Graph Hierarchical Recurrence for Long-Range Generalization.

arXiv:2605.18387v2 Announce Type: replace-cross Abstract: Graph Neural Networks and Graph Transformers have become central to graph learning, combining expressive representation learning with sample-efficient inductive biases. Yet they remain fundamentally lim