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Luana Ruiz
Luana Ruiz
Assistant Professor, Department of Applied Mathematics and Statistics, Johns Hopkins University
Verified email at jh.edu - Homepage
Title
Cited by
Cited by
Year
Gated graph recurrent neural networks
L Ruiz, F Gama, A Ribeiro
IEEE Transactions on Signal Processing 68, 6303-6318, 2020
1402020
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
1292020
Graph neural networks: Architectures, stability, and transferability
L Ruiz, F Gama, A Ribeiro
Proceedings of the IEEE 109 (5), 660-682, 2021
1112021
Graphon signal processing
L Ruiz, LFO Chamon, A Ribeiro
IEEE Transactions on Signal Processing 69, 4961-4976, 2021
642021
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
552019
Gated graph convolutional recurrent neural networks
L Ruiz, F Gama, A Ribeiro
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
382019
The graphon fourier transform
L Ruiz, LFO Chamon, A Ribeiro
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
322020
Transferability properties of graph neural networks
L Ruiz, LFO Chamon, A Ribeiro
IEEE Transactions on Signal Processing, 2023
272023
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
Graphon and graph neural network stability
L Ruiz, Z Wang, A Ribeiro
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
142021
Graphon pooling in graph neural networks
A Parada-Mayorga, L Ruiz, A Ribeiro
2020 28th European Signal Processing Conference (EUSIPCO), 860-864, 2021
142021
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
132022
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
112022
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
112019
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
112012
Stability of neural networks on riemannian manifolds
Z Wang, L Ruiz, A Ribeiro
2021 29th European Signal Processing Conference (EUSIPCO), 1845-1849, 2021
102021
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
92022
Stability of manifold neural networks to deformations
Z Wang, L Ruiz, A Ribeiro
arXiv preprint arXiv:2106.03725, 2021
72021
Graph and graphon neural network stability
L Ruiz, Z Wang, A Ribeiro
arXiv preprint arXiv:2010.12529, 2020
72020
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
62022
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