HURST: Heterogeneity-Adaptive Urban Foundation Models for Spatiotemporal Prediction via Self-Partitional Mixture-of-Spatial-Experts
HURST is a Heterogeneity-Adaptive URban Foundation Model for Spatio-Temporal Prediction that is capable of capturing the spatial pattern of heterogeneity underlying the urban setting to enhance the UFM's performance and presents two key technical innovations.