Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocks

Minho Lee, Yun Young Choi, Sun Woo Park +3

Graph Neural Networks (GNNs) and Transformer-based models have been increasingly adopted to learn the complex vector representations of spatio-temporal graphs, capturing intricate…