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A Contract Theory based Incentive Mechanism for Federated Learning

Aug 12, 2021
Mengmeng Tian, Yuxin Chen, Yuan Liu, Zehui Xiong, Cyril Leung, Chunyan Miao

* 7 pages, 2 figures, International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI'21), Best Student Paper Award 

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Composite Time-Frequency Analysis and Siamese Neural Network based Compound Interference Identification for Hopping Frequency System

Jul 21, 2021
Weiheng Jiang, Wanxin Yu, Jiangtian Nie, Zehui Xiong, Xiaogang Wu

* 11 pages 

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Smart City Enabled by 5G/6G Networks: An Intelligent Hybrid Random Access Scheme

Jan 16, 2021
Huimei Han, Jun Zhao, Wenchao Zhai, Zehui Xiong, Weidang Lu

* arXiv admin note: substantial text overlap with arXiv:2012.13537 

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Intelligent Reflecting Surface Assisted Anti-Jamming Communications Based on Reinforcement Learning

Dec 23, 2020
Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, Massimo Tornatore, Stefano Secci

* This paper appears in the Proceedings of IEEE Global Communications Conference (GLOBECOM) 2020. A full version appears in IEEE Transactions on Wireless Communications. arXiv:2004.12539 

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Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management

Nov 28, 2020
Helin Yang, Jun Zhao, Zehui Xiong, Kwok-Yan Lam, Sumei Sun, Liang Xiao

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Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach

Jul 19, 2020
Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain

* IEEE Internet of Things Journal 

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Federated Learning for 6G Communications: Challenges, Methods, and Future Directions

Jun 04, 2020
Yi Liu, Xingliang Yuan, Zehui Xiong, Jiawen Kang, Xiaofei Wang, Dusit Niyato

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Incentive Mechanism Design for Resource Sharing in Collaborative Edge Learning

May 31, 2020
Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Cyril Leung, Chunyan Miao, Qiang Yang

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Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach

May 16, 2019
Jiawen Kang, Zehui Xiong, Dusit Niyato, Han Yu, Ying-Chang Liang, Dong In Kim

* submitted to the conference for potential publication 

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