Concepedia

Spectral Graph Theory

Spectral Graph Theory is a branch of graph theory that studies the structural properties of graphs through the eigenvalues and eigenvectors of matrices associated with the graph, such as the adjacency or Laplacian matrix.

1.2K

Publications

78.4K

Citations

2K

Authors

886

Institutions

Publications per year

2017–2026

344

Parents

Publications

1.2K

Deep Learning On Graphs (Graphsip Summer School)

Michaël Defferrard · Figshare · 2016 · 5.1K citations

, , +16

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

David I Shuman, Sunil K. Narang, Pascal Frossard et al. · IEEE Signal Processing Magazine · 2013 · 4.4K citations · Full text

, , +15

Semi-supervised learning using Gaussian fields and harmonic functions

Xiaojin Zhu, Zoubin Ghahramani, John Lafferty · 2003 · 3.4K citations

, , +16

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst · arXiv (Cornell University) · 2016 · 1.7K citations · Full text

, , +16

Nonlocal Operators with Applications to Image Processing

Guy Gilboa, Stanley Osher · Multiscale Modeling and Simulation · 2008 · 1.4K citations

, , +16

1–5 of 1.2K

Authors

2K

  1. DC
    Dragoš Cvetković

    University of Belgrade, Serbia

    19 publications · 1.7K citations

    16

    h-index

  2. İG
    İvan Gutman

    University of Kragujevac, Serbia

    21 publications · 669 citations

    15

    h-index

  3. HL
    Huiqiu Lin

    East China University of Science and Technology, China

    18 publications · 566 citations

    15

    h-index

  4. XL
    Xiaogang Liu

    Northwestern Polytechnical University, China

    14 publications · 444 citations

    13

    h-index

  5. KC
    Kinkar Chandra Das

    Sungkyunkwan University, South Korea

    18 publications · 513 citations

    13

    h-index

1–5 of 2K

Institutions

886

  1. East China University of Science and Technology

    Shanghai, China

    16 h-index

    29 publications

    909 citations

  2. Georgia Institute of Technology

    Atlanta, United States

    15 h-index

    20 publications

    1.1K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    26 publications

    1.3K citations

  4. University of Kragujevac

    Kragujevac, Serbia

    14 h-index

    20 publications

    662 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    27 publications

    11.9K citations

  6. University of California, Berkeley

    Berkeley, United States

    14 h-index

    28 publications

    3.4K citations

  7. Tilburg University

    Tilburg, The Netherlands

    14 h-index

    23 publications

    2.5K citations

  8. Central China Normal University

    Wuhan, China

    13 h-index

    31 publications

    687 citations

1–8 of 886

Venues

  1. Linear Algebra and its Applications

    178 publications · 7K citations

    43

    h-index

  2. Linear and Multilinear Algebra

    49 publications · 1.9K citations

    24

    h-index

  3. arXiv (Cornell University)

    Repository · 44 publications · 3K citations

    22

    h-index

  4. Discrete Mathematics

    39 publications · 1.5K citations

    21

    h-index

  5. Journal of Combinatorial Theory Series B

    20 publications · 1.1K citations

    17

    h-index

1–5