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Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems


Jun 29, 2022
Jiajia Guo , Chao-Kai Wen , Shi Jin , Geoffrey Ye Li

* 28 pages, 33 figures, 6 tables. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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0/1 Deep Neural Networks via Block Coordinate Descent


Jun 19, 2022
Hui Zhang , Shenglong Zhou , Geoffrey Ye Li , Naihua Xiu


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Robust Semantic Communications with Masked VQ-VAE Enabled Codebook


Jun 08, 2022
Qiyu Hu , Guangyi Zhang , Zhijin Qin , Yunlong Cai , Guanding Yu , Geoffrey Ye Li

* 30 pages, 11 figures. arXiv admin note: text overlap with arXiv:2202.03338 

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QoE-Aware Resource Allocation for Semantic Communication Networks


May 28, 2022
Lei Yan , Zhijin Qin , Rui Zhang , Yongzhao Li , Geoffrey Ye Li


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CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network


May 11, 2022
Bowen Zhang , Houssem Sifaou , Geoffrey Ye Li

* 30 pages, 11 figures, 5 tables, submitted to IEEE Transactions on Wireless Communications 

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Deep Learning-based Channel Estimation for Wideband Hybrid MmWave Massive MIMO


May 10, 2022
Jiabao Gao , Caijun Zhong , Geoffrey Ye Li , Joseph B. Soriaga , Arash Behboodi


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Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis


May 09, 2022
Zhenzi Weng , Zhijin Qin , Xiaoming Tao , Chengkang Pan , Guangyi Liu , Geoffrey Ye Li

* arXiv admin note: text overlap with arXiv:2107.11190 

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Over-The-Air Federated Learning under Byzantine Attacks


May 05, 2022
Houssem Sifaou , Geoffrey Ye Li

* arXiv admin note: substantial text overlap with arXiv:2111.01221 

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Efficient and Convergent Federated Learning


May 04, 2022
Shenglong Zhou , Geoffrey Ye Li

* arXiv admin note: substantial text overlap with arXiv:2110.15318; text overlap with arXiv:2204.10607 

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Federated Learning via Inexact ADMM


Apr 22, 2022
Shenglong Zhou , Geoffrey Ye Li


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