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Embedding Model Based Fast Meta Learning for Downlink Beamforming Adaptation

Sep 19, 2021
Juping Zhang, Yi Yuan, Gan Zheng, Ioannis Krikidis, Kai-Kit Wong

* Accepted in IEEE Transactions on Wireless Communications 

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Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks

Aug 15, 2021
Yantong Wang, Ye Hu, Zhaohui Yang, Walid Saad, Kai-Kit Wong, Vasilis Friderikos

* 30 pages, 6 tables, 8 figures 

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LEO Satellite Constellations for 5G and Beyond: How Will They Reshape Vertical Domains?

Jun 18, 2021
Shicong Liu, Zhen Gao, Yongpeng Wu, Derrick Wing Kwan Ng, Xiqi Gao, Kai-Kit Wong, Symeon Chatzinotas, Bjorn Ottersten

* 4 figures, 1 table, accepted by Communications Magazine 

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Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation

Mar 01, 2021
Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Dusit Niyato, Kai-Kit Wong

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Reconfigurable Intelligent Surface Aided Mobile Edge Computing: From Optimization-Based to Location-Only Learning-Based Solutions

Feb 15, 2021
Xiaoyan Hu, Christos Masouros, Kai-Kit Wong

* 15 pages, 12 figures 

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Truly Intelligent Reflecting Surface-Aided Secure Communication Using Deep Learning

Apr 07, 2020
Yizhuo Song, Muhammad R. A. Khandaker, Faisal Tariq, Kai-Kit Wong

* Submitted to IEEE 

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Model-Driven Beamforming Neural Networks

Jan 15, 2020
Wenchao Xia, Gan Zheng, Kai-Kit Wong, Hongbo Zhu

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Learning the Wireless V2I Channels Using Deep Neural Networks

Jul 10, 2019
Tian-Hao Li, Muhammad R. A. Khandaker, Faisal Tariq, Kai-Kit Wong, Risala T. Khan

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