Concepedia

Spatial Graph Representation

Spatial Graph Representation is a formal method for modeling spatial knowledge by structuring entities and their relationships as a graph, where nodes represent spatial entities and edges encode topological, geometric, or semantic relations among them.

90

Publications

6.1K

Citations

261

Authors

151

Institutions

Publications per year

2017–2026

48

Parents

Publications

90

Skeleton-Based Action Recognition With Shift Graph Convolutional Network

Ke Cheng, Yifan Zhang, Xiangyu He et al. · 2020 · 948 citations

, , +11

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

Mengzhang Li, Zhanxing Zhu · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 849 citations · Full text

, , +16

Protein interface prediction using graph convolutional networks

Alex Fout, Asa Ben‐Hur · Digital Collections of Colorado (Colorado State University) · 2017 · 567 citations · Full text

, , +16

Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks

Hongsong Wang, Liang Wang · 2017 · 455 citations

, , +12

SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction

Liushuai Shi, Le Wang, Chengjiang Long et al. · 2021 · 314 citations

, , +14

1–5 of 90

Authors

261

  1. NS
    Nageswara S. V. Rao

    Oak Ridge National Laboratory, United States

    3 publications · 153 citations

    3

    h-index

  2. CJ
    C.C. Jorgensen

    Ames Research Center, United States

    3 publications · 153 citations

    3

    h-index

  3. CW
    C.R. Weisbin

    Oak Ridge National Laboratory, United States

    3 publications · 153 citations

    3

    h-index

  4. KT
    Kouki Taniyama

    Tokyo Woman's Christian University, Japan

    3 publications · 63 citations

    3

    h-index

  5. ML
    Mengzhang Li

    Peking University, China

    2 publications · 917 citations

    2

    h-index

1–5 of 261

Institutions

151

  1. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    17 publications

    6.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    16 publications

    7K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    229 citations

  4. Waseda University

    Tokyo, Japan

    2 h-index

    3 publications

    31 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    4 publications

    111 citations

  6. Tulane University

    New Orleans, United States

    2 h-index

    2 publications

    86 citations

  7. Nanjing University of Science and Technology

    Nanjing, China

    2 h-index

    8 publications

    240 citations

  8. University of Alberta

    Edmonton, Canada

    2 h-index

    2 publications

    58 citations

1–8 of 151

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 149 citations

    5

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 992 citations

    5

    h-index

  3. 3

    h-index

  4. Journal of the American Society for Information Science

    JASIS · 2 publications · 86 citations

    2

    h-index

  5. IEEE Transactions on Multimedia

    2 publications · 34 citations

    2

    h-index

1–5