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Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics


Apr 04, 2021
Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor


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UAV Trajectory and Communication Co-design: Flexible Path Discretization and Path Compression


Oct 14, 2020
Yijun Guo, Changsheng You, Changchuan Yin, Rui Zhang

* 30 pages. This paper proposed a novel UAV trajectory design framework with flexible path discretization and path compression to significantly reduce the design complexity based on conventional path/time discretization schemes 

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A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks


Jul 20, 2020
Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor

* This paper has been accepted by IEEE Internet of Things 

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Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks


Mar 19, 2020
Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor


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A Joint Learning and Communications Framework for Federated Learning over Wireless Networks


Sep 17, 2019
Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui


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Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks


Oct 09, 2017
Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah


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Identification of repeats in DNA sequences using nucleotide distribution uniformity


Jul 31, 2016
Changchuan Yin


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A Novel Method for Comparative Analysis of DNA Sequences by Ramanujan-Fourier Transform


Jun 27, 2014
Changchuan Yin, Xuemeng E. Yin, Jiasong Wang

* Ramanujan-Fourier transform and DNA sequences 

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