Federico Monti
Centre National de la Recherche Scientifique(FR)Université Paris-Saclay(FR)Centre de Nanosciences et de Nanotechnologies(FR)
Publications by Year
Research Areas
Advanced Graph Neural Networks, Complex Network Analysis Techniques, Protein Structure and Dynamics, Spectroscopy Techniques in Biomedical and Chemical Research, Machine Learning in Bioinformatics
Most-Cited Works
- → Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs(2017)1,828 cited
- → Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning(2019)804 cited
- Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks(2017)
- → Deep Convolutional Neural Networks for pedestrian detection(2016)220 cited
- → Fake News Detection on Social Media using Geometric Deep Learning(2019)188 cited
- → SIGN: Scalable Inception Graph Neural Networks(2020)187 cited
- → Using attribution to decode binding mechanism in neural network models for chemistry(2019)113 cited