Theoretical computer science · Oct 6, 2026

The computational complexity of Weisfeiler–Leman refinement

Proves unconditional nΩ(k)n^{\Omega(k)} deterministic time lower bounds for joint and separate k-dimensional Weisfeiler–Leman equivalence, for sufficiently large fixed k in the specified sequential adjacency-matrix models. With dimension as input, joint equivalence is EXPTIME-complete even on subcubic graphs; deciding whether refinement identifies a graph is also EXPTIME-complete.

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