Subgraph Generation for Generalizing on Out-of-Distribution Links

Jay Revolinsky, Harry Shomer, Jiliang Tang

Graphs Neural Networks (GNNs) demonstrate high-performance on the link prediction (LP) task. However, these models often rely on all dataset samples being drawn from the same distr…