Communication-efficient federated learning with binary neural networks Y Yang, Z Zhang, Q Yang IEEE Journal on Selected Areas in Communications 39 (12), 3836-3850, 2021 | 40 | 2021 |
Over-the-air split machine learning in wireless MIMO networks Y Yang, Z Zhang, Y Tian, Z Yang, C Huang, C Zhong, KK Wong IEEE Journal on Selected Areas in Communications 41 (4), 1007-1022, 2023 | 13 | 2023 |
Over-the-air split learning with MIMO-based neural network and constellation-based activation Y Yang, Z Zhang, Z Yang 2022 IEEE 32nd International Workshop on Machine Learning for Signal …, 2022 | 4 | 2022 |
Implementing graph neural networks over wireless networks via over-the-air computing: A joint communication and computation framework Y Yang, Z Zhang, Y Tian, R Jin, C Huang IEEE Wireless Communications 30 (3), 62-69, 2023 | 1 | 2023 |
An Edge-Cloud Collaboration Framework for Generative AI Service Provision with Synergetic Big Cloud Model and Small Edge Models Y Tian, Z Zhang, Y Yang, Z Chen, Z Yang, R Jin, TQS Quek, KK Wong arXiv preprint arXiv:2401.01666, 2024 | | 2024 |