Mini-Batch Class Composition Bias in Link Prediction

Kieran Maguire, Srinandan Dasmahapatra

Prior work on node classification has shown that Graph Neural Networks (GNNs) can learn representations that transfer across graphs, when underlying graph properties are shared. Fo…