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.
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.