer for Mobile Crowdsensing Data Inference

The inherent constraint of the "human-in-the-loop" sensing mechanism, imposes mobile crowdsensing with high dynamics and uncertainty, ultimately leading to the issue of incomplete data collection. Current data inference solutions in mobile crowdsensing can be broadly categorized as low-rank models a…