Learning precoding policy: CNN or GNN? B Zhao, J Guo, C Yang 2022 IEEE Wireless Communications and Networking Conference (WCNC), 1027-1032, 2022 | 23 | 2022 |
Understanding the performance of learning precoding policy with GNN and CNNs B Zhao, J Guo, C Yang arXiv preprint arXiv:2211.14775, 2022 | 5 | 2022 |
Learning Precoding Policy with Inductive Biases: Graph Neural Networks or Meta-Learning? B Zhao, Y Ma, J Wu, C Yang GLOBECOM 2023-2023 IEEE Global Communications Conference, 4835-4840, 2023 | 2 | 2023 |
Learning beamforming for RIS-aided systems with permutation equivariant graph neural networks B Zhao, C Yang 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-5, 2023 | 2 | 2023 |
Learning Adaptive Beamforming Policy for Different Optimization Problems Y Ma, C Yang, S Han, B Zhao 2024 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2024 | | 2024 |
Understanding the Performance of Learning Precoding Policies with Graph and Convolutional Neural Networks B Zhao, J Guo, C Yang IEEE Transactions on Communications, 2024 | | 2024 |
Meta-Learning for Wireless Communications: A Survey and a Comparison to GNNs B Zhao, J Wu, Y Ma, C Yang IEEE Open Journal of the Communications Society, 2024 | | 2024 |