Concepedia

Graph Attention Networks

Graph Attention Networks is a neural network model that generalizes the attention mechanism to graph-structured data by enabling nodes to attend to their neighbors' features through learnable weighted aggregation, thereby distinguishing itself from other graph neural networks through its adaptive and context-dependent weighting of neighbor contributions.

1.4K

Publications

98.7K

Citations

5.6K

Authors

1K

Institutions

Publications per year

2017–2026

1.4K

Variants

Gats

Parents

Publications

1.4K

Graph Attention Networks

Guillem Cucurull, Arantxa Casanova, Adriana Romero et al. · arXiv (Cornell University) · 2017 · 8.3K citations · Full text

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Heterogeneous Graph Attention Network

Xiao Wang, Houye Ji, Chuan Shi et al. · 2019 · 2.9K citations · Full text

, , +13

ADMETlab 2.0: an integrated online platform for accurate and comprehensive predictions of ADMET properties

Guo‐Li Xiong, Jiacai Yi, Li Fu et al. · Nucleic Acids Research · 2021 · 2.7K citations · Full text

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KGAT

Xiang Wang, Xiangnan He, Yixin Cao et al. · 2019 · 2.1K citations · Full text

, , +16

GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1.6K citations · Full text

, , +14

1–5 of 1.4K

Authors

5.6K

  1. CS
    Chuan Shi

    Beijing University of Posts and Telecommunications, China

    7 publications · 3.5K citations

    7

    h-index

  2. QZ
    Qi Zhao

    University of Science and Technology Liaoning, China

    7 publications · 826 citations

    7

    h-index

  3. GW
    Guangtao Wang

    Xi'an Jiaotong University, China

    7 publications · 242 citations

    7

    h-index

  4. ZY
    Zhu‐Hong You

    Xinjiang Technical Institute of Physics & Chemistry, China

    7 publications · 261 citations

    7

    h-index

  5. JL
    Jiawei Luo

    Hunan University, China

    6 publications · 423 citations

    6

    h-index

1–5 of 5.6K

Institutions

1K

  1. Chinese Academy of Sciences

    Beijing, China

    39 h-index

    191 publications

    23.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    33 h-index

    110 publications

    14.4K citations

  3. Tsinghua University

    Beijing, China

    29 h-index

    134 publications

    10.2K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    28 h-index

    97 publications

    10.2K citations

  5. Sun Yat-sen University

    Guangzhou, China

    28 h-index

    111 publications

    11.4K citations

  6. Wuhan University

    Wuhan, China

    26 h-index

    120 publications

    8.5K citations

  7. Peking University

    Beijing, China

    26 h-index

    83 publications

    9.5K citations

  8. Central South University

    Changsha, China

    25 h-index

    105 publications

    21.9K citations

1–8 of 1K

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 46 publications · 4.8K citations

    31

    h-index

  2. arXiv (Cornell University)

    Repository · 96 publications · 14K citations

    31

    h-index

  3. Briefings in Bioinformatics

    37 publications · 2.7K citations

    27

    h-index

  4. Expert Systems with Applications

    31 publications · 1.4K citations

    24

    h-index

  5. Knowledge-Based Systems

    35 publications · 1.3K citations

    23

    h-index

1–5