Keqing Du

ST-HHOL: Spatio-Temporal Hierarchical Hypergraph Online Learning for Crime Prediction

Crime prediction is a critical yet challenging task in urban spatio-temporal forecasting. Sparse crime records alone are insufficient to capture latent high-order patterns shaped by heterogeneous contextual factors with spatial and criminal specificity, while high non-stationarity renders conventio…