Abstract: In this paper, we study the generalization capabilities ... This generalization gap ensures that the GNN trained on a graph on a set of sampled points can be utilized to process other unseen ...

One of the most advanced fields of science is “graph theory,” which plays a vital role in the ... Specifically, circuits with a few layers in their structure are simpler to produce. Planar graphs ...