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Jiajia Guo (郭佳佳)
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Year
Convolutional neural network-based multiple-rate compressive sensing for massive MIMO CSI feedback: Design, simulation, and analysis
J Guo, CK Wen, S Jin, GY Li
IEEE Transactions on Wireless Communications 19 (4), 2827-2840, 2020
1592020
Compression and acceleration of neural networks for communications
J Guo, J Wang, CK Wen, S Jin, GY Li
IEEE Wireless Communications 27 (4), 110-117, 2020
452020
Deep learning-based CSI feedback for beamforming in single-and multi-cell massive MIMO systems
J Guo, CK Wen, S Jin
IEEE Journal on Selected Areas in Communications 39 (7), 1872-1884, 2020
382020
Lightweight convolutional neural networks for CSI feedback in massive MIMO
Z Cao, WT Shih, J Guo, CK Wen, S Jin
IEEE Communications Letters 25 (8), 2624-2628, 2021
332021
DL-based CSI feedback and cooperative recovery in massive MIMO
J Guo, X Yang, CK Wen, S Jin, GY Li
arXiv preprint arXiv:2003.03303, 2020
322020
Adversarial attack on DL-based massive MIMO CSI feedback
Q Liu, J Guo, CK Wen, S Jin
Journal of Communications and Networks 22 (3), 230-235, 2020
252020
AI enabled wireless communications with real channel measurements: Channel feedback
J Guo, X Li, M Chen, P Jiang, T Yang, W Duan, H Wang, S Jin, Q Yu
Journal of Communications and Information Networks 5 (3), 310-317, 2020
232020
CAnet: Uplink-aided downlink channel acquisition in FDD massive MIMO using deep learning
J Guo, CK Wen, S Jin
IEEE Transactions on Communications 70 (1), 199-214, 2021
202021
A novel quantization method for deep learning-based massive MIMO CSI feedback
T Chen, J Guo, S Jin, CK Wen, GY Li
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
192019
Joint scheduling and deep learning-based beamforming for FD-MIMO systems over correlated Rician fading
X Li, X Yu, T Sun, J Guo, J Zhang
IEEE Access 7, 118297-118309, 2019
162019
Model-based learning network for 3-D localization in mmWave communications
J Yang, S Jin, CK Wen, J Guo, M Matthaiou, B Gao
IEEE Transactions on Wireless Communications 20 (8), 5449-5466, 2021
13*2021
Deep learning for joint channel estimation and feedback in massive MIMO systems
T Chen, J Guo, CK Wen, S Jin, GY Li, X Wang, X Hou
arXiv preprint arXiv:2011.07242, 2020
122020
Deep learning-based implicit CSI feedback in massive MIMO
M Chen, J Guo, CK Wen, S Jin, GY Li, A Yang
IEEE Transactions on Communications 70 (2), 935-950, 2021
92021
Relative location prediction in CT scan images using convolutional neural networks
J Guo, H Du, J Zhu, T Yan, B Qiu
Computer Methods and Programs in Biomedicine 160, 43-49, 2018
92018
A bone age assessment system for real-world X-ray images based on convolutional neural networks
J Guo, J Zhu, H Du, B Qiu
Computers & Electrical Engineering 81, 106529, 2020
82020
Transfer learning on T1-weighted images for brain age estimation
H Jiang, J Guo, H Du, J Xu, B Qiu
Math. Biosci. Eng 16, 4382-4398, 2019
72019
Environment Knowledge-aided Massive MIMO Feedback Codebook Enhancement Using Artificial Intelligence
J Guo, CK Wen, M Chen, S Jin
IEEE Transactions on Communications, 2022
62022
Knowledge-distillation-aided Lightweight Neural Network for Massive MIMO CSI Feedback
H Tang, J Guo, M Matthaiou, CK Wen, S Jin
2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 1-5, 2021
62021
An overview of the CSI feedback based on deep learning for massive MIMO systems
M Chen, J Guo, X Lia, S Jin
Chin J. Internet Things 4 (1), 33-44, 2020
62020
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback
J Guo, Y Zuo, CK Wen, S Jin
IEEE Journal of Selected Topics in Signal Processing 16 (3), 559-572, 2022
42022
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Articles 1–20