Standout Papers

The emerging field of signal processing on graphs: Extending high-dimensional data a... 2011 2026 2016 2021 1.9k
  1. The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains (2013)
    David I Shuman, Sunil K. Narang et al. IEEE Signal Processing Magazine
  2. DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks (2016)
    Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi et al. Infoscience (Ecole Polytechnique Fédérale de Lausanne)
  3. Graph Signal Processing: Overview, Challenges, and Applications (2018)
    Antonio Ortega, Pascal Frossard et al. Proceedings of the IEEE
  4. Dictionary Learning (2011)
    Ivana Tošić, Pascal Frossard IEEE Signal Processing Magazine
  5. Equivariant 3D-conditional diffusion model for molecular linker design (2024)
    Ilia Igashov, H. Stärk et al. Nature Machine Intelligence

Immediate Impact

13 from Science/Nature 60 standout
Sub-graph 1 of 23

Citing Papers

SOX9 switch links regeneration to fibrosis at the single-cell level in mammalian kidneys
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Machine Learning Aided Design and Optimization of Thermal Metamaterials
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2 intermediate papers

Works of Pascal Frossard being referenced

Analysis of universal adversarial perturbations
2017
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
2013 Standout

Author Peers

Author Last Decade Papers Cites
Pascal Frossard 3621 1900 1668 4538 399 10.0k
Antonio Ortega 2843 1755 876 2515 226 6.8k
Pierre Vandergheynst 4813 1293 629 3763 269 12.5k
Alan S. Willsky 3630 1908 1574 3393 315 13.8k
Yi Zhang 3170 614 944 3497 482 9.7k
Shankar Sastry 5527 1070 2938 2713 176 19.6k
Max Welling 4584 1237 520 6112 157 12.4k
José M. F. Moura 1240 805 4153 4059 251 10.2k
Martin J. Wainwright 2348 812 2699 3980 163 10.5k
João P. Hespanha 5392 1375 2674 1479 192 13.9k
Henry Leung 1634 906 1960 2653 463 9.5k

All Works

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2026