• LAMG

  • Referenced in 34 articles [sw06551]
  • Lean algebraic multigrid (LAMG): fast graph Laplacian linear solver. Laplacian matrices of graphs arise ... presented, where $A$ is a graph Laplacian. LAMG’s run time and storage are empirically ... Laplacian systems is constructed, and an iterative solve phase using multigrid cycles. General graphs pose...
  • SpectralNet

  • Referenced in 6 articles [sw26162]
  • into the eigenspace of their associated graph Laplacian matrix and subsequently clusters them. We train...
  • SyncSpecCnn

  • Referenced in 5 articles [sw26163]
  • spectral domain spanned by graph laplacian eigenbases. Under this setting, our network, named SyncSpecCNN, strive ... scale analysis in different parts of the graph for a single shape...
  • MC73

  • Referenced in 7 articles [sw12394]
  • second smallest eigenvalue of the Laplacian of a graph, known as the Fiedler vector...
  • Laplacians.jl

  • Referenced in 2 articles [sw41227]
  • Laplacians.jl: Laplacians is a package containing graph algorithms, with an emphasis on tasks related ... solving systems of linear equations in graph Laplacians, low stretch spanning trees, sparsifiation, clustering, local...
  • SpectralNET

  • Referenced in 3 articles [sw26161]
  • each connected component of the graph, including graphs of degree distribution, clustering coefficient by degree ... adjacency, Laplacian, and normalized Laplacian eigenvectors. SpectralNET also displays several graph visualizations, including a linear ... provides an elegant view of global graph structure (Laplacian eigenvectors). CONCLUSION: SpectralNET provides an easily...
  • AGL-Score

  • Referenced in 2 articles [sw41015]
  • terms of graph invariants derived from graph Laplacian, its pseudo-inverse, and adjacency matrices. Additionally ... biomolecular macroscopic properties from the low-dimensional graph representation of biomolecular structures. The proposed...
  • NetLSD

  • Referenced in 5 articles [sw32341]
  • large graph collections. In this paper, we propose the Network Laplacian Spectral Descriptor (NetLSD ... size-invariant, scale-adaptive, and efficiently computable graph representation method that allows for straightforward comparisons ... graphs. NetLSD extracts a compact signature that inherits the formal properties of the Laplacian spectrum ... thus, it hears the shape of a graph. Our evaluation on a variety of real...
  • spectralGraphTopology

  • Referenced in 1 article [sw35465]
  • algorithms such as Combinatorial Graph Laplacian Learning (CGL), Spectral Graph Learning (SGL), Graph Estimation based ... Method of Multipliers (GLE-ADMM). In addition, graph learning has been widely employed for clustering ... provide an implementation of the Constrained Laplacian Rank (CLR) algorithm...
  • RGCNN

  • Referenced in 1 article [sw36662]
  • approximation. In particular, we update the graph Laplacian matrix that describes the connectivity of features ... which adaptively captures the structure of dynamic graphs. Further, we deploy a graph-signal smoothness...
  • CayleyNets

  • Referenced in 5 articles [sw38090]
  • sparsely-connected graphs, and can handle different constructions of Laplacian operators. Extensive experimental results show...
  • Xheal

  • Referenced in 9 articles [sw35976]
  • second smallest eigenvalue of the Laplacian which captures key properties such as mixing time, conductance ... self-healing algorithms “Forgiving tree” and “Forgiving graph” in that we are able to give...
  • PQSER

  • Referenced in 5 articles [sw22074]
  • whose interrelationship is defined by a bipartite graph. It has important applications in, e.g., archaeology ... Fiedler vector of the Laplacian matrix associated to the problem, which encodes...
  • HERMES

  • Referenced in 2 articles [sw41012]
  • earlier work introduced the persistent spectral graph (PSG) theory as a unified multiscale paradigm ... analysis. In PSG theory, families of persistent Laplacian matrices (PLMs) corresponding to various topological dimensions...
  • ALBERT

  • Referenced in 82 articles [sw00025]
  • ALBERT - Software for scientific computations and applications. Adaptive...
  • BoomerAMG

  • Referenced in 196 articles [sw00086]
  • BoomerAMG: A parallel algebraic multigrid solver and preconditioner...
  • CGAL

  • Referenced in 394 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • CSDP

  • Referenced in 202 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • Expokit

  • Referenced in 200 articles [sw00258]
  • Expokit provides a set of routines aimed at...