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Joint Optimization of Beam-Hopping Design and NOMA-Assisted Transmission for Flexible Satellite Systems


Oct 13, 2021
Anyue Wang, Lei Lei, Eva Lagunas, Ana I. Perez-Neira, Symeon Chatzinotas, Bjorn Ottersten


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Federated Reinforcement Learning: Techniques, Applications, and Open Challenges


Aug 26, 2021
Jiaju Qi, Qihao Zhou, Lei Lei, Kan Zheng


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Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Kim Byeoung-su, Radu Timofte, Angeline Pouget, Fenglong Song, Cheng Li, Shuai Xiao, Zhongqian Fu, Matteo Maggioni, Yibin Huang, Shen Cheng, Xin Lu, Yifeng Zhou, Liangyu Chen, Donghao Liu, Xiangyu Zhang, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Minsu Kwon, Myungje Lee, Jaeyoon Yoo, Changbeom Kang, Shinjo Wang, Bin Huang, Tianbao Zhou, Shuai Liu, Lei Lei, Chaoyu Feng, Liguang Huang, Zhikun Lei, Feifei Chen

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: substantial text overlap with arXiv:2105.07809, arXiv:2105.07825 

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An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids


Feb 10, 2021
Hossein Mohammadi Rouzbahani, Hadis Karimipour, Lei Lei


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Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization


Jun 29, 2020
Yaxiong Yuan, Lei Lei, Thang Xuan Vu, Symeon Chatzinotas, Sumei Sun, Bjorn Ottersten

* 12 pages, 11 figures 

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Dynamic Energy Dispatch in Isolated Microgrids Based on Deep Reinforcement Learning


Feb 07, 2020
Lei Lei, Yue Tan, Glenn Dahlenburg, Wei Xiang, Kan Zheng


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Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges


Jul 22, 2019
Lei Lei, Yue Tan, Shiwen Liu, Kan Zheng, Xuemin, Shen


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Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing


Jun 19, 2019
Lei Lei, Huijuan Xu, Xiong Xiong, Kan Zheng, Wei Xiang, Xianbin Wang


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Patent Analytics Based on Feature Vector Space Model: A Case of IoT


Apr 17, 2019
Lei Lei, Jiaju Qi, Kan Zheng


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An In-Vehicle KWS System with Multi-Source Fusion for Vehicle Applications


Feb 17, 2019
Yue Tan, Kan Zheng, Lei Lei


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