Papers for

network modelers

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

Disproving a graph signing conjecture with a special 3-regular graph

A 3-regular counterexample to the Bilu--Linial signing conjecture

Abstract: We construct a finite connected simple cubic graph $F$ such that every signing of its edges yields an adjacency matrix with an eigenvalue outside $[-2\sqrt2,2\sqrt2]$. This disproves the Bilu--Linial signing conjecture for general regular graphs. The proof is elementary, using a four-vertex calculation and a scalar recurrence.

Mon 14 SeptDiscrete Mathematics
The gist
The Bilu-Linial signing conjecture suggested that for any regular graph, you could change the signs on its edges so that all eigenvalues of its adjacency matrix lie within a certain range. The authors found a specific kind of graph with each vertex connected to exactly three others, for which no such signing keeps the eigenvalues in that range. This means the conjecture is not true for all regular graphs. The proof is simple and relies on a small calculation and a recurrence method.
Open 2609.15591v1

Complexity of assigning colors in network patterns on spider structures

Colored Interaction-Profile Realization: Complexity of Matching-Match on Spiders

Abstract: Network motifs and colored local interaction patterns provide a useful way to describe the structure of complex networks. Motivated by an inverse realization perspective, we study the problem of assigning colors to the vertices of a fixed graph so that its edges realize a prescribed multiset of colored pairwise interactions. This problem is formalized by the Matching-Match Puzzle, introduced by Iburi and Uehara. We investigate how its computational complexity depends on the number of colors and on the structure of the host graph. We first prove that Matching-Match is NP-complete with only two colors, even when no vertex is precolored and the graph has maximum degree three. We then focus on spiders. We show that the problem is W[1]-hard parameterized by the number of colors even on spiders with only the body precolored. In contrast, for spiders whose legs have length at most two, we give a fixed-parameter tractable algorithm parameterized by the number of colors, allowing arbitrary precoloring. Finally, we prove NP-completeness for spiders whose legs all have length exactly three when precoloring is allowed.

Sat 12 SeptData Structures and Algorithms
The gist
This paper looks at the challenge of coloring parts of a network so that specific color-based connections appear as desired. The researchers focus on a problem called Matching-Match Puzzle, where you color nodes in a graph to match a set of colored interactions. They find that this problem remains very hard (NP-complete) even with just two colors and simple graphs. They also study special graphs called spiders, showing that some versions are still tough, while others can be solved more efficiently depending on the spider's shape and the number of colors.
Open 2609.14113v1