Picture for Daniele Grattarola

Daniele Grattarola

E(n)-equivariant Graph Neural Cellular Automata

Add code
Jan 25, 2023
Viaarxiv icon

Generalised Implicit Neural Representations

Add code
May 31, 2022
Figure 1 for Generalised Implicit Neural Representations
Figure 2 for Generalised Implicit Neural Representations
Figure 3 for Generalised Implicit Neural Representations
Figure 4 for Generalised Implicit Neural Representations
Viaarxiv icon

Unsupervised Heterophilous Network Embedding via r-Ego Network Discrimination

Add code
Mar 28, 2022
Figure 1 for Unsupervised Heterophilous Network Embedding via r-Ego Network Discrimination
Figure 2 for Unsupervised Heterophilous Network Embedding via r-Ego Network Discrimination
Figure 3 for Unsupervised Heterophilous Network Embedding via r-Ego Network Discrimination
Figure 4 for Unsupervised Heterophilous Network Embedding via r-Ego Network Discrimination
Viaarxiv icon

Learning Graph Cellular Automata

Add code
Oct 27, 2021
Figure 1 for Learning Graph Cellular Automata
Figure 2 for Learning Graph Cellular Automata
Figure 3 for Learning Graph Cellular Automata
Figure 4 for Learning Graph Cellular Automata
Viaarxiv icon

Understanding Pooling in Graph Neural Networks

Add code
Oct 11, 2021
Figure 1 for Understanding Pooling in Graph Neural Networks
Figure 2 for Understanding Pooling in Graph Neural Networks
Figure 3 for Understanding Pooling in Graph Neural Networks
Figure 4 for Understanding Pooling in Graph Neural Networks
Viaarxiv icon

Graph Neural Networks in TensorFlow and Keras with Spektral

Add code
Jun 22, 2020
Figure 1 for Graph Neural Networks in TensorFlow and Keras with Spektral
Figure 2 for Graph Neural Networks in TensorFlow and Keras with Spektral
Figure 3 for Graph Neural Networks in TensorFlow and Keras with Spektral
Figure 4 for Graph Neural Networks in TensorFlow and Keras with Spektral
Viaarxiv icon

Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling

Add code
Oct 24, 2019
Figure 1 for Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling
Figure 2 for Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling
Figure 3 for Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling
Figure 4 for Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling
Viaarxiv icon

Mincut pooling in Graph Neural Networks

Add code
Jul 11, 2019
Figure 1 for Mincut pooling in Graph Neural Networks
Figure 2 for Mincut pooling in Graph Neural Networks
Figure 3 for Mincut pooling in Graph Neural Networks
Figure 4 for Mincut pooling in Graph Neural Networks
Viaarxiv icon

Autoregressive Models for Sequences of Graphs

Add code
Mar 18, 2019
Figure 1 for Autoregressive Models for Sequences of Graphs
Figure 2 for Autoregressive Models for Sequences of Graphs
Figure 3 for Autoregressive Models for Sequences of Graphs
Figure 4 for Autoregressive Models for Sequences of Graphs
Viaarxiv icon

Graph Neural Networks with convolutional ARMA filters

Add code
Jan 14, 2019
Figure 1 for Graph Neural Networks with convolutional ARMA filters
Figure 2 for Graph Neural Networks with convolutional ARMA filters
Figure 3 for Graph Neural Networks with convolutional ARMA filters
Figure 4 for Graph Neural Networks with convolutional ARMA filters
Viaarxiv icon