On the Equivalence Between Temporal and Static Graph Representations for Observational Predictions

Jianfei Gao, Bruno Ribeiro

This work formalizes the associational task of predicting node attribute evolution in temporal graphs from the perspective of learning equivariant representations. We show that nod…