Concepedia

Graph Data Structures

Graph Data Structures is a data organization paradigm that formally represents entities as vertices and relationships between entities as edges, distinguished from other data structures by its explicit modeling of pairwise connections within a networked topology.

832

Publications

60K

Citations

2.4K

Authors

820

Institutions

Publications per year

2017–2026

368

Parents

Publications

832

Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials

Philipp Krähenbühl, Vladlen Koltun · arXiv (Cornell University) · 2012 · 3K citations · Full text

, , +12

Graph structure in the Web

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

, , +15

{SNAP Datasets}: {Stanford} Large Network Dataset Collection

Jure Leskovec, Andrej Krevl · 2014 · 2.8K citations

, , +8

Graph Neural Networks for Social Recommendation

Wenqi Fan, Yao Ma, Qing Li et al. · 2019 · 1.9K citations · Full text

, , +14

Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks

Zonghan Wu, Shirui Pan, Guodong Long et al. · 2020 · 1.8K citations · Full text

, , +16

1–5 of 832

Authors

2.4K

  1. KH
    Kotaro Hirasawa

    Waseda University, Japan

    9 publications · 482 citations

    9

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    8 publications · 1.2K citations

    8

    h-index

  3. SM
    Shingo Mabu

    Waseda University, Japan

    8 publications · 472 citations

    8

    h-index

  4. JL
    Juan L. Reutter

    Pontificia Universidad Católica de Chile, Chile

    5 publications · 232 citations

    5

    h-index

  5. GF
    George Fletcher

    Eindhoven University of Technology, Netherlands

    5 publications · 239 citations

    5

    h-index

1–5 of 2.4K

Institutions

820

  1. IBM (United States)

    Armonk, United States

    12 h-index

    21 publications

    2.1K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    12 h-index

    26 publications

    2.1K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    12 h-index

    38 publications

    1.9K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    20 publications

    895 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    11 h-index

    30 publications

    4.6K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    31 publications

    991 citations

  7. Tsinghua University

    Beijing, China

    11 h-index

    28 publications

    1.5K citations

  8. Peking University

    Beijing, China

    10 h-index

    29 publications

    2K citations

1–8 of 820

Venues

  1. arXiv (Cornell University)

    Repository · 43 publications · 8.2K citations

    22

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 20 publications · 1.5K citations

    18

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 17 publications · 1.2K citations

    15

    h-index

  4. BMC Bioinformatics

    8 publications · 214 citations

    9

    h-index

  5. IEEE Access

    8 publications · 548 citations

    9

    h-index

1–5