Concepedia

Knowledge Graph Embeddings

Knowledge Graph Embedding is a representation learning method that maps entities and relations in a knowledge graph to low-dimensional vector spaces while preserving their structural and semantic properties.

824

Publications

76.1K

Citations

2.5K

Authors

616

Institutions

Publications per year

2017–2026

776

Variants

Knowledge Graph Embedding

Parents

Publications

824

Knowledge Graph Embedding by Translating on Hyperplanes

Zhen Wang, Jianwen Zhang, Jianlin Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 3.8K citations · Full text

, , +12

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

, , +15

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Shaoxiong Ji, Shirui Pan, Erik Cambria et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 2.7K citations · Full text

, , +15

Knowledge Graph Embedding: A Survey of Approaches and Applications

Quan Wang, Zhendong Mao, Bin Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 2.7K citations

, , +16

Convolutional 2D Knowledge Graph Embeddings

Tim Dettmers, Pasquale Minervini, Pontus Stenetorp et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.4K citations · Full text

, , +14

1–5 of 824

Authors

2.5K

  1. WH
    Wei Hu

    Nanjing University, China

    18 publications · 1.9K citations

    16

    h-index

  2. ZS
    Zequn Sun

    Nanjing University, China

    16 publications · 1.9K citations

    15

    h-index

  3. HC
    Huajun Chen

    Zhejiang University, China

    17 publications · 1.3K citations

    14

    h-index

  4. JL
    Jens Lehmann

    University of Bonn, Germany

    17 publications · 671 citations

    14

    h-index

  5. MC
    Muhao Chen

    University of Southern California, United States

    15 publications · 2.1K citations

    12

    h-index

1–5 of 2.5K

Institutions

616

  1. Chinese Academy of Sciences

    Beijing, China

    29 h-index

    154 publications

    18.6K citations

  2. Tsinghua University

    Beijing, China

    27 h-index

    104 publications

    24.1K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    25 h-index

    110 publications

    5.5K citations

  4. Tencent (China)

    Shenzhen, China

    21 h-index

    51 publications

    3K citations

  5. Zhejiang University

    Hangzhou, China

    20 h-index

    98 publications

    5.9K citations

  6. Institute of Information Engineering

    Beijing, China

    18 h-index

    68 publications

    12.7K citations

  7. Wuhan University

    Wuhan, China

    16 h-index

    39 publications

    1.5K citations

  8. Institute of Computing Technology

    Beijing, China

    16 h-index

    65 publications

    2.9K citations

1–8 of 616

Venues

  1. arXiv (Cornell University)

    Repository · 121 publications · 6.7K citations

    38

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 57 publications · 15.9K citations

    37

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 25 publications · 3.9K citations

    20

    h-index

  4. Knowledge-Based Systems

    32 publications · 1.1K citations

    20

    h-index

  5. IEEE Access

    23 publications · 713 citations

    18

    h-index

1–5