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Distributed Learning for Time-varying Networks: A Scalable Design


Jul 31, 2021
Jian Wang, Yourui Huangfu, Rong Li, Yiqun Ge, Jun Wang


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Perception-aware Multi-sensor Fusion for 3D LiDAR Semantic Segmentation


Jun 21, 2021
Zhuangwei Zhuang, Rong Li, Yuanqing Li, Kui Jia, Qicheng Wang, Mingkui Tan

* 11 pages,9 figures 

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Integrated Communication and Navigation for Ultra-Dense LEO Satellite Networks: Vision, Challenges and Solutions


May 19, 2021
Yu Wang, Hejia Luo, Ying Chen, Jun Wang, Rong Li, Bin Wang

* 15 pages,5 figures 

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Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks


Mar 22, 2021
Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Jun Wang

* 14 figures, submitted to a journal for possible publication 

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Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning


Nov 13, 2019
Chen Xu, Jian Wang, Tianhang Yu, Chuili Kong, Yourui Huangfu, Rong Li, Yiqun Ge, Jun Wang

* submitted to WCNC2020 

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Realistic Channel Models Pre-training


Jul 22, 2019
Yourui Huangfu, Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Xianbin Wang, Huazi Zhang, Jun Wang

* 6 pages, 5 figures 

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Deep Reinforcement Learning for Scheduling in Cellular Networks


May 15, 2019
Jian Wang, Chen Xu, Yourui Huangfu, Rong Li, Yiqun Ge, Jun Wang


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Reinforcement Learning for Nested Polar Code Construction


Apr 16, 2019
Lingchen Huang, Huazi Zhang, Rong Li, Yiqun Ge, Jun Wang

* submitted to IEEE GLOBECOM 2019, 6 pages, 8 figures 

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Learning to Flip Successive Cancellation Decoding of Polar Codes with LSTM Networks


Feb 25, 2019
Xianbin Wang, Huazi Zhang, Rong Li, Lingchen Huang, Shengchen Dai, Yourui Huangfu, Jun Wang

* 5 pages, 7 figures 

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