- [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.
- [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.
- [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.
- [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.
- [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.
- [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
- [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
- [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.
- [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.
- [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..
- [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.
- [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.
- [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..
- [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..
- [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..
- [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..
- [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.
- [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..
- [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.
- [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.