特聘教授
博士生导师
硕士生导师
入职时间：2020-01-07
所在单位：计算机学院
学历：博士研究生毕业
办公地点：校本部升华北楼404
性别：男
联系方式：fenglyu@csu.edu.cn
学位：博士学位
在职信息：在职
毕业院校：上海交通大学
学科：计算机科学与技术
曾获荣誉：
中国科协第六届青年托举人才
湖南省100个科技创新人才(2020年度引进)
湖南省湖湘青年英才
湖南省优秀青年基金获得者
ACM SIGAPP China 新星奖
上海计算机学会优秀博士学位论文奖
IEEE ICC 2019最佳论文奖
IEEE/CAA JAS 诺伯特.维纳综述奖
访问量：
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[1]F. Wu , F. Lyu , J. Ren , P. Yang, Y. Zhang , D. Zhang , Y. Zhang.Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction.Proc. IEEE Infocom'22: to appear.
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[2]J. Ren , J. Liu , Y. Zhang , Z. Li , F. Lyu , Z. Wang , Y. Zhang.An Efficient Two-Layer Task Offloading Scheme for MEC Networks with Multiple Services Providers.Proc. IEEE Infocom'22: to appear.
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[3]H. Kong , L. Lu , J. Yu , Y. Zhu , F. Tang , Y. Chen , L. Kong , F. Lyu.Push the Limit of WiFi-based User Authentication towards Undefined Gestures.Proc. IEEE Infocom'22: to appear.
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[4]Y. Deng, F. Lyu (Corresponding Author), J. Ren, H. Wu, Y. Zhou, Y. Zhang, and X. Shen.AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning.IEEE Trans. on Parallel and Distributed Systems, 2021: accepted to appear.
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[5]J. Chen, H. Wu, F. Lyu (Corresponding Author), P. Yang, Q. Li, and X. Shen.Adaptive Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.IEEE Trans. on Intelligent Transportation Systems, 2021: accepted to appear.
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[6]Y. Deng, F. Lyu (Corresponding Author), J. Ren, Y. Chen, P. Yang, Y. Zhou, Y. Zhang.FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation.Proc. IEEE Infocom'21
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[7]Y. Deng, F. Lyu (Corresponding Author), J. Ren, Y. Zhang, Y. Zhou, Y. Zhang, Y. Yang.SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning.Proc. IEEE ICDCS’21
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[8]F. Lyu, P. Yang, H. Wu, C. Zhou, J. Ren, Y. Zhang, and X. Shen.Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks.IEEE Trans. on Intelligent Transportation Systems: to appear, 2021.
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[9]W. Chen, F. Lyu (Corresponding Author), F. Wu, P. Yang, J. Ren.FLAG: Flexible, Accurate, and Long-Time User Load Prediction in Large-Scale WiFi System Using Deep RNN.IEEE Internet of Things Journal: to appear, 2021.
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[10]W. Chen, F. Lyu (Corresponding Author), F. Wu, P. Yang, G. Xue, M. Li.Sequential Message Characterization for Early Classification of Encrypted Internet Traffic.IEEE Trans. on Vehicular Technology: 2021, to appear..
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[11]H. Wu, F. Lyu (Corresponding Author), C. Zhou, J. Chen, L. Wang, and X. Shen.Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach[J].IEEE J. Selected Areas of Communications: 2020,to appear.
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[12]F. Lyu, J. Ren, P. Yang, N. Cheng, M. Li, Y. Zhang, X. Shen.LEAD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics[J].IEEE Trans. on Mobile Computing: 2020, to appear.
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[13]F. Lyu, J. Ren, P. Yang, N. Cheng, Y. Zhang, X. Shen.SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System[C].Proc. IEEE Infocom'20, Toronto, Canada, July 6-9: 2020..
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[14]F. Lyu, N. Cheng, H. Zhu, H. Zhou, W. Xu, M. Li, X. Shen.Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles[J].IEEE Trans. on Intelligent Transportation Systems: 2020, to appear..
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[15]F. Lyu, H. Zhu, N. Cheng, H. Zhou, W. Xu, M. Li, X. Shen.Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications[J].IEEE Trans. on Intelligent Transportation Systems: 2019, to appear..
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[16]F. Lyu, J. Ren, N. Cheng, P. Yang, M. Li, Y. Zhang, X. Shen.Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System[C].Proc. IEEE ICDCS'19, Dallas, Texas, USA: July 7-10, 2019..
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[17]F. Lyu, F. Wu, Y. Zhang, J. Xin, and X. Zhu, Virtualized and Micro Services Provisioning in Space-Air-Ground Integrated Network.IEEE Wireless Communications: 2020, to appear.
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[18]W. Zhuang, Q. Ye, F. Lyu, N. Cheng, J. Ren.SDN/NFV-Empowered Future IoV With Enhanced Communication, Computing, and Caching[J].Proceedings of the IEEE, 108 (2) : 274-291, 2020..
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[19]F. Wu, W. Yang, J. Ren, F. Lyu, P. Yang, Y. Zhang, and X. Shen.NDN-MMRA: Multi-Stage Multicast Rate Adaptation in Named Data Networking WLAN[J].IEEE Trans. on Multimedia: 2020, to appear.
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[20]C. Zhou, W. Wu, H. He, P. Yang, F. Lyu, N. Cheng, and X. Shen.Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network[J].IEEE Trans. on Wireless Communications: 2020, to appear.
