Benoît Gaüzère

Two new graphs kernels in chemoinformatics

Benoît Gaüzère, Luc Brun, Didier Villemin · Pattern Recognition Letters · 2012 · 83 citations

Engineering, Graph Theory, Data Science +6

Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach

Guillaume Hoffmann, Muhammet Balcılar, Vincent Tognetti et al. · Journal of Computational Chemistry · 2020 · 47 citations

Topological Descriptors, Engineering, Machine Learning +26

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective

Muhammet Balcılar, Guillaume Renton, Pierre Héroux et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2021 · 44 citations · Full text

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks

Muhammet Balcılar, Guillaume Renton, Pierre Héroux et al. · arXiv (Cornell University) · 2020 · 38 citations · Full text

Spectral Theory, Geometric Learning, Graph Convolutions +19

Graph edit distance contest: Results and future challenges

Zeina Abu-Aisheh, Benoît Gaüzère, Sébastien Bougleux et al. · Pattern Recognition Letters · 2017 · 32 citations

Network Science, Graph Theory, Data Science +10