Publications

Conference Papers

Zhiyang Wang, Luana Ruiz and Alejandro Ribeiro, “Stability of Neural Networks on Riemannian Manifolds”, accepted at the European Signal Processing Conference (EUSIPCO), Aug. 2021.

Zhiyang Wang, Mark Eisen and Alejandro Ribeiro, “Unsupervised Learning for Asynchronous Resource Allocation in Ad-hoc Wireless Networks”, accepted at the International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun. 2021. [link]

Luana Ruiz, Zhiyang Wang and Alejandro Ribeiro, “Graph and Graphon Neural Network Stability”, accepted at the International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun. 2021.[link]

Zhiyang Wang, Mark Eisen and Alejandro Ribeiro, “Decentralized Wireless Resource Allocation with Graph Neural Networks”, accpted at the Asilomar Conference on Signals, Systems, and Computers, Nov. 2020.

Cong Shen, Zhiyang Wang, Sofia S Villar and Mihaela van der Schaar, “Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints”, International Conference on Machine Learning (ICML), 2020.

Zhiyang Wang, Ziyu Ying, and Cong Shen, “Opportunistic Spectrum Access via Good Arm Identification,” IEEE GlobalSIP 2018, Anaheim, California, USA, Nov. 2018.

Zhiyang Wang and Cong Shen, “Small Cell Power Assignment with Unimodal Continuum-armed Bandits,” IEEE International Conference on Communications Workshop on 5G-UDN, 2018.

Zhiyang Wang, Ruida Zhou, and Cong Shen,” Regional Multi-Armed Bandits,” Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR 84:510-518, Playa Blanca, Lanzarote, Canary Islands, April 9-11, 2018.

Zhiyang Wang, Cong Shen, Xiliang Luo, Mihaela van der Schaar, “Learn to Adapt: Self-Optimizing Small Cell Transmit Power with Correlated Bandit Learning,”IEEE International Conference on Communications (ICC), 2017.

Journal Papers

Zhiyang Wang, Ruida Zhou and Cong Shen, “Regional Multi-Armed Bandits with Partial Informativeness,” IEEE Trans. Signal Process., Volume: 66, Issue: 21, Page(s): 5705-5717, Nov. 2018.

Zhiyang Wang and Cong Shen, “Small Cell Transmit Power Assignment Based on Correlated Bandit Learning,”IEEE Journal on Selected Areas in Communications, Vol. 35, No. 5, Page(s): 1030-1045, May 2017