Big AI models for 6G wireless networks: Opportunities, challenges, and research directions Z Chen, Z Zhang, Z Yang arXiv preprint arXiv:2308.06250, 2023 | 25 | 2023 |
Viewing channel as sequence rather than image: A 2-D Seq2Seq approach for efficient MIMO-OFDM CSI feedback Z Chen, Z Zhang, Z Xiao, Z Yang, KK Wong IEEE Transactions on Wireless Communications, 2023 | 11 | 2023 |
Viewing the MIMO channel as sequence rather than image: A Seq2Seq approach for efficient CSI feedback Z Chen, Z Zhang, Z Xiao 2022 IEEE Wireless Communications and Networking Conference (WCNC), 2292-2297, 2022 | 6 | 2022 |
Mobile MIMO channel prediction with ODE-RNN: a physics-inspired adaptive approach Z Xiao, Z Zhang, Z Chen, Z Yang, R Jin 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile …, 2022 | 5 | 2022 |
Deep Learning Based Multi-User Positioning in Wireless FDMA Cellular Networks Z Chen, Z Zhang, Z Xiao, Z Yang, R Jin IEEE Journal on Selected Areas in Communications, 2023 | 2 | 2023 |
CSI of each subcarrier is a fingerprint: Multi-carrier cumulative learning based positioning in massive MIMO systems Z Chen, Z Zhang, Z Xiao, C Zhang, Z Yang 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile …, 2023 | 2 | 2023 |
Channel Mapping Based on Interleaved Learning with Complex-Domain MLP-Mixer Z Chen, Z Zhang, Z Yang, L Liu IEEE Wireless Communications Letters, 2024 | 1 | 2024 |
From Data-driven Learning to Physics-inspired Inferring: A Novel Mobile MIMO Channel Prediction Scheme Based on Neural ODE Z Xiao, Z Zhang, Z Chen, Z Yang, C Huang, X Chen IEEE Transactions on Wireless Communications, 2023 | 1 | 2023 |
Channel Deduction: A New Learning Framework to Acquire Channel from Outdated Samples and Coarse Estimate Z Chen, Z Zhang, Z Yang, C Huang, M Debbah arXiv preprint arXiv:2403.19409, 2024 | | 2024 |
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 |