Concepedia

Graph Signal Diffusion

Graph Signal Diffusion is a computational framework that models the propagation of signals over a graph structure by leveraging localized diffusion operators to capture the intrinsic topological dynamics of the network.

11

Publications

406

Citations

25

Authors

21

Institutions

Publications per year

2017–2026

9

Parents

Publications

11

Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals

Vincent Gripon, Bastien Pasdeloup, Grégoire Mercier et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2018 · 149 citations

, , +14

Distributed Diffusion Adaptation Over Graph Signals

Roula Nassif, Cédric Richard, Jie Chen et al. · 2018 · 45 citations · Full text

, , +16

Hypergraph-regularized multimodal learning by graph diffusion for imaging genetics based Alzheimer’s Disease diagnosis

Meiling Wang, Wei Shao, Shuo Huang et al. · Medical Image Analysis · 2023 · 41 citations

, , +14

Diffusion filtering of graph signals and its use in recommendation systems

Jeremy Ma, Weiyu Huang, Santiago Segarra et al. · 2016 · 34 citations

, , +16

Graphon Filters: Graph Signal Processing in the Limit

Matthew W. Morency, Geert Leus · IEEE Transactions on Signal Processing · 2021 · 31 citations · Full text

, , +14

1–5 of 11

Authors

25

  1. AR
    Alejandro Ribeiro

    University of Pennsylvania, United States

    4 publications · 94 citations

    4

    h-index

  2. SS
    Santiago Segarra

    Rice University, United States

    3 publications · 78 citations

    3

    h-index

  3. AH
    Ali H. Sayed

    University of California, Los Angeles, United States

    2 publications · 62 citations

    2

    h-index

  4. DP
    Dominique Pastor

    Université de Bretagne Occidentale, France

    2 publications · 161 citations

    2

    h-index

  5. CR
    Cédric Richard

    Centre National de la Recherche Scientifique, France

    2 publications · 62 citations

    2

    h-index

1–5 of 25

Institutions

21

  1. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    9 publications

    230 citations

  2. Université Côte d'Azur

    Nice, France

    2 h-index

    2 publications

    62 citations

  3. Université de Bretagne Occidentale

    Brest, France

    2 h-index

    5 publications

    197 citations

  4. Laboratoire des Sciences et Techniques de l’Information de la Communication et de la Connaissance

    Brest, France

    2 h-index

    5 publications

    197 citations

  5. Universidad Rey Juan Carlos

    Madrid, Spain

    2 h-index

    5 publications

    86 citations

  6. Lagrange Laboratory

    Nice, France

    2 h-index

    4 publications

    124 citations

  7. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    2 h-index

    3 publications

    107 citations

  8. Observatoire de la Côte d’Azur

    Nice, France

    2 h-index

    3 publications

    79 citations

1–8 of 21

Venues

  1. 3

    h-index

  2. IEEE Transactions on Signal Processing

    2 publications · 47 citations

    2

    h-index

  3. Medical Image Analysis

    1 publications · 41 citations

    1

    h-index

  4. IEEE Signal Processing Letters

    1 publications · 17 citations

    1

    h-index

  5. HAL (Le Centre pour la Communication Scientifique Directe)

    Repository · 1 publications · 149 citations

    1

    h-index

1–5