A method to improve graph transformers efficiently and with less resource use.
― 5 min read
Cutting edge science explained simply
A method to improve graph transformers efficiently and with less resource use.
― 5 min read
New tools are improving the analysis of large property graphs.
― 6 min read
A look into sofic entropy and local limits in mathematical systems.
― 5 min read
A look into cospectral graphs and their significance in mathematics and various fields.
― 5 min read
This study examines graph decompositions and their applications in various fields.
― 6 min read
FedGKD enhances federated learning for Graph Neural Networks by optimizing task feature extraction.
― 5 min read
Exploring uniquely distinguishing colorable graphs and their real-world applications.
― 5 min read
A deep dive into Markoff mod-p graphs and their implications in number theory.
― 6 min read
A new method improves image segmentation and object detection using self-supervised learning.
― 6 min read
This article reviews findings on edge ideals and their connection to -numbers.
― 3 min read
A look into random embeddings and their impact on hypergraphs.
― 4 min read
COLA merges contrastive and meta learning for improved node classification in limited data scenarios.
― 7 min read
Explore boxicity, circular clique graphs, and zero-divisor graphs in graph theory.
― 4 min read
A study on how blow-up graphs improve quantum state transfer processes.
― 5 min read
A look at the limits of edges in planar graphs without specific subgraphs.
― 5 min read
This article explores secluded subgraphs and their significance in graph theory.
― 6 min read
Research reveals complexities in polytopes and sparse groups, challenging previous assumptions.
― 6 min read
Explore the fundamentals and uses of bipartite distance-regularized graphs.
― 3 min read
A look into the structure and properties of doodles formed by circles.
― 5 min read
This article presents a fresh perspective on hyperplane arrangements and their stability.
― 5 min read
A look into how different topologies relate within endomorphism monoids.
― 5 min read
Researching structures that connect points in infinite graphs with unique properties.
― 6 min read
Exploring a classical algorithm for optimizing graph problems.
― 5 min read
Explore the game dynamics of Cops and Robbers on graph structures.
― 5 min read
Explore interval and multiple interval graphs and their significance in various fields.
― 5 min read
A look into how connectivity changes in networks through percolation theory.
― 7 min read
A new model enhances how networks gain connections over time.
― 6 min read
This study showcases the effectiveness of GNNs in analyzing stiffened panels.
― 6 min read
This study examines how to efficiently approximate query evaluations in probabilistic graphs.
― 5 min read
Explore bipartite graphs, eigenvalues, and their role in coding theory.
― 4 min read
Discover new methods enhancing graph learning through labeled and unlabeled data.
― 5 min read
Exploring the significance of optimal leaf roots in evolutionary biology.
― 5 min read
A method for efficiently identifying maximal clique-partitions in graphs.
― 5 min read
This study explores the relationship between graphs, crossings, and signed permutations.
― 5 min read
The study explores how different distributions affect quantum walk behaviors.
― 4 min read
This article simplifies a classic algorithm for tree isomorphism using prime numbers.
― 6 min read
An overview of Neumaier Cayley graphs and their significance in mathematics.
― 5 min read
New model enhances graph data analysis by preserving topological features.
― 7 min read
New algorithms enhance efficiency in solving the Submodular Cover Problem.
― 6 min read
Exploring the importance of sparsification in graph analysis and its applications.
― 5 min read