The paper describes the conventional matrix methods and proposes the structural matrix for the algorithm graph representation. The flow of the structural matrix design and its application for the ...

Graph embedding maps a graph into low-dimensional vectors, i.e., embedding matrix, while preserving the graph structure, solving the high computation and space cost for graph analysis. Matrix ...