Concepedia

Knowledge Graphs

Knowledge Graphs is a structured representation of knowledge that models entities, their attributes, and the semantic relationships between them within a specific domain, distinguished from other knowledge representations by its emphasis on interpretable, graph-based data structures where nodes denote entities and edges encode semantically meaningful relations.

4.5K

Publications

308.2K

Citations

12.7K

Authors

2.2K

Institutions

Publications per year

2017–2026

3.5K

Parents

Children

Publications

4.5K

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Dagstuhl Research Online Publication Server · 2025 · 16.2K citations · Full text

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Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

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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

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1–5 of 4.5K

Authors

12.7K

  1. ZL
    Zhiyuan Liu

    Tsinghua University, China

    43 publications · 10.8K citations

    30

    h-index

  2. HC
    Huajun Chen

    Zhejiang University, China

    42 publications · 2.6K citations

    26

    h-index

  3. JL
    Juanzi Li

    Tsinghua University, China

    28 publications · 2.7K citations

    21

    h-index

  4. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    29 publications · 4.7K citations

    21

    h-index

  5. SP
    Shirui Pan

    Monash University, Australia

    24 publications · 4.6K citations

    20

    h-index

1–5 of 12.7K

Institutions

2.2K

  1. Tsinghua University

    Beijing, China

    69 h-index

    540 publications

    71K citations

  2. Chinese Academy of Sciences

    Beijing, China

    55 h-index

    614 publications

    45.2K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    49 h-index

    424 publications

    23.7K citations

  4. Peking University

    Beijing, China

    41 h-index

    265 publications

    83.4K citations

  5. University of Science and Technology of China

    Hefei, China

    40 h-index

    209 publications

    15.7K citations

  6. Zhejiang University

    Hangzhou, China

    39 h-index

    355 publications

    18.9K citations

  7. Alibaba Group (China)

    Hangzhou, China

    39 h-index

    161 publications

    9.9K citations

  8. Tencent (China)

    Shenzhen, China

    37 h-index

    129 publications

    10.5K citations

1–8 of 2.2K

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 152 publications · 27.5K citations

    65

    h-index

  2. arXiv (Cornell University)

    Repository · 399 publications · 29.3K citations

    63

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 94 publications · 9.9K citations

    42

    h-index

  4. Knowledge-Based Systems

    123 publications · 5.3K citations

    42

    h-index

  5. IEEE Access

    84 publications · 3.4K citations

    33

    h-index

1–5