Concepedia

Dynamic Graph Representation

Dynamic Graph Representation is a formal model that captures the evolving structure of a graph over time by encoding temporal patterns of node and edge changes within a unified mathematical framework.

327

Publications

17K

Citations

1.2K

Authors

415

Institutions

Publications per year

2017–2026

201

Parents

Publications

327

Dynamic Network Embedding by Modeling Triadic Closure Process

Le-kui Zhou, Yang Yang, Xiang Ren et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 503 citations · Full text

, , +16

dyngraph2vec: Capturing network dynamics using dynamic graph representation learning

Palash Goyal, Sujit Rokka Chhetri, Arquimedes Canedo · Knowledge-Based Systems · 2019 · 466 citations · Full text

, , +11

Dynamic graph convolutional networks

Franco Manessi, Alessandro Rozza, Mario Manzo · Pattern Recognition · 2019 · 444 citations · Full text

, , +8

DyNet: The Dynamic Neural Network Toolkit

Graham Neubig, Chris Dyer, Yoav Goldberg et al. · arXiv (Cornell University) · 2017 · 345 citations · Full text

, , +12

Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey

Joakim Skarding, Bogdan Gabryś, Katarzyna Musiał · IEEE Access · 2021 · 316 citations · Full text

, , +16

1–5 of 327

Authors

1.2K

  1. DA
    Daniel Archambault

    Swansea University, United Kingdom

    5 publications · 139 citations

    5

    h-index

  2. LC
    Lei Chen

    Hong Kong University of Science and Technology, Hong Kong SAR China

    4 publications · 138 citations

    4

    h-index

  3. AA
    Aijun An

    York University, Canada

    4 publications · 342 citations

    4

    h-index

  4. SK
    Shima Khoshraftar

    York University, Canada

    4 publications · 342 citations

    4

    h-index

  5. XL
    Xuemin Lin

    UNSW Sydney, Australia

    3 publications · 221 citations

    3

    h-index

1–5 of 1.2K

Institutions

415

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    27 publications

    626 citations

  2. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    26 publications

    1.9K citations

  3. Beihang University

    Beijing, China

    9 h-index

    28 publications

    1.3K citations

  4. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    8 h-index

    13 publications

    432 citations

  5. University of Southern California

    Los Angeles, United States

    7 h-index

    15 publications

    1.7K citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    7 h-index

    15 publications

    833 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    7 h-index

    16 publications

    672 citations

  8. Beijing University of Posts and Telecommunications

    Beijing, China

    6 h-index

    15 publications

    527 citations

1–8 of 415

Venues

  1. arXiv (Cornell University)

    Repository · 27 publications · 1.4K citations

    20

    h-index

  2. Neurocomputing

    7 publications · 172 citations

    7

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 664 citations

    6

    h-index

  4. IEEE Access

    7 publications · 517 citations

    6

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 454 citations

    5

    h-index

1–5