2025
AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification
AAAI 2025technical
Mixup is a data augmentation technique that enhances model generalization by interpolating between data points using a mixing ratio lambda in the image domain. Recently, the concept of mixup has been adapted to the graph domain through node-centric interpolations. However, these approaches often fai…