Concepedia

Node-attribute Encoding

Node-Attribute Encoding is a hybrid network representation technique that integrates nodal attribute information into the graph structure by transforming node features into encoded representations that preserve both topological and attribute-level semantics within a unified embedding space.

28

Publications

1.6K

Citations

115

Authors

51

Institutions

Publications per year

2017–2026

23

Parents

Publications

28

Deep Attributed Network Embedding

Hongchang Gao, Heng Huang · 2018 · 266 citations · Full text

, , +15

ANRL: Attributed Network Representation Learning via Deep Neural Networks

Zhen Zhang, Hongxia Yang, Jiajun Bu et al. · 2018 · 235 citations · Full text

, , +14

Co-Embedding Attributed Networks

Zaiqiao Meng, Shangsong Liang, Hongyan Bao et al. · 2019 · 170 citations

, , +14

Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks

Jianxin Li, Hao Peng, Yuwei Cao et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 97 citations

, , +9

Multi-Scale attributed node embedding

Benedek Rózemberczki, Carl Allen, Rik Sarkar · Journal of Complex Networks · 2021 · 92 citations · Full text

, , +13

1–5 of 28

Authors

115

  1. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    2 publications · 113 citations

    2

    h-index

  2. ZM
    Zaiqiao Meng

    Sun Yat-sen University, China

    2 publications · 202 citations

    2

    h-index

  3. HZ
    Hekai Zhang

    Beihang University, China

    2 publications · 113 citations

    2

    h-index

  4. JL
    Jianxin Li

    Beihang University, China

    2 publications · 113 citations

    2

    h-index

  5. YC
    Yuwei Cao

    University of Illinois Chicago, United States

    2 publications · 113 citations

    2

    h-index

1–5 of 115

Institutions

51

  1. Indo-American Center

    Chicago, United States

    2 h-index

    2 publications

    113 citations

  2. University of Technology Sydney

    Sydney, Australia

    2 h-index

    6 publications

    222 citations

  3. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    2 h-index

    5 publications

    712 citations

  4. Yanshan University

    Qinhuangdao, China

    2 h-index

    2 publications

    113 citations

  5. Beihang University

    Beijing, China

    2 h-index

    4 publications

    226 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    3 publications

    79 citations

  7. University of Illinois Chicago

    Chicago, United States

    2 h-index

    6 publications

    339 citations

  8. Zhejiang University

    Hangzhou, China

    2 h-index

    10 publications

    1.4K citations

1–8 of 51

Venues

  1. 2

    h-index

  2. IEEE Transactions on Cybernetics

    2 publications · 52 citations

    2

    h-index

  3. Pattern Recognition

    1 publications · 88 citations

    1

    h-index

  4. Journal of Complex Networks

    1 publications · 92 citations

    1

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 97 citations

    1

    h-index

1–5