Kaiming Wang

TEN-DM: Topology-Enhanced Diffusion Model for Spatio-Temporal Event Prediction

Spatio-temporal point process (STPP) data appear in many domains. A natural way to model them is to describe how the instantaneous event rate varies over space and time given the observed history which enables interpretation, interaction detection, and forecasting. Traditional parametric kernel-base…