Latest Articles for Edges

Data Structures and Algorithms The Token Sliding Problem: A Graphical Challenge

Explore how token arrangements on graphs can transform through specific rules.

Niranka Banerjee, Christian Engels, Duc A. Hoang

2025-05-08T00:21:20+00:00 ― 6 min read

Spectral Theory Understanding Line Graphs and Their Properties

A look into line graphs, eigenvalue multiplicity, and related graph theory concepts.

Wenhao Zhen, Dein Wong, Songnian Xu

2025-05-05T16:31:04+00:00 ― 5 min read

Combinatorics Understanding the Basics of Graph Theory

A simple look into graphs and their importance in various fields.

Jun Gao, Xizhi Liu, Jie Ma

2025-05-04T20:54:08+00:00 ― 4 min read

Machine Learning Understanding Graphs: From Nodes to Knowledge

Explore how POGAT enhances the analysis of complex graph structures.

Yichen Wang, Jie Wang, Fulin Wang

2025-05-04T12:20:00+00:00 ― 6 min read

Artificial Intelligence Connecting Knowledge: The World of Knowledge Graphs

Discover how knowledge graphs and reasoning help us understand complex information.

Lihui Liu, Zihao Wang, Hanghang Tong

2025-04-30T07:00:00+00:00 ― 6 min read

Combinatorics Understanding Planar Graphs and Turán's Problem

A look into maximizing connections in planar graphs while avoiding overlaps.

Luyi Li, Tong Li, Xinzhe Song

2025-04-28T15:14:36+00:00 ― 6 min read

Combinatorics Understanding Mixed Graphs Through Integrated Adjacency Matrix

A new approach to studying mixed graphs using integrated adjacency matrices.

G. Kalaivani, R. Rajkumar

2025-04-23T09:56:36+00:00 ― 6 min read

Combinatorics The Colorful Dance of Graphs and Paths

Discover how color avoidance shapes relationships in graph theory.

Eion Mulrenin, Cosmin Pohoata, Dmitrii Zakharov

2025-04-23T01:35:24+00:00 ― 6 min read

Combinatorics Hamiltonian Cycles in n-ary Cubes: A Deep Dive

Discover the fascinating world of Hamiltonian cycles and their significance in n-ary cubes.

Baolai Liao, Fan Wang

2025-04-21T20:21:12+00:00 ― 5 min read

Combinatorics Connecting the Dots: The Art of Graph Construction

Learn the basics of graph construction and its practical applications in everyday life.

Jeffrey Gao, Paul C. Kainen

2025-04-21T14:05:18+00:00 ― 6 min read

Numerical Analysis Updating Katz Centrality in Dynamic Networks

Learn how to efficiently update Katz centrality scores in changing networks.

Francesca Arrigo, Daniele Bertaccini, Alessandro Filippo

2025-04-20T09:40:30+00:00 ― 5 min read

Machine Learning Understanding Graph Max Shift for Clustering

Learn how Graph Max Shift helps in grouping data points effectively.

Ery Arias-Castro, Elizabeth Coda, Wanli Qiao

2025-04-13T23:14:48+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Out-of-Distribution Detection with EDGE

A new approach to tackle multi-label out-of-distribution challenges in machine learning.

Yuchen Sun, Qianqian Xu, Zitai Wang

2025-03-24T20:57:45+00:00 ― 7 min read

Machine Learning AGMixup: A Game Changer for Graph Learning

Revolutionizing machine learning with innovative graph mixup techniques.

Weigang Lu, Ziyu Guan, Wei Zhao

2025-03-19T05:20:24+00:00 ― 7 min read

Combinatorics The Secrets of Edge-Graceful Labeling in Graphs

Discover the fascinating world of edge-graceful labeling in graph theory.

Aaron D. C. Angel, John Rafael M. Antalan, John Loureynz F. Gamurot

2025-03-15T07:54:40+00:00 ― 5 min read

Machine Learning Transforming Data Queries with Text2Cypher

Simplifying data access through natural language with Text2Cypher.

Makbule Gulcin Ozsoy, Leila Messallem, Jon Besga

2025-03-10T22:19:12+00:00 ― 6 min read

Commutative Algebra The Colorful World of Graphs

Discover the fascinating properties of graphs and their real-life applications.

Joseph Brennan, Susan Morey

2025-03-09T10:43:30+00:00 ― 6 min read

Data Structures and Algorithms Counting Butterflies: A New Way to Analyze Data Streams

A fresh approach to counting butterflies in streaming data improves accuracy and efficiency.

Lingkai Meng, Long Yuan, Xuemin Lin

2025-02-28T03:06:45+00:00 ― 5 min read

Machine Learning BetaExplainer: Shedding Light on GNNs

A new tool clarifies how graph neural networks make predictions.

Whitney Sloneker, Shalin Patel, Michael Wang

2025-02-17T10:36:46+00:00 ― 7 min read

Methodology Connecting the Dots: Understanding Networks

Explore how connections form in diverse networks through covariates and hidden factors.

Swati Chandna, Benjamin Bagozzi, Snigdhansu Chatterjee

2025-02-05T23:56:52+00:00 ― 5 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

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 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