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Decentralized Statistical Inference with Unrolled Graph Neural Networks


Apr 04, 2021
He Wang, Yifei Shen, Ziyuan Wang, Dongsheng Li, Jun Zhang, Khaled B. Letaief, Jie Lu


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Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis


Jul 15, 2020
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief


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Complete Dictionary Learning via $\ell_p$-norm Maximization


Feb 26, 2020
Yifei Shen, Ye Xue, Jun Zhang, Khaled B. Letaief, Vincent Lau


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A Graph Neural Network Approach for Scalable Wireless Power Control


Jul 19, 2019
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief


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LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples


Dec 18, 2018
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief

* arXiv admin note: text overlap with arXiv:1811.07107 

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