Concepedia

Hypergraph Spectra

Hypergraph Spectra is a mathematical framework that generalizes spectral graph theory by characterizing the eigenvalues and eigenvectors of matrices or tensors associated with hypergraphs to capture higher-order structural properties beyond pairwise interactions.

54

Publications

1.9K

Citations

94

Authors

64

Institutions

Publications per year

2017–2026

24

Parents

Publications

54

A survey on the spectral theory of nonnegative tensors

Kung-Ching Chang, Liqun Qi, Tan Zhang · Numerical Linear Algebra with Applications · 2013 · 127 citations

, , +12

Spectra of Hypergraphs and Applications

Keqin Feng, Wen-Ching Winnie Li · Journal of Number Theory · 1996 · 117 citations

, , +3

Spectra of general hypergraphs

Anirban Banerjee, Arnab Char, Bibhash Mondal · Linear Algebra and its Applications · 2016 · 97 citations · Full text

, , +5

Spectra, Euclidean representations and clusterings of hypergraphs

Marianna Bolla · Discrete Mathematics · 1993 · 96 citations

, , +10

Spectral Properties of Hypergraph Laplacian and Approximation Algorithms

T-H. Hubert Chan, Anand Louis, Zhihao Gavin Tang et al. · Journal of the ACM · 2018 · 92 citations

, , +17

1–5 of 54

Authors

94

  1. AL
    Anand Louis

    Georgia Institute of Technology, United States

    3 publications · 177 citations

    3

    h-index

  2. ZD
    Zhi Ding

    University of California, Davis, United States

    3 publications · 109 citations

    3

    h-index

  3. SZ
    Songyang Zhang

    University of California, Davis, United States

    3 publications · 109 citations

    3

    h-index

  4. SC
    Shuguang Cui

    Chinese University of Hong Kong, Shenzhen, China

    3 publications · 109 citations

    3

    h-index

  5. HL
    Hongying Lin

    South China Normal University, China

    2 publications · 37 citations

    2

    h-index

1–5 of 94

Institutions

64

  1. University of California, Davis

    Davis, United States

    4 h-index

    9 publications

    431 citations

  2. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    4 h-index

    4 publications

    180 citations

  3. University of South Carolina

    Columbia, United States

    4 h-index

    7 publications

    139 citations

  4. Shenzhen Research Institute of Big Data

    Shenzhen, China

    3 h-index

    3 publications

    162 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    3 publications

    123 citations

  6. Tongji University

    Shanghai, China

    2 h-index

    3 publications

    154 citations

  7. Pennsylvania State University

    State College, United States

    2 h-index

    2 publications

    198 citations

  8. SUNY Brockport

    Brockport, United States

    2 h-index

    3 publications

    86 citations

1–8 of 64

Venues

  1. Linear Algebra and its Applications

    13 publications · 318 citations

    12

    h-index

  2. Discrete Mathematics

    5 publications · 200 citations

    5

    h-index

  3. The Electronic Journal of Combinatorics

    3 publications · 128 citations

    3

    h-index

  4. Linear and Multilinear Algebra

    3 publications · 124 citations

    3

    h-index

  5. Journal of Combinatorial Theory Series A

    2 publications · 34 citations

    2

    h-index

1–5