theoretical-computer-science / Computational complexity; graph isomorphism and finite model theory

Berkholz's question: is Weisfeiler-Leman equivalence with the dimension as part of the input EXPTIME-complete?

Theorem 1.1 (principal manuscript): deciding joint-update kk-WL equivalence with k≥2k\ge2 in binary and explicit adjacency matrices is EXPTIME-complete under polynomial-time many-one reductions, also for connected simple uncoloured graphs of equal order and maximum degree three. Companions claim: deciding whether a given dimension identifies a graph (WL dimension at most kk) is EXPTIME-complete, also with kk in unary; for every large fixed kk, deciding kk-WL equivalence needs nΩ(k)n^{\Omega(k)} deterministic sequential time unconditionally (multitape Turing machines and log-word RAMs, diameter-two graphs); and parity lifts give nΩ(k)n^{\Omega(k)} exclusions under ETH. No randomized or nonuniform lower bounds are claimed, and the separate-update convention is treated only in the fixed-dimension companions.

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theoretical-computer-scienceSep 25, 2026Significance 15/100Registry: lean checked

Berkholz's question: is Weisfeiler-Leman equivalence with the dimension as part of the input EXPTIME-complete?

Prior state unknown→proved

Theorem 1.1 (principal manuscript): deciding joint-update kk-WL equivalence with k≥2k\ge2 in binary and explicit adjacency matrices is EXPTIME-complete under polynomial-time many-one reductions, also for connected simple uncoloured graphs of equal order and maximum degree three. Companions claim: deciding whether a given dimension identifies a graph (WL dimension at most kk) is EXPTIME-complete, also with kk in un…

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Theorem 1.1 (principal manuscript): deciding joint-update kk-WL equivalence with k≥2k\ge2 in binary and explicit adjacency matrices is EXPTIME-complete under polynomial-time many-one reductions, also for connected simple uncoloured graphs of equal order and maximum degree three. Companions claim: deciding whether a given dimension identifies a graph (WL dimension at most kk) is EXPTIME-complete, also with kk in unary; for every large fixed kk, deciding kk-WL equivalence needs nΩ(k)n^{\Omega(k)} deterministic sequential time unconditionally (multitape Turing machines and log-word RAMs, diameter-two graphs); and parity lifts give nΩ(k)n^{\Omega(k)} exclusions under ETH. No randomized or nonuniform lower bounds are claimed, and the separate-update convention is treated only in the fixed-dimension companions.

Theorem 1.1 (principal manuscript): deciding joint-update kk-WL equivalence with k≥2k\ge2 in binary and explicit adjacency matrices is EXPTIME-complete under polynomial-time many-one reductions, also for connected simple uncoloured graphs of equal order and maximum degree three. Companions claim: deciding whether a given dimension identifies a graph (WL dimension at most kk) is EXPTIME-complete, also with kk in unary; for every large fixed kk, deciding kk-WL equivalence needs nΩ(k)n^{\Omega(k)} deterministic sequential time unconditionally (multitape Turing machines and log-word RAMs, diameter-two graphs); and parity lifts give nΩ(k)n^{\Omega(k)} exclusions under ETH. No randomized or nonuniform lower bounds are claimed, and the separate-update convention is treated only in the fixed-dimension companions.

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Berkholz's question: is Weisfeiler-Leman equivalence with the dimension as part of the input EXPTIME-complete? — Mathematical Frontier Network