Learning spatial-temporal feature with graph product

Zhuo Tan, Yifan Zhu, Bin Liu

Abstract: Highlights•Introduces a new spatial-temporal graph product convolutional framework.•Unifies various existing approaches to spatial-temporal graph learning.•Captures multi-scale spatial-temporal features that were previously neglected.•Achieves better performance in capturing complex spatial-temporal patterns in two real-world applications.