Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Federico Monti

Temporal Graph Networks for Deep Learning on Dynamic Graphs

Jun 18, 2020
Emanuele Rossi, Ben Chamberlain, Fabrizio Frasca, Davide Eynard, Federico Monti, Michael Bronstein

  Access Paper or Ask Questions

SIGN: Scalable Inception Graph Neural Networks

Apr 23, 2020
Emanuele Rossi, Fabrizio Frasca, Ben Chamberlain, Davide Eynard, Michael Bronstein, Federico Monti

  Access Paper or Ask Questions

ncRNA Classification with Graph Convolutional Networks

May 16, 2019
Emanuele Rossi, Federico Monti, Michael Bronstein, Pietro Liò

  Access Paper or Ask Questions

Fake News Detection on Social Media using Geometric Deep Learning

Feb 10, 2019
Federico Monti, Fabrizio Frasca, Davide Eynard, Damon Mannion, Michael M. Bronstein

  Access Paper or Ask Questions

Using Attribution to Decode Dataset Bias in Neural Network Models for Chemistry

Nov 29, 2018
Kevin McCloskey, Ankur Taly, Federico Monti, Michael P. Brenner, Lucy Colwell

  Access Paper or Ask Questions

CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters

Oct 31, 2018
Ron Levie, Federico Monti, Xavier Bresson, Michael M. Bronstein

  Access Paper or Ask Questions

Graph Neural Networks for IceCube Signal Classification

Sep 17, 2018
Nicholas Choma, Federico Monti, Lisa Gerhardt, Tomasz Palczewski, Zahra Ronaghi, Prabhat, Wahid Bhimji, Michael M. Bronstein, Spencer R. Klein, Joan Bruna

  Access Paper or Ask Questions

Dual-Primal Graph Convolutional Networks

Jun 03, 2018
Federico Monti, Oleksandr Shchur, Aleksandar Bojchevski, Or Litany, Stephan Günnemann, Michael M. Bronstein

  Access Paper or Ask Questions

PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks

May 31, 2018
Jan Svoboda, Jonathan Masci, Federico Monti, Michael M. Bronstein, Leonidas Guibas

  Access Paper or Ask Questions

MotifNet: a motif-based Graph Convolutional Network for directed graphs

Feb 04, 2018
Federico Monti, Karl Otness, Michael M. Bronstein

  Access Paper or Ask Questions

Generative Convolutional Networks for Latent Fingerprint Reconstruction

May 04, 2017
Jan Svoboda, Federico Monti, Michael M. Bronstein

  Access Paper or Ask Questions

Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks

Apr 22, 2017
Federico Monti, Michael M. Bronstein, Xavier Bresson

  Access Paper or Ask Questions

Geometric deep learning on graphs and manifolds using mixture model CNNs

Dec 06, 2016
Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda, Michael M. Bronstein

  Access Paper or Ask Questions

Deep convolutional neural networks for pedestrian detection

Mar 07, 2016
Denis Tomè, Federico Monti, Luca Baroffio, Luca Bondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to Elsevier Signal Processing: Image Communication special Issue on Deep Learning 

  Access Paper or Ask Questions