Enhancing Node Representations for Real-World Complex Networks with Topological Augmentation

Xiangyu Zhao, Zehui Li, Mingzhu Shen +3

Graph augmentation methods play a crucial role in improving the performance and enhancing generalisation capabilities in Graph Neural Networks (GNNs). Existing graph augmentation m…