Concepedia

Hyperedge Representation

Hyperedge Representation is a methodological construct in hypergraph visualization that encodes the structural and relational properties of hyperedges—generalized edges connecting multiple vertices—through visual primitives or geometric configurations to explicitly convey higher-order interactions among elements.

148

Publications

6.3K

Citations

391

Authors

225

Institutions

Publications per year

2017–2026

65

Parents

Publications

148

HGNN<sup>+</sup>: General Hypergraph Neural Networks

Yue Gao, Yifan Feng, Shuyi Ji et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 462 citations

, , +12

Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications

Shenghua Gao, Ivor W. Tsang, Liang-Tien Chia · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 360 citations

, , +16

Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation

Yifan Feng, Jiangang Huang, Shaoyi Du et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 237 citations

, , +16

Spectral-Spatial Constraint Hyperspectral Image Classification

Rongrong Ji, Yue Gao, Richang Hong et al. · IEEE Transactions on Geoscience and Remote Sensing · 2013 · 207 citations · Full text

, , +16

Intuitionistic fuzzy hypergraphs with applications

Muhammad Akram, Wiesław A. Dudek · Information Sciences · 2012 · 193 citations

, , +11

1–5 of 148

Authors

391

  1. YG
    Yue Gao

    Tsinghua University, China

    7 publications · 1.1K citations

    7

    h-index

  2. MA
    Muhammad Akram

    University of the Punjab, Pakistan

    7 publications · 324 citations

    7

    h-index

  3. RJ
    Rongrong Ji

    Xiamen University, China

    4 publications · 928 citations

    4

    h-index

  4. KS
    Kijung Shin

    Korea Advanced Institute of Science and Technology, South Korea

    3 publications · 111 citations

    3

    h-index

  5. HY
    Hongzhi Yin

    The University of Queensland, Australia

    3 publications · 145 citations

    3

    h-index

1–5 of 391

Institutions

225

  1. University of the Punjab

    Lahore, Pakistan

    7 h-index

    11 publications

    394 citations

  2. Xiamen University

    Xiamen, China

    6 h-index

    11 publications

    1.1K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    18 publications

    3.1K citations

  4. Télécom Paris

    Palaiseau, France

    5 h-index

    8 publications

    344 citations

  5. Sapienza University of Rome

    Rome, Italy

    5 h-index

    9 publications

    361 citations

  6. University of Pisa

    Pisa, Italy

    4 h-index

    10 publications

    274 citations

  7. Stony Brook University

    Stony Brook, United States

    4 h-index

    6 publications

    101 citations

  8. University of Bremen

    Bremen, Germany

    4 h-index

    5 publications

    95 citations

1–8 of 225

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 137 citations

    7

    h-index

  2. 6

    h-index

  3. Discrete Mathematics

    5 publications · 162 citations

    5

    h-index

  4. Theoretical Computer Science

    4 publications · 155 citations

    4

    h-index

  5. Information Processing Letters

    4 publications · 150 citations

    4

    h-index

1–5