Higher-order GNNs improve learning from complex graph data using P-tensors.
― 6 min read
Cutting edge science explained simply
Higher-order GNNs improve learning from complex graph data using P-tensors.
― 6 min read
Analyzing the spectral properties of graphs reveals key insights about their connections and behaviors.
― 5 min read
A look into distance magic graphs and their unique labeling properties.
― 5 min read
A look into colored mixed graphs and their relationships.
― 5 min read
A study on the significance and challenges of resonance graphs in specific graph types.
― 7 min read
A new method streamlines degree reduction in symmetric polynomials for graph coloring.
― 5 min read
Exploring matroid connectivity and its implications for quantum computing.
― 5 min read
Learn how to improve graph neural network training and avoid common pitfalls.
― 5 min read
An overview of strongly regular graphs and their interplay with divisible design graphs.
― 4 min read
A new framework enhances learning from complex hypergraphs.
― 5 min read
A look into Ramsey numbers and their significance in graph theory.
― 5 min read
Explore the complex dynamics of signed graphs through the chip-firing game.
― 7 min read
Exploring the existence and properties of zero-sum cycles in directed graphs.
― 6 min read
Examination of edge-Erdős-Pósa property in complex subcubic graphs.
― 6 min read
An overview of graph connectivity and the edge-Erdős-Pósa property.
― 6 min read
Explore the strategic game of cops and robbers played on graphs.
― 5 min read
Exploring locally irregular graphs and their implications across various fields.
― 4 min read
A look at how random methods affect communication in graphs and matrices.
― 6 min read
New approach improves GNN performance on complex data relationships.
― 6 min read
A new method to clarify how GNNs make predictions through modal logic.
― 5 min read
This study examines conditions for embedding k-factors in k-partite hypergraphs.
― 5 min read
A look into labeling schemes for maintaining graph connectivity amidst vertex failures.
― 5 min read
This paper examines how convex analysis relates to discrete objects in graphs and games.
― 3 min read
Phase binarized oscillators show potential for solving optimization problems faster than quantum methods.
― 6 min read
Exploring the characteristics and significance of -dicritical digraphs in graph theory.
― 6 min read
GPSE improves graph model performance through enhanced encodings and knowledge transfer.
― 5 min read
Analyzing the complexities of disease transmission in social networks through graphs.
― 6 min read
An overview of chainmail links and their significance in mathematics.
― 4 min read
Discover the relationships among ordinary elliptic curves through isogeny graphs.
― 6 min read
Examining how differential privacy impacts graph neural networks in medical applications.
― 5 min read
This article examines defective coloring and choosability in graph theory.
― 5 min read
A method to ensure graph transformations stop correctly using weighted type graphs.
― 6 min read
Analyzing the similarities and differences of labeled graphs using longest common subsequence.
― 5 min read
Research links Turán's theorem with efficient algorithms for finding cliques in graphs.
― 5 min read
A new method for visualizing overlapping clusters in bipartite graphs for better insights.
― 7 min read
Exploring strategies for effective online decision-making and managing costs.
― 5 min read
This work focuses on improving reachability in directed planar graphs, considering network failures.
― 7 min read
Research reveals complexity in matroid optimization problems with linear constraints.
― 5 min read
This research examines optimal mixing time for independent sets using Glauber dynamics.
― 5 min read
A look at skew braces and their common divisor graphs.
― 5 min read