Pierre Vandergheynst
Scholar

Pierre Vandergheynst

Google Scholar ID: 1p9NOFEAAAAJ
Professor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)
data sciencemachine learningartificial intelligencenetwork sciencecomputer vision
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Citations & Impact
All-time
Citations
30,400
 
H-index
45
 
i10-index
117
 
Publications
20
 
Co-authors
59
list available
Contact
No contact links provided.
Publications
9 items
Diffusion Processes on Implicit Manifolds
2026
Cited
0
Advection-Diffusion on Graphs: A Bakry-Emery Laplacian for Spectral Graph Neural Networks
2026
Cited
0
Position: Message-passing and spectral GNNs are two sides of the same coin
2026
Cited
0
All-Atom GPCR-Ligand Simulation via Residual Isometric Latent Flow
2026
Cited
0
MEIDNet: Multimodal generative AI framework for inverse materials design
2026
Cited
0
Carré du champ flow matching: better quality-generalisation tradeoff in generative models
2025
Cited
0
Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space
2025
Cited
0
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings
2025
Cited
0
Resume (English only)
Co-authors
59 total
Pascal Frossard
Pascal Frossard
Ecole Polytechnique Fédérale de Lausanne, EPFL
Xavier Bresson
Xavier Bresson
Prof of Computer Science and AI, NUS
Rémi Gribonval
Rémi Gribonval
Inria & ENS de Lyon
Yves Wiaux
Yves Wiaux
Professor, Heriot-Watt University Edinburgh
Jean-Philippe Thiran
Jean-Philippe Thiran
Ecole Polytechnique Fédérale de Lausanne (EPFL)
Co-author 6
Co-author 6
Laurent Jacques
Laurent Jacques
Professor, ISPGroup, INMA/ICTEAM, UCLouvain, Belgium
Gilles Puy
Gilles Puy
valeo.ai