Learning decentralized wireless resource allocations with graph neural networks Z Wang, M Eisen, A Ribeiro IEEE Transactions on Signal Processing 70, 1850-1863, 2022 | 61 | 2022 |
Inferring passenger denial behavior of taxi drivers from large-scale taxi traces S Zhang, Z Wang PloS one 11 (11), e0165597, 2016 | 46 | 2016 |
Regional multi-armed bandits Z Wang, R Zhou, C Shen International Conference on Artificial Intelligence and Statistics, 510-518, 2018 | 25 | 2018 |
Unsupervised learning for asynchronous resource allocation in ad-hoc wireless networks Z Wang, M Eisen, A Ribeiro ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 21 | 2021 |
Learning for dose allocation in adaptive clinical trials with safety constraints C Shen, Z Wang, S Villar, M Van Der Schaar International Conference on Machine Learning, 8730-8740, 2020 | 21 | 2020 |
Regional multi-armed bandits with partial informativeness Z Wang, R Zhou, C Shen IEEE Transactions on Signal Processing 66 (21), 5705-5717, 2018 | 20 | 2018 |
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 | 19 | 2022 |
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 | 18 | 2022 |
Small cell transmit power assignment based on correlated bandit learning Z Wang, C Shen IEEE Journal on Selected Areas in Communications 35 (5), 1030-1045, 2017 | 18 | 2017 |
Graphon and graph neural network stability L Ruiz, Z Wang, A Ribeiro ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 16 | 2021 |
Stability to deformations of manifold filters and manifold neural networks Z Wang, L Ruiz, A Ribeiro IEEE Transactions on Signal Processing, 2024 | 11 | 2024 |
Graphon pooling for reducing dimensionality of signals and convolutional operators on graphs A Parada-Mayorga, Z Wang, A Ribeiro IEEE Transactions on Signal Processing, 2023 | 11 | 2023 |
Stability of neural networks on riemannian manifolds Z Wang, L Ruiz, A Ribeiro 2021 29th European Signal Processing Conference (EUSIPCO), 1845-1849, 2021 | 11 | 2021 |
Tangent bundle filters and neural networks: From manifolds to cellular sheaves and back C Battiloro, Z Wang, H Riess, P Di Lorenzo, A Ribeiro ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 10 | 2023 |
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 | 9 | 2022 |
Stability of manifold neural networks to deformations Z Wang, L Ruiz, A Ribeiro arXiv preprint arXiv:2106.03725, 2021 | 8 | 2021 |
Tangent bundle convolutional learning: from manifolds to cellular sheaves and back C Battiloro, Z Wang, H Riess, P Di Lorenzo, A Ribeiro IEEE Transactions on Signal Processing, 2024 | 7 | 2024 |
Graph and graphon neural network stability L Ruiz, Z Wang, A Ribeiro arXiv preprint arXiv:2010.12529, 2020 | 7 | 2020 |
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks Z Wang, J Cervino, A Ribeiro arXiv preprint arXiv:2406.05225, 2024 | 6 | 2024 |
Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs Z Wang, L Ruiz, A Ribeiro IEEE Transactions on Signal Processing, 2024 | 6 | 2024 |