Concepedia

Graph Processing

Graph Processing is a computational paradigm that specializes in the efficient manipulation and analysis of graph-structured data through vertex-edge representations, distinguishing itself from other GPU computing methods by its focus on irregular, sparse, and highly connected data traversals.

2K

Publications

132.4K

Citations

5.3K

Authors

1.2K

Institutions

Publications per year

2017–2026

1.1K

Parents

Publications

2K

Deep Learning On Graphs (Graphsip Summer School)

Michaël Defferrard · Figshare · 2016 · 5.1K citations

, , +16

Graph structure in the Web

Andrei Broder, Ravi Kumar, Farzin Maghoul et al. · Computer Networks · 2000 · 2.8K citations

, , +15

Graph Convolutional Neural Networks for Web-Scale Recommender Systems

2018 · 2.8K citations · Full text

, , +15

Graph Signal Processing: Overview, Challenges, and Applications

Antonio Ortega, Pascal Frossard, Jelena Kovačević et al. · Proceedings of the IEEE · 2018 · 1.8K citations · Full text

, , +12

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

1–5 of 2K

Authors

5.3K

  1. HJ
    Hai Jin

    Huazhong University of Science and Technology, China

    36 publications · 1.1K citations

    22

    h-index

  2. BH
    Bingsheng He

    National University of Singapore, Singapore

    34 publications · 1.5K citations

    22

    h-index

  3. XL
    Xiaofei Liao

    Huazhong University of Science and Technology, China

    20 publications · 566 citations

    16

    h-index

  4. MB
    Maciej Besta

    ETH Zurich, Switzerland

    19 publications · 820 citations

    15

    h-index

  5. XL
    Xuemin Lin

    UNSW Sydney, Australia

    16 publications · 833 citations

    15

    h-index

1–5 of 5.3K

Institutions

1.2K

  1. Carnegie Mellon University

    Pittsburgh, United States

    34 h-index

    123 publications

    19K citations

  2. Tsinghua University

    Beijing, China

    33 h-index

    173 publications

    11.5K citations

  3. Peking University

    Beijing, China

    31 h-index

    130 publications

    7.5K citations

  4. University of Southern California

    Los Angeles, United States

    29 h-index

    91 publications

    7.5K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    28 h-index

    121 publications

    7.8K citations

  6. National University of Singapore

    Singapore, Singapore

    27 h-index

    102 publications

    5.5K citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    26 h-index

    82 publications

    5.4K citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    25 h-index

    242 publications

    7.5K citations

1–8 of 1.2K

Venues

  1. arXiv (Cornell University)

    Repository · 133 publications · 9.5K citations

    43

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 58 publications · 4.3K citations

    32

    h-index

  3. IEEE Transactions on Signal Processing

    28 publications · 2.5K citations

    25

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 36 publications · 1.6K citations

    22

    h-index

  5. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 29 publications · 1.3K citations

    22

    h-index

1–5