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Hybrid Beamforming for RIS-Empowered Multi-hop Terahertz Communications: A DRL-based Method

Sep 20, 2020
Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang

* Accepted by 2020 GLOBECOM Workshop 

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Searching for Low-Bit Weights in Quantized Neural Networks

Sep 18, 2020
Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu


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Delay Minimization for Federated Learning Over Wireless Communication Networks

Jul 05, 2020
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui

* arXiv admin note: substantial text overlap with arXiv:1911.02417 

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HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens

Jun 04, 2020
Zhaohui Yang, Yunhe Wang, Dacheng Tao, Xinghao Chen, Jianyuan Guo, Chunjing Xu, Chao Xu, Chang Xu


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Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection

Mar 26, 2020
Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu

* Accepted in CVPR 2020 

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Machine Learning for Predictive Deployment of UAVs with Multiple Access

Mar 02, 2020
Linyan Lu, Zhaohui Yang, Mingzhe Chen, Zelin Zang, and Mohammad Shikh-Bahaei


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Discernible Compressed Images via Deep Perception Consistency

Feb 17, 2020
Zhaohui Yang, Yunhe Wang, Chao Xu, Chang Xu


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Channel Assignment in Uplink Wireless Communication using Machine Learning Approach

Jan 12, 2020
Guangyu Jia, Zhaohui Yang, Hak-Keung Lam, Jianfeng Shi, Mohammad Shikh-Bahaei


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Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images

Dec 01, 2019
Zhaohui Yang, Miaojing Shi, Yannis Avrithis, Chao Xu, Vittorio Ferrari


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Energy Efficient Federated Learning Over Wireless Communication Networks

Nov 06, 2019
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei

* 30 pages, 10 figures 

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CARS: Continuous Evolution for Efficient Neural Architecture Search

Sep 17, 2019
Zhaohui Yang, Yunhe Wang, Xinghao Chen, Boxin Shi, Chao Xu, Chunjing Xu, Qi Tian, Chang Xu


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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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Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs

Sep 17, 2019
Yining Wang, Mingzhe Chen, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad

* This paper has been accepted by the 2019 IEEE Global Communications Conference 

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Data-Free Learning of Student Networks

Apr 02, 2019
Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, Qi Tian


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Perspective-Aware CNN For Crowd Counting

Jul 05, 2018
Miaojing Shi, Zhaohui Yang, Chao Xu, Qijun Chen


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