On the complexity of isomorphism problems for tensors, groups, and polynomials I: tensor isomorphism-completeness

J Grochow, Y Qiao - SIAM Journal on Computing, 2023 - SIAM
We study the complexity of isomorphism problems for tensors, groups, and polynomials.
These problems have been studied in multivariate cryptography, machine learning, quantum …

Faster Isomorphism for 𝑝-Groups of Class 2 and Exponent 𝑝

X Sun - Proceedings of the 55th Annual ACM Symposium on …, 2023 - dl.acm.org
The group isomorphism problem determines whether two groups, given by their Cayley
tables, are isomorphic. For groups with order n, an algorithm with n (log n+ O (1)) running …

On p-Group Isomorphism: Search-to-Decision, Counting-to-Decision, and Nilpotency Class Reductions via Tensors

JA Grochow, Y Qiao - ACM Transactions on Computation Theory, 2024 - dl.acm.org
In this article, we study some classical complexity-theoretic questions regarding Group
Isomorphism (GpI). We focus on p-groups (groups of prime power order) with odd p, which …

Quantifying the non-isomorphism of global urban road networks using GNNs and graph kernels

L Tian, W Rao, K Zhao, HT Vo - Scientific Reports, 2025 - nature.com
A novel concept of quantifying graph non-isomorphism is introduced to measure structural
differences between graphs, and thus overcoming the strict limitations of traditional graph …

A systematic study of isomorphism invariants of finite groups via the Weisfeiler-Leman dimension

J Brachter, P Schweitzer - arxiv preprint arxiv:2111.11908, 2021 - arxiv.org
We investigate the relationship between various isomorphism invariants for finite groups.
Specifically, we use the Weisfeiler-Leman dimension (WL) to characterize, compare and …

Isomorphism problems for tensors, groups, and cubic forms: completeness and reductions

JA Grochow, Y Qiao - arxiv preprint arxiv:1907.00309, 2019 - arxiv.org
In this paper we consider the problems of testing isomorphism of tensors, $ p $-groups,
cubic forms, algebras, and more, which arise from a variety of areas, including machine …

On the Baer–Lovász–Tutte construction of groups from graphs: Isomorphism types and homomorphism notions

X He, Y Qiao - European Journal of Combinatorics, 2021 - Elsevier
Let p be an odd prime. From a simple undirected graph G, through the classical procedures
of Baer (1938), Tutte (1947) and Lovász (1989), there is a p-group PG of class 2 and …

On the Weisfeiler-Leman dimension of finite groups

J Brachter, P Schweitzer - Proceedings of the 35th Annual ACM/IEEE …, 2020 - dl.acm.org
In comparison to graphs, combinatorial methods for the isomorphism problem of finite
groups are less developed than algebraic ones. To be able to investigate the descriptive …

Improved algorithms for alternating matrix space isometry: From theory to practice

PA Brooksbank, Y Li, Y Qiao… - 28th Annual European …, 2020 - drops.dagstuhl.de
Motivated by testing isomorphism of p-groups, we study the alternating matrix space
isometry problem (AltMatSpIso), which asks to decide whether two m-dimensional …

Count-free Weisfeiler–Leman and group isomorphism

NA Collins, M Levet - International Journal of Algebra and …, 2024 - World Scientific
We investigate the power of counting in Group Isomorphism. We first leverage the count-free
variant of the Weisfeiler–Leman Version I algorithm for groups [J. Brachter and P …