Graph Theory

Combinatorics Connecting the Dots: The Chen-Raspaud Conjecture

Discover how graphs connect and the implications of the Chen-Raspaud conjecture.

Michał Fiedorowicz

2025-02-06T06:10:20+00:00 ― 6 min read

Combinatorics Building Better Networks on a Budget

Learn how to connect people effectively without overspending.

Daniel Iľkovič, Jared León, Xichao Shu

2025-02-05T22:10:50+00:00 ― 7 min read

Machine Learning MFGAT: A New Approach to Complex Data

Multi-view Fuzzy Graph Attention Networks improve understanding of complex data relationships.

Jinming Xing, Dongwen Luo, Qisen Cheng

2025-02-04T09:20:15+00:00 ― 7 min read

Combinatorics The Strategic Battle of Graph Coloring

Alice and Bob face off in a challenging coloring game.

Caroline Brosse, Nicolas Martins, Nicolas Nisse

2025-02-04T03:33:30+00:00 ― 6 min read

Machine Learning Transforming Graph Analysis with Edge Insights

Discover how edge filtration enhances graph neural networks for better data representation.

Jaesun Shin, Eunjoo Jeon, Taewon Cho

2025-02-03T16:54:10+00:00 ― 5 min read

Computational Complexity Graph Homomorphisms: Simplifying Complex Connections

Exploring the fascinating world of graph homomorphisms and their importance in computer science.

Jin-Yi Cai, Ashwin Maran

2025-02-03T14:52:48+00:00 ― 5 min read

Machine Learning Tackling Class Imbalance with GAT-RWOS

GAT-RWOS offers a new method to balance classes in data science effectively.

Zahiriddin Rustamov, Abderrahmane Lakas, Nazar Zaki

2025-02-03T05:49:29+00:00 ― 6 min read

Machine Learning Hypergraphs: A New Approach to Community Detection

Discover how hypergraphs change our view of group relationships and community structures.

Olympio Hacquard

2025-02-02T04:23:34+00:00 ― 9 min read

Combinatorics The Fascinating World of 1-Planar Graphs

Explore the intriguing nature and applications of 1-planar graphs.

Saman Bazargani, Therese Biedl, Prosenjit Bose

2025-02-01T03:38:00+00:00 ― 6 min read

Combinatorics The Intrigue of Off-Diagonal Ramsey Numbers

Dive into the fascinating world of off-diagonal Ramsey numbers in graph theory.

Sammy Luo, Zixuan Xu

2025-01-31T11:39:00+00:00 ― 5 min read

Combinatorics Connecting the Dots: The World of Graphs

Explore the fascinating connections and rules of graphs and Turán problems in this engaging article.

Xiamiao Zhao, Mei Lu

2025-01-30T22:19:50+00:00 ― 5 min read

Probability Decoding Random Graphs: A Closer Look

Discover the intriguing world of random graphs and their real-life applications.

Xiangyi Zhu, Yizhe Zhu

2025-01-30T06:20:50+00:00 ― 5 min read

Combinatorics Cycle Convexity: A Deep Dive into Graphs

Explore cycle convexity in graphs and its real-world applications.

Bijo S. Anand, Ullas Chandran S. V., Julliano R. Nascimento

2025-01-30T03:41:00+00:00 ― 5 min read

Machine Learning ERGNN: A Fresh Approach to Graph Neural Networks

Introducing ERGNN, a new method improving graph neural networks with rational filters.

Guoming Li, Jian Yang, Shangsong Liang

2025-01-29T01:02:40+00:00 ― 5 min read

Machine Learning Revolutionizing Recommendations: A New Approach

A smarter method for understanding user preferences in signed bipartite graphs.

Gyeongmin Gu, Minseo Jeon, Hyun-Je Song

2025-01-28T20:02:51+00:00 ― 6 min read

Machine Learning Securing Graph Data with Federated Learning

FedGIG tackles privacy risks in graph data training.

Tianzhe Xiao, Yichen Li, Yining Qi

2025-01-28T01:35:24+00:00 ― 5 min read

Signal Processing Navigating the Complex World of Graph Signal Processing

Discover how Graph Signal Processing transforms complex data analysis.

Chun Hei Michael Chan, Alexandre Cionca, Dimitri Van De Ville

2025-01-27T18:45:00+00:00 ― 7 min read

Combinatorics The Hidden Patterns of Tree Tiling in Graphs

Discover the intriguing structures of tree tiling in random graphs.

Sahar Diskin, Ilay Hoshen, Maksim Zhukovskii

2025-01-27T17:04:40+00:00 ― 6 min read

Machine Learning Revolutionizing Graph Representation Learning with Self-Supervised Techniques

A new method enhances graph representation learning using self-supervised approaches.

Ahmed E. Samy, Zekarias T. Kefatoa, Sarunas Girdzijauskasa

2025-01-27T09:32:24+00:00 ― 6 min read

Combinatorics The Art of Recoloring Graphs

Discover the fascinating process of recoloring vertices in graph theory.

Stijn Cambie, Wouter Cames van Batenburg, Daniel W. Cranston

2025-01-27T09:05:10+00:00 ― 5 min read

Machine Learning Cleaning Up Noisy Graphs: The NoiseHGNN Approach

Learn how NoiseHGNN improves understanding of messy graphs in data science.

Xiong Zhang, Cheng Xie, Haoran Duan

2025-01-27T01:30:54+00:00 ― 6 min read

Machine Learning Ancestral Graphs: Uncovering Hidden Connections

Learn how ancestral graphs help reveal complex relationships among variables.

Nikita Lagrange, Herve Isambert

2025-01-26T14:42:53+00:00 ― 7 min read

Combinatorics The Intricate World of Tight Trees and Ramsey Numbers

Uncovering the connections in math's tight trees and Ramsey numbers.

Jiaxi Nie

2025-01-26T03:47:00+00:00 ― 6 min read

Machine Learning Graph Edit Distance: The Art of Measuring Similarity

Learn how Graph Edit Distance helps compare complex structures efficiently.

Qihao Cheng, Da Yan, Tianhao Wu

2025-01-25T15:48:36+00:00 ― 5 min read

Combinatorics Seymour's Conjecture: The Search for Connections

Mathematicians investigate a challenging conjecture about directed graphs and their connections.

Hao Huang, Fei Peng

2025-01-24T19:49:00+00:00 ― 6 min read

Combinatorics The Strength of Graphs in Connectivity

Discover how strong graphs maintain connections in various fields.

Pablo Romero

2025-01-23T01:11:40+00:00 ― 6 min read

Combinatorics The Quest for Uniformly Most Reliable Graphs

Exploring how graphs maintain connections and find reliability in networks.

Pablo Romero

2025-01-22T22:31:50+00:00 ― 7 min read

Combinatorics Curvature in Trees: A Mathematical Perspective

Discover the role of curvature in understanding tree structures and their applications.

Sawyer Jack Robertson

2025-01-22T17:12:10+00:00 ― 8 min read

Combinatorics Trees in Mathematics: An Intricate Structure

Discover the fascinating world of mathematical trees and their various types.

Enrica Duchi, Gilles Schaeffer

2025-01-22T14:32:20+00:00 ― 7 min read

Combinatorics The Fascinating World of Diophantine Graphs

Discover the unique connections between numbers and graphs.

M. A. Seoud, A. Elsonbaty, A. Nasr

2025-01-22T03:53:00+00:00 ― 7 min read

Machine Learning Revolutionizing Node Classification with Attention in Graphs

Discover how attention and metapaths improve node classification in heterogeneous graphs.

Calder Katyal

2025-01-20T20:15:00+00:00 ― 5 min read

Dynamical Systems The Colorful Dynamics of Reaction-Diffusion Equations

Discover the vibrant world of reaction-diffusion equations and perfect stationary solutions.

Vladimír Švígler, Jonáš Volek

2025-01-20T19:55:00+00:00 ― 6 min read

Machine Learning Understanding Signed Graphs and Communities

Discover how signed graphs reveal relationships among friends and foes.

Sawyer Jack Robertson

2025-01-20T01:02:12+00:00 ― 5 min read

Combinatorics Understanding Turán Density in Friend Groups

A look into Turán density and its implications in social connections.

Levente Bodnár, Jared León, Xizhi Liu

2025-01-19T14:36:50+00:00 ― 5 min read

Combinatorics The Spread of Laughter: Bootstrap Percolation Explained

Explore how infections spread through graphs using bootstrap percolation.

Fengxing Zhu

2025-01-19T11:57:00+00:00 ― 5 min read

Combinatorics The Colorful World of Graphs

A dive into outerplanar graphs and their unique coloring properties.

Chenglong Deng, Xuding Zhu

2025-01-18T22:37:50+00:00 ― 6 min read

Combinatorics Ramanujan Graphs: The Math Superstars

Discover the fascinating world of Ramanujan graphs and their real-world impact.

Nikhil Srivastava

2025-01-17T14:39:50+00:00 ― 6 min read

Quantum Physics Harnessing Quantum Power for Complex Problems

QAOA offers efficient solutions for challenging combinatorial optimization problems.

Francesco Aldo Venturelli, Sreetama Das, Filippo Caruso

2025-01-17T14:23:18+00:00 ― 7 min read

Latest Articles for Graph Theory