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Escaping Oversquashing: Addressable and Support-Aware Global Memory for Message Passing Networks.

arXiv:2608.02709v2 Announce Type: replace-cross Abstract: Virtual nodes are a natural tool against oversquashing: they replace long message-passing paths by a two-hop global route. But when many nodes share one global state, that shortcut can become a bottlene

arXiv cs.AIResearch source·