2026
METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes
AAAI 2026technical
Accurate modeling of temporal point processes is critical for reliable event forecasting and informed decision-making. While historical event sequences provide a foundation for intensity estimation, existing approaches often neglect external covariates whose lagged effects impact future intensities