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IronForge: An Open, Secure, Fair, Decentralized Federated Learning


Jan 07, 2023
Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu, Xiwei Xu

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Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey


Nov 07, 2022
Harrison Kurunathan, Hailong Huang, Kai Li, Wei Ni, Ekram Hossain

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* 36 pages, 304 references, 19 Figures 

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Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models


Aug 19, 2022
Yulong Wang, Minghui Zhao, Shenghong Li, Xin Yuan, Wei Ni

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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

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* 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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Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing


Jun 24, 2022
Shaoyang Wang, Chau Yuen, Wei Ni, Guan Yong Liang, Tiejun Lv

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* 17 pages, 15 figures, Accepted by IEEE Transactions on Communications 

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Two-Timescale Optimization for Intelligent Reflecting Surface-Assisted MIMO Transmission in Fast-Changing Channels


Jun 15, 2022
Yashuai Cao, Tiejun Lv, Wei Ni

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* 15 pages, 11 figures, Accepted by IEEE Transactions on Wireless Communications 

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Placement and Resource Allocation of Wireless-Powered Multiantenna UAV for Energy-Efficient Multiuser NOMA


Apr 20, 2022
Zhongyu Wang, Tiejun Lv, Jie Zeng, Wei Ni

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* 15 pages, 11 figures, Accepted by IEEE Transactions on Wireless Communications 

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Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in EdgeIoT


Feb 15, 2022
Jingjing Zheng, Kai Li, Naram Mhaisen, Wei Ni, Eduardo Tovar, Mohsen Guizani

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Three-dimensional Cooperative Localization of Commercial-Off-The-Shelf Sensors


Nov 03, 2021
Yulong Wang, Shenghong Li, Wei Ni, David Abbott, Mark Johnson, Guangyu Pei, Mark Hedley

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* 10 pages, 12 figures 

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Sum-Rate Maximization for Multi-Reconfigurable Intelligent Surface-Assisted Device-to-Device Communications


Aug 16, 2021
Yashuai Cao, Tiejun Lv, Wei Ni, Zhipeng Lin

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* accepted by IEEE Transactions on Communications 

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