Concepedia

Tree-based Network Embedding

Tree-Based Network Embedding is a network embedding framework that belongs to the class of graph representation learning methods, distinguished by its specific adaptation of hierarchical tree structures to preserve both global topology and local proximity in Fat-Tree network topologies.

11

Publications

449

Citations

30

Authors

17

Institutions

Publications per year

2017–2026

5

Parents

Publications

11

Embedding of tree networks into hypercubes

Angela Y. Wu · Journal of Parallel and Distributed Computing · 1985 · 172 citations

, , +9

Network embedding: Taxonomies, frameworks and applications

Mingliang Hou, Jing Ren, Da Zhang et al. · Computer Science Review · 2020 · 63 citations

, , +11

Multi-perception graph convolutional tree-embedded network for aero-engine bearing health monitoring with unbalanced data

Dezun Zhao, Wenbin Cai, Lingli Cui · Reliability Engineering & System Safety · 2025 · 50 citations

, , +15

Graph Embedded One-Class Classifiers for media data classification

Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas et al. · Pattern Recognition · 2016 · 43 citations · Full text

, , +13

An Abstract Syntax Tree Encoding Method for Cross-Project Defect Prediction

Ziyi Cai, Lu Lu, Shaojian Qiu · IEEE Access · 2019 · 43 citations · Full text

, , +15

1–5 of 11

Authors

30

  1. WC
    Wenbin Cai

    Beijing University of Technology, China

    1 publications · 50 citations

    1

    h-index

  2. JY
    Junchi Yan

    Shanghai Jiao Tong University, China

    1 publications · 13 citations

    1

    h-index

  3. DZ
    Dongyu Zhang

    Dalian University of Technology, China

    1 publications · 63 citations

    1

    h-index

  4. IK
    Irwin King

    Chinese University of Hong Kong, Hong Kong SAR China

    1 publications · 14 citations

    1

    h-index

  5. JR
    Jing Ren

    Dalian University of Technology, China

    1 publications · 63 citations

    1

    h-index

1–5 of 30

Institutions

17

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    42 citations

  2. University of Miami

    Coral Gables, United States

    1 h-index

    2 publications

    126 citations

  3. State University of New York

    Albany, United States

    1 h-index

    1 publications

    14 citations

  4. Huawei Technologies (China)

    Shenzhen, China

    1 h-index

    2 publications

    28 citations

  5. Louisiana State University

    Baton Rouge, United States

    1 h-index

    1 publications

    14 citations

  6. Dalian University of Technology

    Dalian, China

    1 h-index

    4 publications

    252 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    1 h-index

    2 publications

    26 citations

  8. Federation University

    Ballarat, Australia

    1 h-index

    1 publications

    63 citations

1–8 of 17

Venues

  1. Journal of Parallel and Distributed Computing

    3 publications · 199 citations

    3

    h-index

  2. 1

    h-index

  3. Pattern Recognition

    1 publications · 43 citations

    1

    h-index

  4. Reliability Engineering & System Safety

    1 publications · 50 citations

    1

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 13 citations

    1

    h-index

1–5