Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures

Jatin Chauhan, Deepak Nathani, Manohar Kaul

We propose to study the problem of few shot graph classification in graph neural networks (GNNs) to recognize unseen classes, given limited labeled graph examples. Despite several…