2026
MODERN STRUCTURE-AWARE SIMPLICIAL SPATIOTEMPORAL NEURAL NETWORK
ICASSP 2026oral
Spatiotemporal modeling has evolved beyond simple time series analysis to become fundamental in structural time series analysis. While current research extensively employs graph neural networks (GNNs) for spatial feature extraction with notable success, these networks are limited to capturing only p…