Subgraph Isomorphism Meets Cutting Planes: Solving With Certified Solutions

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Modern subgraph isomorphism solvers carry out sophisticated reasoning using graph invariants such as degree sequences and path counts. We show that all of this reasoning can be justified compactly using the cutting planes proofs studied in complexity theory. This allows us to extend a state of the art subgraph isomorphism enumeration solver with proof logging support, so that the solutions it outputs may be audited and verified for correctness and completeness by a simple third party tool which knows nothing about graph theory.
Original languageEnglish
Title of host publicationProceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI '20)
Number of pages7
PublisherInternational Joint Conferences on Artificial Intelligence
Publication date1 Jul 2020
Pages1134-1140
DOIs
Publication statusPublished - 1 Jul 2020
Event29th International Joint Conference on Artificial Intelligence (IJCAI-20) - Yokohama / Virtuel, Japan
Duration: 7 Jan 202115 Jan 2021

Conference

Conference29th International Joint Conference on Artificial Intelligence (IJCAI-20)
LandJapan
ByYokohama / Virtuel
Periode07/01/202115/01/2021

ID: 251872320