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Zhiyang Wang
Zhiyang Wang
Verified email at seas.upenn.edu - Homepage
Title
Cited by
Cited by
Year
Learning decentralized wireless resource allocations with graph neural networks
Z Wang, M Eisen, A Ribeiro
IEEE Transactions on Signal Processing 70, 1850-1863, 2022
612022
Inferring passenger denial behavior of taxi drivers from large-scale taxi traces
S Zhang, Z Wang
PloS one 11 (11), e0165597, 2016
462016
Regional multi-armed bandits
Z Wang, R Zhou, C Shen
International Conference on Artificial Intelligence and Statistics, 510-518, 2018
252018
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
212021
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
212020
Regional multi-armed bandits with partial informativeness
Z Wang, R Zhou, C Shen
IEEE Transactions on Signal Processing 66 (21), 5705-5717, 2018
202018
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
192022
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
182022
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
182017
Graphon and graph neural network stability
L Ruiz, Z Wang, A Ribeiro
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
162021
Stability to deformations of manifold filters and manifold neural networks
Z Wang, L Ruiz, A Ribeiro
IEEE Transactions on Signal Processing, 2024
112024
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
112023
Stability of neural networks on riemannian manifolds
Z Wang, L Ruiz, A Ribeiro
2021 29th European Signal Processing Conference (EUSIPCO), 1845-1849, 2021
112021
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
102023
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
92022
Stability of manifold neural networks to deformations
Z Wang, L Ruiz, A Ribeiro
arXiv preprint arXiv:2106.03725, 2021
82021
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
72024
Graph and graphon neural network stability
L Ruiz, Z Wang, A Ribeiro
arXiv preprint arXiv:2010.12529, 2020
72020
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
Z Wang, J Cervino, A Ribeiro
arXiv preprint arXiv:2406.05225, 2024
62024
Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs
Z Wang, L Ruiz, A Ribeiro
IEEE Transactions on Signal Processing, 2024
62024
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Articles 1–20