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The $k$-Dimensional Weisfeiler-Leman Algorithm

1 Pith paper cite this work. Polarity classification is still indexing.

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abstract

In this note, we provide details of the $k$-dimensional Weisfeiler-Leman Algorithm and its analysis from Immerman-Lander (1990). In particular, we present an optimized version of the algorithm that runs in time $O(n^{k+1}\log n)$, where $k$ is fixed (not varying with $n$).

fields

cs.CC 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

A Hierarchy of Tinhofer Graphs: Separations and Membership Testing

cs.CC · 2026-05-19 · unverdicted · novelty 7.0

Introduces the k-Tinhofer hierarchy between general graphs and Tinhofer graphs, gives algebraic and combinatorial characterizations, proves strict separations for each k, shows P-hardness of deciding membership in the next level, and proves FPT isomorphism testing for (n-k)-Tinhofer graphs.

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  • A Hierarchy of Tinhofer Graphs: Separations and Membership Testing cs.CC · 2026-05-19 · unverdicted · none · ref 15 · internal anchor

    Introduces the k-Tinhofer hierarchy between general graphs and Tinhofer graphs, gives algebraic and combinatorial characterizations, proves strict separations for each k, shows P-hardness of deciding membership in the next level, and proves FPT isomorphism testing for (n-k)-Tinhofer graphs.