Local Virtual Nodes for Alleviating Over-Squashing in Graph Neural Networks

Tuğrul Hasan Karabulut, İnci M. Baytaş

Over-squashing is a challenge in training graph neural networks for tasks involving long-range dependencies. In such tasks, a GNN's receptive field should be large enough to enable…