Concepedia

Graph Embedding Design

Graph Embedding Design is a methodological framework within Knowledge Graph Design that formally specifies the construction and optimization of low-dimensional vector representations of graph entities and relations, distinguished by its focus on preserving structural and semantic properties of the knowledge graph for downstream machine learning tasks.

50

Publications

5.3K

Citations

182

Authors

82

Institutions

Publications per year

2017–2026

36

Parents

Publications

50

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

Knowledge Graph Embedding for Link Prediction

Andrea Rossi, Denilson Barbosa, Donatella Firmani et al. · ACM Transactions on Knowledge Discovery from Data · 2021 · 476 citations · Full text

, , +13

Knowledge base graph embedding module design for Visual question answering model

Wenfeng Zheng, Lirong Yin, Xiaobing Chen et al. · Pattern Recognition · 2021 · 213 citations

, , +14

Semantically Smooth Knowledge Graph Embedding

Shu Guo, Quan Wang, Bin Wang et al. · 2015 · 154 citations · Full text

, , +15

Knowledge Graph Embedding for Link Prediction: A Comparative Analysis

Andrea Rossi, Donatella Firmani, Antonio Matinata et al. · arXiv (Cornell University) · 2020 · 141 citations · Full text

, , +13

1–5 of 50

Authors

182

  1. LG
    Li Guo

    Chinese Academy of Sciences, China

    3 publications · 2.9K citations

    3

    h-index

  2. QY
    Quanming Yao

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 121 citations

    3

    h-index

  3. QW
    Quan Wang

    Chinese Academy of Sciences, China

    3 publications · 2.9K citations

    3

    h-index

  4. DF
    Donatella Firmani

    Roma Tre University, Italy

    2 publications · 617 citations

    2

    h-index

  5. PM
    Paolo Merialdo

    Roma Tre University, Italy

    2 publications · 617 citations

    2

    h-index

1–5 of 182

Institutions

82

  1. Institute of Information Engineering

    Beijing, China

    4 h-index

    14 publications

    9.3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    13 publications

    1.3K citations

  3. Tsinghua University

    Beijing, China

    3 h-index

    8 publications

    123 citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    14 publications

    1.7K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    7 publications

    674 citations

  6. Renmin University of China

    Beijing, China

    2 h-index

    6 publications

    545 citations

  7. Beijing University of Posts and Telecommunications

    Beijing, China

    2 h-index

    5 publications

    142 citations

  8. University of Science and Technology of China

    Hefei, China

    2 h-index

    9 publications

    376 citations

1–8 of 82

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 212 citations

    4

    h-index

  2. Pattern Recognition

    4 publications · 366 citations

    4

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 95 citations

    2

    h-index

  4. Knowledge-Based Systems

    2 publications · 63 citations

    2

    h-index

  5. ACM Transactions on Knowledge Discovery from Data

    TKDD · 1 publications · 476 citations

    1

    h-index

1–5