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Paper · arXiv

On Counting Graphs for Modal Logic with Counting

In this paper, we study the theoretical computational complexity of counting trees and graphs that are classified positively by a graph neural networks, or said equivalently that satisfy a given formula of modal logic with counting. We also study convergence.

AuthorsAvijeet Ghosh, François Schwarzentruber
Primary categorycs.AI
Published19 October 2026
Last updated at source19 October 2026
cs.AIcs.LO
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