Causal invariant geographic network representations with feature and structural distribution shifts

Yuhan Wang, Silu He, Qinyao Luo +4

The existing methods learn geographic network representations through deep graph neural networks (GNNs) based on the i.i.d. assumption. However, the spatial heterogeneity and tempo…