Augmented Graph Neural Network with hierarchical global-based residual connections

A gentle introduction to deep learning for graphs

(2020) Davide Bacciu et al.   NEURAL NETWORKS

MGAT: Multi-view Graph Attention Networks

(2020) Yu Xie et al.   NEURAL NETWORKS

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

MoleculeNet: a benchmark for molecular machine learning

(2018) Zhenqin Wu et al.   Chemical Science

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

(2018) Ron Levie et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Community detection in weighted brain connectivity networks beyond the resolution limit

(2017) Carlo Nicolini et al.   NEUROIMAGE

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

Neural Network for Graphs: A Contextual Constructive Approach

(2009) A. Micheli   IEEE TRANSACTIONS ON NEURAL NETWORKS

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS