# Cospectral Bipartite Graphs with the Same Degree Sequences but with Different Number of Large Cycles

## TL;DR

This paper investigates the limitations of using degree sequences and spectra to count cycles in bipartite graphs, showing that these spectral properties are insufficient for certain cycle counts through counterexamples.

## Contribution

It provides negative results demonstrating the insufficiency of degree sequences and spectra for counting specific cycles, complementing previous positive results in bipartite graph analysis.

## Key findings

- Spectra and degree sequences cannot determine the number of large cycles in bipartite graphs.
- Counterexamples are constructed using Godsil-McKay switching.
- Results highlight fundamental limitations in spectral graph analysis for cycle enumeration.

## Abstract

Finding the multiplicity of cycles in bipartite graphs is a fundamental problem of interest in many fields including the analysis and design of low-density parity-check (LDPC) codes. Recently, Blake and Lin computed the number of shortest cycles ($g$-cycles, where $g$ is the girth of the graph) in a bi-regular bipartite graph, in terms of the degree sequences and the spectrum (eigenvalues of the adjacency matrix) of the graph [{\em IEEE Trans. Inform. Theory 64(10):6526--6535, 2018}]. This result was subsequently extended in [{\em IEEE Trans. Inform. Theory, accepted for publication, Dec. 2018}] to cycles of length $g+2, \ldots, 2g-2$, in bi-regular bipartite graphs, as well as $4$-cycles and $6$-cycles in irregular and half-regular bipartite graphs, with $g \geq 4$ and $g \geq 6$, respectively. In this paper, we complement these positive results with negative results demonstrating that the information of the degree sequences and the spectrum of a bipartite graph is, in general, insufficient to count (a) the $i$-cycles, $i \geq 2g$, in bi-regular graphs, (b) the $i$-cycles for any $i > g$, regardless of the value of $g$, and $g$-cycles for $g \geq 6$, in irregular graphs, and (c) the $i$-cycles for any $i > g$, regardless of the value of $g$, and $g$-cycles for $g \geq 8$, in half-regular graphs. To obtain these results, we construct counter-examples using the Godsil-McKay switching.