Pierre Vandergheynst is affiliated with the École Polytechnique Fédérale de Lausanne in Switzerland and specializes in research intersecting biochemistry, genetics, and molecular biology. Their contributions include a focus on molecular biology, artificial intelligence, materials chemistry, cognitive neuroscience, and computational theory and mathematics.
The scientist's work extensively covers areas such as protein structure and dynamics, RNA and protein synthesis mechanisms, neural dynamics and brain function, computational drug discovery methods, neural networks and applications, enzyme structure and function, and advanced graph neural networks.
Frequent collaborative partnerships have been formed with several researchers, including Bruno E. Correia, Stéphane Rosset, Andreas Loukas, Michaël Defferrard, and Michael M. Bronstein. These collaborations have contributed to a steady output of published works across several venues.
Publication activity has been notable in venues such as bioRxiv (Cold Spring Harbor Laboratory), arXiv (Cornell University), Zenodo (CERN European Organization for Nuclear Research), Nature Machine Intelligence, and Nature Methods. Notably, bioRxiv and arXiv stand out as primary channels for disseminating research findings.
Recent papers include the following:
This body of work reflects a multidisciplinary approach linking computational methods with biological processes and molecular structures.
Michaël Defferrard;Xavier Bresson;Pierre Vandergheynst
David I Shuman;Sunil K. Narang;Pascal Frossard;Antonio Ortega
Michael M. Bronstein;Joan Bruna;Yann LeCun;Arthur Szlam
Alexandre Alahi;Raphael Ortiz;Pierre Vandergheynst
David K. Hammond;Pierre Vandergheynst;Rémi Gribonval
Antonio Ortega;Pascal Frossard;Jelena Kovacevic;Jose M. F. Moura
Xavier Bresson;Selim Esedoglu;Pierre Vandergheynst;Jean-Philippe Thiran
H. Mamaghanian;N. Khaled;D. Atienza;P. Vandergheynst
Youngjoo Seo;Michaël Defferrard;Pierre Vandergheynst;Xavier Bresson
Jonathan Masci;Davide Boscaini;Michael M. Bronstein;Pierre Vandergheynst
H. Rauhut;K. Schnass;P. Vandergheynst
Xiaowen Dong;Dorina Thanou;Pascal Frossard;Pierre Vandergheynst
Jean-Pierre Antoine;Romain Murenzi;Pierre Vandergheynst;Syed Twareque Ali
Patric Hagmann;Jean-Philippe Thiran;Lisa Jonasson;Pierre Vandergheynst
David I Shuman;Benjamin Ricaud;Pierre Vandergheynst
Nathanaël Perraudin;Johan Paratte;David Shuman;Lionel Martin
Yves Wiaux;Yves Wiaux;Laurent Jacques;Laurent Jacques;Gilles Puy;A. M. M. Scaife
Xiaowen Dong;Pascal Frossard;Pierre Vandergheynst;Nikolai Nefedov
Jean-Pierre Antoine;Pierre Vandergheynst
Nathanael Perraudin;Pierre Vandergheynst
Michaël Defferrard;Kirell Benzi;Pierre Vandergheynst;Xavier Bresson
Jean-Pierre Antoine;Romain Murenzi;Pierre Vandergheynst;Syed Twareque Ali
If you think any of the details on this page are incorrect, let us know.
Exploring computer science in the USA opens access to a vast array of online degree options, catering to diverse academic goals and budgets. Students looking for affordability and flexibility might consider one of the cheapest masters degrees available online—these programs help minimize student debt while delivering quality education.
For those with leadership aspirations beyond computer science, specialized programs like a doctorate organizational leadership online offer advanced skills for executive roles. Alternatively, if you seek a swift entry into the tech workforce or want a foundational credential, earning the easiest associate degree can be a smart move, helping you get started faster.
Considering a doctorate? It’s wise to understand how much does a doctorate in education cost, as program expenses can vary widely. Whether you’re aiming for a quick entry point or the highest academic achievement, online pathways make launching or advancing your computer science career more accessible than ever.
University of Minnesota
University of Utah
Rutgers, The State University of New Jersey
Max Planck Society
Bethel University
Yale University
Catholic University of Portugal
University of Connecticut
University of Liverpool
Korea University
University of Hohenheim
University of London
Hadassah Hebrew University Medical Center
University of Montana
University of Porto
University of Oklahoma
