3.7k citations · 7.1k across the 79 of their papers we have counts for
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cs.LG2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters
Ron Levie, Federico Monti, Xavier Bresson +1
The rise of graph-structured data such as social networks, regulatory networks, citation graphs, and functional brain networks, in combination with resounding success of deep learn…
cs.LG2017★ 241 cited
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
Federico Monti, Michael M. Bronstein, Xavier Bresson
Matrix completion models are among the most common formulations of recommender systems. Recent works have showed a boost of performance of these techniques when introducing the pai…