Feng Lyu
 |
Ph.D., Professor |
Research Interests
Internet of Vehicles (Internet of Things)
Big Data
Edge Computing
Space-Air-Ground Integrated Networks
Professional Experience
Professor, School of Computer Science and Engineering, Central South University, China, 2020.01-Present
Post-Doctoral Fellow, Department of Electrical and Computer Engineering, University of Waterloo, Canada, 2018.09-2020.01
Education
Ph.D., Department of Computer Science and Engineering, Shanghai Jiao Tong University, China, 2013.09-2018.06
Visiting PhD Scholar, Department of Electrical and Computer Engineering, University of Waterloo, Canada, 2016.10-2017.10
B.E., School of Software and Engineering, Central South University, China, 2009.09-2013.06
Recent NEWs ( More )
I am looking for self-motivated students to work with me at Central South University. Please feel free to drop me an email with your CV.
04/24/2021, Dr. Lyu is invited as start-up business mentor for Hengyang Goverment (News)
03/18/2021, One paper on Federated Learning is accepted by IEEE ICDCS'21
03/01/2021, Dr. Lyu is selected as Young Elite Scientist of China Association of Science and Technology in Communication Society (News)
01/14/2021, Three papers are accepted by IEEE ICC'21
12/05/2020, One paper on Federated Learning is accepted by IEEE INFOCOM'21
Professional Activities ( Full List )
Editorial roles
Guest Editor, SI on IoT Intelligence Empowered by End-Edge-Cloud Orchestration, China Communications, Call for Papers, 2021.04-Present
Associate Editor, IEEE Systems Journal, 2020.08-Present
Lead Guest Editor, SI on Space-Air-Ground Integrated Networks for Future IoT: Architecture, Management, Service and Performance, Peer-to-Peer Networking and Applications, 2020.06-2021.04
Selected Awards ( Full List )
Young Elite Scientist of China Association of Science and Technology in Communication Society (12 candidates in China), 2021
100 Science and Technology Innovation Talents of Hunan Province (100 candidates in Hunan), 2020
Excellent Doctoral Dissertation Award of Shanghai Computer Society (ranking No. 1 among 3 candidates in Shanghai), 2020
Best Paper Award of IEEE International Conference on Communications (IEEE ICC 2019, 16 out of 2590 submissions), 2019
Norbert Wiener Review Award of IEEE/CAA Journal of Automatica Sinica (1 paper per year), 2020
Recent Publications ( Full List )
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, accepted to appear.
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, accepted to appear.
F. Lyu, J. Ren, N. Cheng, P. Yang, M. Li, Y. Zhang, and X. Shen, LEAD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics, IEEE Trans. on Mobile Computing, DoI: 10.1109/TMC.2020.2984261, Early Access, Apr. 2020.
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", IEEE J. Selected Areas of Communications, vol. 38, no. 12, pp. 2783-2797, Dec. 2020.
F. Lyu, N. Cheng, H. Zhu, H. Zhou, W. Xu, M. Li, and X. Shen. Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles. IEEE Trans. on Intelligent Transportation Systems, vol. 22, no. 2, pp. 1248-1263, Feb. 2021.
F. Lyu, H. Zhu, N. Cheng, H. Zhou, W. Xu, M. Li, and X. Shen. Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications. IEEE Trans. on Intelligent Transportation Systems, vol. 21, no. 6, pp. 2586–2602, Jun. 2020.