| Learning decentralized wireless resource allocations with graph neural networks Z Wang, M Eisen, A Ribeiro IEEE Transactions on Signal Processing 70, 1850-1863, 2022 | 72 | 2022 |
| Inferring passenger denial behavior of taxi drivers from large-scale taxi traces S Zhang, Z Wang PloS one 11 (11), e0165597, 2016 | 47 | 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 | 23 | 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 | 20 | 2022 |
| 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 | 20 | 2022 |
| 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 | 20 | 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 |
| 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 | 20 | 2017 |
| Graphon and graph neural network stability L Ruiz, Z Wang, A Ribeiro ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 19 | 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 | 13 | 2023 |
| Stability of neural networks on riemannian manifolds Z Wang, L Ruiz, A Ribeiro 2021 29th European Signal Processing Conference (EUSIPCO), 1845-1849, 2021 | 13 | 2021 |
| Stability to deformations of manifold filters and manifold neural networks Z Wang, L Ruiz, A Ribeiro IEEE Transactions on Signal Processing, 2024 | 12 | 2024 |
| 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 | 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 71, 3577-3591, 2023 | 11 | 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 |
| Decentralized wireless resource allocation with graph neural networks Z Wang, M Eisen, A Ribeiro 2020 54th Asilomar Conference on Signals, Systems, and Computers, 299-303, 2020 | 9 | 2020 |
| Stability of aggregation graph neural networks A Parada-Mayorga, Z Wang, F Gama, A Ribeiro IEEE Transactions on Signal and Information Processing over Networks 9, 850-864, 2023 | 8 | 2023 |
| Graph and graphon neural network stability L Ruiz, Z Wang, A Ribeiro arXiv preprint arXiv:2010.12529, 2020 | 8 | 2020 |
| Geometric graph filters and neural networks: Limit properties and discriminability trade-offs Z Wang, L Ruiz, A Ribeiro IEEE Transactions on Signal Processing, 2024 | 7 | 2024 |