We propose a test-time adaptation method to identify and remove non-causal features.

This paper provides an insightful finding that satellite imagery can profile urban regions to support OD flow generation, and proposes GlODGen, a data generator that generates OD flows for any city given only its boundaries.

A novel time-aware data sharing framework that fairly decides and distributes model rewards to participating parties based on their value of data and time of participation to satisfy incentives.