Concepedia

Graph Transduction

Graph Transduction is a semi-supervised learning method that, within the context of network propagation, leverages both labeled and unlabeled nodes in a graph to infer the labels of unseen nodes by exploiting the graph's structural and feature information.

34

Publications

2.3K

Citations

91

Authors

53

Institutions

Publications per year

2017–2026

12

Variants

Transductive Learning On Graphs

Parents

Publications

34

Adaptive Hypergraph Learning and its Application in Image Classification

Jun Yu, Dacheng Tao, Meng Wang · IEEE Transactions on Image Processing · 2012 · 410 citations

, , +10

Graph construction and <i>b</i> -matching for semi-supervised learning

Tony Jebara, Jun Wang, Shih‐Fu Chang · 2009 · 325 citations

, , +16

Learning Context-Sensitive Shape Similarity by Graph Transduction

Xiang Bai, Xing‐Wei Yang, Longin Jan Latecki et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 285 citations

, , +16

Monadic second-order definable graph transductions: a survey

Bruno Courcelle · Theoretical Computer Science · 1994 · 226 citations

, , +10

Graph Transformer for Graph-to-Sequence Learning

Deng Cai, Wai Lam · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 172 citations · Full text

, , +16

1–5 of 34

Authors

91

  1. MP
    Marcello Pelillo

    Ca' Foscari University of Venice, Italy

    4 publications · 97 citations

    4

    h-index

  2. SV
    Sebastiano Vascon

    Ca' Foscari University of Venice, Italy

    3 publications · 52 citations

    3

    h-index

  3. KD
    Kevin Duh

    Johns Hopkins University, United States

    2 publications · 120 citations

    2

    h-index

  4. SA
    Sinem Aslan

    Ca' Foscari University of Venice, Italy

    2 publications · 38 citations

    2

    h-index

  5. YZ
    Yingying Zhu

    University of North Carolina at Chapel Hill, United States

    2 publications · 79 citations

    2

    h-index

1–5 of 91

Institutions

53

  1. Ca' Foscari University of Venice

    Venice, Italy

    4 h-index

    11 publications

    211 citations

  2. Columbia University

    New York, United States

    4 h-index

    11 publications

    1.5K citations

  3. Brazilian Society of Computational and Applied Mathematics

    São Carlos, Brazil

    2 h-index

    4 publications

    44 citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    12 publications

    427 citations

  5. Chongqing Jiaotong University

    Chongqing, China

    2 h-index

    2 publications

    79 citations

  6. Temple University

    Philadelphia, United States

    2 h-index

    4 publications

    634 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    420 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    251 citations

1–8 of 53

Venues

  1. Pattern Recognition Letters

    3 publications · 53 citations

    3

    h-index

  2. IEEE Transactions on Image Processing

    2 publications · 435 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 48 citations

    2

    h-index

  4. Information Sciences

    2 publications · 58 citations

    2

    h-index

  5. 2

    h-index

1–5