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Preprint in the OpenAI Math release

Unconditional time lower bounds for Weisfeiler–Leman equivalence

OpenAI

Abstract

For every sufficiently large fixed k, deciding whether two n-vertex graphs are k-Weisfeiler–Leman equivalent requires deterministic sequential time in the worst case. The bound holds at every sufficiently large graph order, even for simple connected uncolored graphs of diameter at most two, without a complexity assumption. Inputs are explicit adjacency matrices; the models are multitape Turing machines and sequential logarithmic-word RAMs with fixed polynomial-bit-time instructions. Both joint and separate replacement conventions are covered.

open until 1 Jan 2028

est. 50% chance this result is independently verified by the end of 2027.

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