Ron Levie
Scholar

Ron Levie

Google Scholar ID: 5M94lRgAAAAJ
Faculty of Mathematics, Technion – Israel Institute of Technology
Computational harmonic analysisapplied functional analysisgeometric deep learningdeep learning
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Citations & Impact
All-time
Citations
2,097
 
H-index
17
 
i10-index
21
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
9 items
Position: Message-passing and spectral GNNs are two sides of the same coin
2026
Cited
0
A Graphop Analysis of Graph Neural Networks on Sparse Graphs: Generalization and Universal Approximation
2026
Cited
0
Dense Neural Networks are not Universal Approximators
2026
Cited
0
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
2025
Cited
0
A Note on Graphon-Signal Analysis of Graph Neural Networks
2025
Cited
0
Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models
2025
Cited
0
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
2025
Cited
0
Survey on Generalization Theory for Graph Neural Networks
2025
Cited
0
Resume (English only)
Co-authors
10 total
Gitta Kutyniok
Gitta Kutyniok
Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU Munich
Michael Bronstein
Michael Bronstein
DeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRA
Giuseppe Caire
Giuseppe Caire
Professor, Technical University of Berlin, Germany, and Professor of Electrical Engineering (on
Çağkan Yapar
Çağkan Yapar
TU Berlin
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Nir Sochen
Nir Sochen
Professor of Applied Mathematics, Tel-Aviv University, Israel
Joan Bruna
Joan Bruna
Professor of Computer Science, Data Science & Mathematics (aff), Courant Institute and CDS, NYU