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We study the recognition complexity of subgraphs of k-connected planar cubic graphs for k = 1, 2, 3. We present polynomial-time algorithms to recognize subgraphs of 1- and 2-connected planar cubic graphs, both in the variable and fixed…

离散数学 · 计算机科学 2024-10-15 Miriam Goetze , Paul Jungeblut , Torsten Ueckerdt

Graphlets are induced subgraphs of a large network and are important for understanding and modeling complex networks. Despite their practical importance, graphlets have been severely limited to applications and domains with relatively small…

社会与信息网络 · 计算机科学 2017-03-01 Ryan A. Rossi , Rong Zhou , Nesreen K. Ahmed

Many questions in science center around the fundamental problem of understanding causal relationships. However, most constraint-based causal discovery algorithms, including the well-celebrated PC algorithm, often incur an exponential number…

机器学习 · 计算机科学 2024-06-05 Kirankumar Shiragur , Jiaqi Zhang , Caroline Uhler

We investigate the asymptotic number of induced subgraphs in power-law uniform random graphs. We show that these induced subgraphs appear typically on vertices with specific degrees, which are found by solving an optimization problem.…

组合数学 · 数学 2022-02-23 Clara Stegehuis

We consider the question of speeding up classic graph algorithms with machine-learned predictions. In this model, algorithms are furnished with extra advice learned from past or similar instances. Given the additional information, we aim to…

数据结构与算法 · 计算机科学 2022-04-27 Justin Y. Chen , Sandeep Silwal , Ali Vakilian , Fred Zhang

We provide asymptotic formulae for the numbers of bipartite graphs with given degree sequence, and of loopless digraphs with given in- and out-degree sequences, for a wide range of parameters. Our results cover medium range densities and…

组合数学 · 数学 2020-06-30 Anita Liebenau , Nick Wormald

This work examines the problem of graph learning over a diffusion network when data can be collected from a limited portion of the network (partial observability). The main question is to establish technical guarantees of consistent…

统计理论 · 数学 2020-06-08 Vincenzo Matta , Augusto Santos , Ali H. Sayed

In 1992 Bir\'{o}, Hujter and Tuza introduced, for every fixed connected graph $H$, the class of $H$-graphs, defined as the intersection graphs of connected subgraphs of some subdivision of $H$. Recently, quite a lot of research has been…

The Colour Refinement algorithm is a classical procedure to detect symmetries in graphs, whose most prominent application is in graph-isomorphism tests. The algorithm and its generalisation, the Weisfeiler-Leman algorithm, evaluate local…

离散数学 · 计算机科学 2025-10-24 Sandra Kiefer , T. Devini de Mel

For $p,q\ge2$ the $\{p,q\}$-tiling graph is the (finite or infinite) planar graph $T_{p,q}$ where all faces are cycles of length $p$ and all vertices have degree $q$. We give algorithms for the problem of recognizing (induced) subgraphs of…

计算几何 · 计算机科学 2026-03-09 Eliel Ingervo , Sándor Kisfaludi-Bak

The mim-width of a graph is a powerful structural parameter that, when bounded by a constant, allows several hard problems to be polynomial-time solvable - with a recent meta-theorem encompassing a large class of problems [SODA2023]. Since…

离散数学 · 计算机科学 2025-12-09 Max Dupré la Tour , Manuel Lafond , Ndiamé Ndiaye

We consider the problem of graph searching with prediction recently introduced by Banerjee et al. (2022). In this problem, an agent, starting at some vertex $r$ has to traverse a (potentially unknown) graph $G$ to find a hidden goal node…

数据结构与算法 · 计算机科学 2024-03-19 Adela Frances DePavia , Erasmo Tani , Ali Vakilian

The goal of graph inference is to design algorithms for learning properties of a hidden graph using queries to an oracle that returns information about the graph. Graph reconstruction, verification, and property testing are all types of…

数据结构与算法 · 计算机科学 2025-02-26 Huck Bennett , Mitchell Black , Amir Nayyeri , Evelyn Warton

The approximate uniform sampling of graphs with a given degree sequence is a well-known, extensively studied problem in theoretical computer science and has significant applications, e.g., in the analysis of social networks. In this work we…

离散数学 · 计算机科学 2023-01-05 Georgios Amanatidis , Pieter Kleer

This paper introduces a novel algorithm combination designed for fast one-to-many multicriteria shortest path search. A preprocessing algorithm excludes irrelevant vertices by building a smaller cover graph. A modified version of…

数据结构与算法 · 计算机科学 2022-02-01 Temirlan Kurbanov , Marek Cuchý , Jiří Vokřínek

Tolerance graphs model interval relations in such a way that intervals can tolerate a certain degree of overlap without being in conflict. This subclass of perfect graphs has been extensively studied, due to both its interesting structure…

计算复杂性 · 计算机科学 2010-02-03 George B. Mertzios , Ignasi Sau , Shmuel Zaks

Large-scale graphs are widely used to represent object relationships in many real world applications. The occurrence of large-scale graphs presents significant computational challenges to process, analyze, and extract information. Graph…

社会与信息网络 · 计算机科学 2019-10-11 Yu Jin , Andreas Loukas , Joseph F. JaJa

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…

离散数学 · 计算机科学 2019-06-03 Ali Dehghan , Amir H. Banihashemi

In a confluence of combinatorics and geometry, simultaneous representations provide a way to realize combinatorial objects that share common structure. A standard case in the study of simultaneous representations is the sunflower case where…

数据结构与算法 · 计算机科学 2019-08-26 Ignaz Rutter , Darren Strash , Peter Stumpf , Michael Vollmer

Tuza famously conjectured in 1981 that in a graph without k+1 edge-disjoint triangles, it suffices to delete at most 2k edges to obtain a triangle-free graph. The conjecture holds for graphs with small treewidth or small maximum average…