Concepedia

Dynamic Graph Features

Dynamic Graph Features is a graph feature engineering methodology that captures evolving structural and attribute-based patterns in temporal graphs by differentiating itself from static graph features through the explicit incorporation of time-varying relationships and node dynamics.

37

Publications

1.7K

Citations

162

Authors

73

Institutions

Publications per year

2017–2026

31

Parents

Publications

37

Linked Dynamic Graph CNN: Learning on Point Cloud via Linking Hierarchical Features

Kuangen Zhang, Ming Hao, Jing Wang et al. · arXiv (Cornell University) · 2019 · 142 citations · Full text

, , +15

A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD

Kanhao Zhao, Boris Duka, Hua Xie et al. · NeuroImage · 2021 · 142 citations · Full text

, , +17

Dynamic Graph Learning with Content-guided Spatial-Frequency Relation Reasoning for Deepfake Detection

Yuan Wang, Kun Yu, Chen Chen et al. · 2023 · 131 citations

, , +16

Dynamic Graph-Based Feature Learning With Few Edges Considering Noisy Samples for Rotating Machinery Fault Diagnosis

Kaibo Zhou, Chaoying Yang, Jie Liu et al. · IEEE Transactions on Industrial Electronics · 2021 · 98 citations

, , +16

Temporal Graph Networks for Deep Learning on Dynamic Graphs

Emanuele Rossi, Ben Chamberlain, Fabrizio Frasca et al. · arXiv (Cornell University) · 2020 · 95 citations · Full text

, , +15

1–5 of 37

Authors

162

  1. PW
    Pengfei Wang

    Chinese Academy of Sciences, China

    2 publications · 103 citations

    2

    h-index

  2. BL
    Baisheng Lai

    Zhejiang University, China

    2 publications · 103 citations

    2

    h-index

  3. FC
    Fei Chen

    Nagoya University, Japan

    2 publications · 103 citations

    2

    h-index

  4. KZ
    Kaibo Zhou

    Huazhong University of Science and Technology, China

    2 publications · 119 citations

    2

    h-index

  5. ZJ
    Zhongming Jin

    Zhejiang University, China

    2 publications · 103 citations

    2

    h-index

1–5 of 162

Institutions

73

  1. Nanjing University

    Nanjing, China

    2 h-index

    3 publications

    175 citations

  2. Peking University

    Beijing, China

    2 h-index

    4 publications

    190 citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    9 publications

    497 citations

  4. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    4 publications

    211 citations

  5. South China University of Technology

    Guangzhou, China

    2 h-index

    4 publications

    115 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    1 h-index

    2 publications

    262 citations

  7. Laboratoire de Physique de l'ENS de Lyon

    Lyon, France

    1 h-index

    4 publications

    68 citations

  8. University of Auckland

    Auckland, New Zealand

    1 h-index

    3 publications

    165 citations

1–8 of 73

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 392 citations

    5

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 88 citations

    2

    h-index

  3. IEEE Access

    2 publications · 101 citations

    2

    h-index

  4. Measurement Science and Technology

    1 publications · 21 citations

    1

    h-index

  5. IEEE Transactions on Industrial Electronics

    1 publications · 98 citations

    1

    h-index

1–5