Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation

Joonhyung Park, Hajin Shim, Eunho Yang

Graph-structured datasets usually have irregular graph sizes and connectivities, rendering the use of recent data augmentation techniques, such as Mixup, difficult. To tackle this…