When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting?

Xu Liu, Yuxuan Liang, Chao Huang +3

Deep learning models are modern tools for spatio-temporal graph (STG) forecasting. Though successful, we argue that data scarcity is a key factor limiting their recent improvements…