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Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-aided Over-the-Air Federated Learning


Jul 17, 2022
Jingheng Zheng, Hui Tian, Wanli Ni, Wei Ni, Ping Zhang

* IEEE Transactions on Wireless Communications, 2022, early access 
* The paper has been accepted for publication in the IEEE Transactions on Wireless Communications 

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Federated Deep Reinforcement Learning for RIS-Assisted Indoor Multi-Robot Communication Systems


Jul 17, 2022
Ruyu Luo, Wanli Ni, Hui Tian, Julian Cheng

* IEEE Transactions on Vehicular Technology, 2022, early access 
* The paper has been accepted for publication in the IEEE Transactions on Vehicular Technology 

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Safeguarding NOMA Networks via Reconfigurable Dual-Functional Surface under Imperfect CSI


May 29, 2022
Wen Wang, Wanli Ni, Hui Tian, Zhaohui Yang, Chongwen Huang, Kai-Kit Wong

* IEEE Journal of Selected Topics in Signal Processing, 2022 
* This paper has been accepted by the IEEE Journal of Selected Topics in Signal Processing 

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Towards Communication-Learning Trade-off for Federated Learning at the Network Edge


May 27, 2022
Jianyang Ren, Wanli Ni, Hui Tian

* IEEE Communications Letters, 2022 
* This paper has been accepted by IEEE Communications Letters 

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Online Offloading Scheduling for NOMA-Aided MEC Under Partial Device Knowledge


Jun 30, 2021
Meihui Hua, Hui Tian, Xinchen Lyu, Wanli Ni, Gaofeng Nie

* 15 pages, 6 figures. Accepted for publication in IEEE Internet of Things Journal 

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STAR-RIS Enabled Heterogeneous Networks: Ubiquitous NOMA Communication and Pervasive Federated Learning


Jun 22, 2021
Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian

* 16 pages, 8 figures 

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Research on Resource Allocation for Efficient Federated Learning


Apr 19, 2021
Jianyang Ren, Wanli Ni, Gaofeng Nie, Hui Tian

* 14 pages, 13 figures 

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Integrating Over-the-Air Federated Learning and Non-Orthogonal Multiple Access: What Role can RIS Play?


Feb 28, 2021
Wanli Ni, Yuanwei Liu, Zhaohui Yang, Hui Tian, Xuemin Shen


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Deep Reinforcement Learning for Energy-Efficient Beamforming Design in Cell-Free Networks


Feb 05, 2021
Weilai Li, Wanli Ni, Hui Tian, Meihui Hua

* accepted by 2021 IEEE WCNC Workshops 

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