Gated graph recurrent neural networks L Ruiz, F Gama, A Ribeiro IEEE Transactions on Signal Processing 68, 6303-6318, 2020 | 153 | 2020 |
Graphon neural networks and the transferability of graph neural networks L Ruiz, L Chamon, A Ribeiro Advances in Neural Information Processing Systems 33, 1702-1712, 2020 | 136 | 2020 |
Graph neural networks: Architectures, stability, and transferability L Ruiz, F Gama, A Ribeiro Proceedings of the IEEE 109 (5), 660-682, 2021 | 112 | 2021 |
Graphon signal processing L Ruiz, LFO Chamon, A Ribeiro IEEE Transactions on Signal Processing 69, 4961-4976, 2021 | 65 | 2021 |
Invariance-preserving localized activation functions for graph neural networks L Ruiz, F Gama, AG Marques, A Ribeiro IEEE Transactions on Signal Processing 68, 127-141, 2019 | 54 | 2019 |
Gated graph convolutional recurrent neural networks L Ruiz, F Gama, A Ribeiro 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 38 | 2019 |
The graphon fourier transform L Ruiz, LFO Chamon, A Ribeiro ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 31 | 2020 |
Transferability properties of graph neural networks L Ruiz, LFO Chamon, A Ribeiro IEEE Transactions on Signal Processing, 2023 | 25 | 2023 |
Learning by transference: Training graph neural networks on growing graphs J Cervino, L Ruiz, A Ribeiro IEEE Transactions on Signal Processing 71, 233-247, 2023 | 14* | 2023 |
Stability of neural networks on manifolds to relative perturbations Z Wang, L Ruiz, A Ribeiro ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 14 | 2022 |
Graphon and graph neural network stability L Ruiz, Z Wang, A Ribeiro ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 14 | 2021 |
Graphon pooling in graph neural networks A Parada-Mayorga, L Ruiz, A Ribeiro 2020 28th European Signal Processing Conference (EUSIPCO), 860-864, 2021 | 14 | 2021 |
Convolutional neural networks on manifolds: From graphs and back Z Wang, L Ruiz, A Ribeiro 2022 56th Asilomar Conference on Signals, Systems, and Computers, 356-360, 2022 | 12 | 2022 |
Median activation functions for graph neural networks L Ruiz, F Gama, AG Marques, A Ribeiro ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 11 | 2019 |
Desafios para o gerenciamento de pilhas e baterias pós-uso: proposição de projeto de lei sobre o e-lixo na cidade de Rio Claro–SP MR Ruiz, RA Christofoletti, LIR Ruiz, EL da Silva Revista de Gestão Ambiental e Sustentabilidade: GeAS 1 (2), 29-50, 2012 | 11 | 2012 |
Stability of neural networks on riemannian manifolds Z Wang, L Ruiz, A Ribeiro 2021 29th European Signal Processing Conference (EUSIPCO), 1845-1849, 2021 | 10 | 2021 |
Training stable graph neural networks through constrained learning J Cerviño, L Ruiz, A Ribeiro ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 9 | 2022 |
Stable and transferable wireless resource allocation policies via manifold neural networks Z Wang, L Ruiz, M Eisen, A Ribeiro ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
Stability of manifold neural networks to deformations Z Wang, L Ruiz, A Ribeiro arXiv preprint arXiv:2106.03725, 2021 | 7 | 2021 |
Graph and graphon neural network stability L Ruiz, Z Wang, A Ribeiro arXiv preprint arXiv:2010.12529, 2020 | 7 | 2020 |