Graphs are everywhere. In discrete mathematics, they are structures that show the connections between points, much like a public transportation network. Mathematicians have long sought to develop ...

practical hints for GNNs, relation to approximate graph isomorphism tests, R-convolution framework, graph kernels based on bag of structures and information diffusion, generative graph models: ...

On the other hand, graph isomorphism is what computer scientists call a “universal” problem: Every possible problem about whether two “combinatorial structures” are isomorphic—for ...

Algebraic Structures And Isomorphism Problems Publication Trend The graph below shows the total number of publications each year in Algebraic Structures And Isomorphism Problems.

Theoretical computer scientists are normally a fairly sedate bunch, but are humming with excitement after a potential breakthrough in a long-standing problem called graph isomorphism. The result ...

Graphs naturally generalize unstructured vectorial data and structured data such as time series, images or bags of entities. The goal of this course is to provide an overview of the fundamental ...