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Given a graph, when can we orient the edges to satisfy local constraints at the vertices, where each vertex specifies which local orientations of its incident edges are allowed? This family of graph orientation problems is a special kind of…

计算复杂性 · 计算机科学 2026-03-05 MIT Hardness Group , Zachary Abel , Erik D. Demaine , Jenny Diomidova , Jeffery Li , Zixiang Zhou

A diagram $\mathcal{D} = (G, l)$ over a monoid $M$ is an oriented graph $G = (V, E)$ endowed with a labeling $l\colon E \to M$. A diagram is commutative if and only if for any two oriented paths with the same endpoints, the products in $M$…

组合数学 · 数学 2025-09-16 Artem Malko , Igor Spiridonov

Label Propagation (LPA) and Graph Convolutional Neural Networks (GCN) are both message passing algorithms on graphs. Both solve the task of node classification but LPA propagates node label information across the edges of the graph, while…

机器学习 · 计算机科学 2020-02-18 Hongwei Wang , Jure Leskovec

The computational complexity of the Vertex Coloring problem is known for all hereditary classes of graphs defined by forbidding two connected five-vertex induced subgraphs, except for seven cases. We prove the polynomial-time solvability of…

组合数学 · 数学 2018-06-04 T. Karthick , Frédéric Maffray , Lucas Pastor

The notion of forbidden-transition graphs allows for a robust generalization of walks in graphs. In a forbidden-transition graph, every pair of edges incident to a common vertex is permitted or forbidden; a walk is compatible if all pairs…

数据结构与算法 · 计算机科学 2020-09-29 Thomas Bellitto , Shaohua Li , Karolina Okrasa , Marcin Pilipczuk , Manuel Sorge

A good edge-labelling of a simple, finite graph is a labelling of its edges with real numbers such that, for every ordered pair of vertices (u,v), there is at most one nondecreasing path from u to v. In this paper we prove that any graph on…

组合数学 · 数学 2014-03-18 Abbas Mehrabian , Dieter Mitsche , Paweł Prałat

We study a variant of domination, called Roman domination, where we must assign to each vertex one of the labels 0, 1, or 2 and require that every vertex with label 0 has a neighbour with label 2. We study the problem of finding a low-cost…

组合数学 · 数学 2024-05-07 Adrian Rettich

Vertex deletion and edge deletion problems play a central role in Parameterized Complexity. Examples include classical problems like Feedback Vertex Set, Odd Cycle Transversal, and Chordal Deletion. Interestingly, the study of edge…

数据结构与算法 · 计算机科学 2011-04-20 Pinar Heggernes , Pim van 't Hof , Benjamin Lévêque , Daniel Lokshtanov , Christophe Paul

Graphs are ubiquitous real-world data structures, and generative models that approximate distributions over graphs and derive new samples from them have significant importance. Among the known challenges in graph generation tasks,…

机器学习 · 计算机科学 2019-10-04 Wataru Kawai , Yusuke Mukuta , Tatsuya Harada

In this paper we study the complexity of the following problems: Given a colored graph X=(V,E,c), compute a minimum cardinality set S of vertices such that no nontrivial automorphism of X fixes all vertices in S. A closely related problem…

计算复杂性 · 计算机科学 2016-06-15 V. Arvind , Frank Fuhlbrück , Johannes Köbler , Sebastian Kuhnert , Gaurav Rattan

Register allocation is one of the most important problems for modern compilers. With a practically unlimited number of user variables and a small number of CPU registers, assigning variables to registers without conflicts is a complex task.…

机器学习 · 计算机科学 2024-01-24 Chase Cummins , Richard Veras

For every integer $g$, isomorphism of graphs of Euler genus at most $g$ can be decided in linear time. This improves previously known algorithms whose time complexity is $n^{O(g)}$ (shown in early 1980's), and in fact, this is the first…

数据结构与算法 · 计算机科学 2015-11-10 Ken-ichi Kawarabayashi

A permutation of the elements of a graph is a {\it construction sequence} if no edge is listed before either of its endpoints. The complexity of such a sequence is investigated by finding the delay in placing the edges, an {\it opportunity…

组合数学 · 数学 2024-12-03 Jeffrey Gao , Paul C. Kainen

Many applications, ranging from natural to social sciences, rely on graphlet analysis for the intuitive and meaningful characterization of networks employing micro-level structures as building blocks. However, it has not been thoroughly…

社会与信息网络 · 计算机科学 2023-06-06 Colin Cleveland , Chin-Yen Lee , Shen-Fu Tsai , Wei-Hsuan Yu , Hsuan-Wei Lee

Colour refinement is a basic algorithmic routine for graph isomorphism testing, appearing as a subroutine in almost all practical isomorphism solvers. It partitions the vertices of a graph into "colour classes" in such a way that all…

数据结构与算法 · 计算机科学 2014-05-01 Martin Grohe , Kristian Kersting , Martin Mladenov , Erkal Selman

The generalized list $T$-coloring is a common generalization of many graph coloring models, including classical coloring, $L(p,q)$-labeling, channel assignment and $T$-coloring. Every vertex from the input graph has a list of permitted…

离散数学 · 计算机科学 2013-12-04 Konstanty Junosza-Szaniawski , Paweł Rzążewski

Existing multiplex graph models often assume homophily, where connected nodes tend to belong to the same class or share similar attributes. Consequently, these models may struggle with graphs exhibiting heterophily, where connected nodes…

机器学习 · 计算机科学 2026-05-14 Kamel Abdous , Nairouz Mrabah , Mohamed Bouguessa

A graph is temporally connected if there exists a strict temporal path, i.e. a path whose edges have strictly increasing labels, from every vertex $u$ to every other vertex $v$. In this paper we study temporal design problems for undirected…

数据结构与算法 · 计算机科学 2022-05-03 Nina Klobas , George B. Mertzios , Hendrik Molter , Paul G. Spirakis

The labeling of point features on a map is a well-studied topic. In a static setting, the goal is to find a non-overlapping label placement for (a subset of) point features. In a dynamic setting, the set of point features and their…

计算几何 · 计算机科学 2026-03-02 Thomas Depian , Guangping Li , Martin Nöllenburg , Jules Wulms

For a graph $G$ with a list assignment $L$ and two $L$-colorings $\alpha$ and $\beta$, an $L$-recoloring sequence from $\alpha$ to $\beta$ is a sequence of proper $L$-colorings where consecutive colorings differ at exactly one vertex. We…

组合数学 · 数学 2025-10-21 Chenran Pan , Weifan Wang , Runrun Liu