杨鹏 - 华中科技大学 - 电子信息与通信学院

个人简介

Short Bio I received my Ph.D. degree and B.E. degree from the School of Electronic Information and Communications (EIC) at Huazhong University of Science and Technology (HUST) in 2018 and 2013, respectively. I joined the School of EIC at HUST as an Associate Professor in Jan. 2020. Before that, I was with the Department of Electrical and Computer Engineering at the University of Waterloo, as a Postdoctoral Fellow from Sept. 2018 to Dec. 2019, and a Visiting Ph.D. Student from Sept. 2015 to Sept. 2017. My current research focuses on artificial intelligence and its application in next-generation networking, mobile edge computing, video streaming and analytics. I am looking for highly motivated students (undergraduate, master, and PhD student) to join my group. Feel free to send me an email or visit my lab at WNLO.

近期论文

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S. Wang, Y. Guo, N. Zhang, P. Yang, A. Zhou, and X. Shen, Delay-aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach, IEEE Transactions on Mobile Computing, accepted. [link] J. Chen, H. Wu, P. Yang, F. Lyu, and X. Shen, Cooperative Edge Caching with Location-based and Popular Contents for Vehicular Networks, IEEE Transactions on Vehicular Technology, accepted. [link] P. Yang, F. Lyu, W. Wu, N. Zhang, L. Yu, and X. Shen, Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics, IEEE Transactions on Industrial Informatics, vol. 16, no. 7, pp. 4855-4864, July 2020. [link] Y. Tang, P. Yang, W. Wu, J. W. Mark, and X. Shen, Interference Mitigation via Cross-Tier Cooperation in Heterogeneous Cloud Radio Access Networks, IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 1, pp. 201-213, Mar. 2020. [link] S. Yan, P. Yang, Q. Ye, W. Zhuang, X. Shen, X. Li, and J. Rao, Transmission Protocol Customization for Network Slicing: A Case Study of Video Streaming, IEEE Vehicular Technology Magazine, vol. 14, no. 4, pp. 20-28, Dec. 2019. [link] P. Yang, N. Zhang, S. Zhang, L. Yu, J. Zhang, and X. Shen, Content Popularity Prediction Towards Location-Aware Mobile Edge Caching, IEEE Transactions on Multimedia, vol. 21, no. 4, pp. 915-929, Apr. 2019. (ESI Highly Cited Paper) [link] S. Zhang, W. Quan, J. Li, W. Shi, P. Yang, and X. Shen, Air-Ground Integrated Vehicular Network Slicing with Content Pushing and Caching, IEEE Journal on Selected Areas in Communications, vol. 36, no. 9, pp. 2114-2127, Sept. 2018. [link] S. Zhang, P. He, K. Suto, P. Yang, L. Zhao, and X. Shen, Cooperative Edge Caching in User-Centric Clustered Mobile Networks, IEEE Transactions on Mobile Computing, vol. 17, no. 8, pp. 1791-1805, Aug. 2018. [link] P. Yang, N. Zhang, S. Zhang, K. Yang, L. Yu, and X. Shen, Identifying the Most Valuable Workers in Fog-Assisted Spatial Crowdsourcing, IEEE Internet of Things Journal, vol. 4, no. 5, pp. 1193-1203, Oct. 2017. [link] P. Yang, N. Zhang, Y. Bi, L. Yu, and X. Shen, Catalyzing Cloud-Fog Interoperation in 5G Wireless Networks: An SDN Approach, IEEE Network, vol. 31, no. 5, pp. 14-20, Sept./Oct. 2017. [link] N. Zhang, S. Zhang, P. Yang, O. Alhussein, W. Zhuang, and X. Shen, Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions, IEEE Communications Magazine, vol. 55, no. 7, pp. 101-109, July 2017. (ESI Highly Cited Paper) [link] J. Chen, H. Zhou, N. Zhang, P. Yang, L. Gui, and X. Shen, Software Defined Internet of Vehicles: Architecture, Challenges and Solutions, Journal of Communications and Information Networks, vol. 1, no. 1, pp. 14-26, June 2016. (Best Paper Award) [link] Conference Papers F. Lyu, J. Ren, P. Yang, N. Cheng, Y. Zhang, and X. Shen, SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System, in Proc. of IEEE INFOCOM, Toronto, Canada, 2020. (Acceptance Rate 19.8%) Q. Liu, P. Yang, M. Yang, and L. Yu, CKCD: A Fair and Low Latency Queue Control Algorithm for Heterogeneous TCP Flows, in Proc. of ICNC, Big Island, HI, USA, 2020, pp. 725-730. (Acceptance Rate 24.9%) [link] X. Cao, Y. Li, J. Han, P. Yang, F. Lyu, D. Guo, and X. Shen, Online Worker Selection Towards High Quality Map Collection for Autonomous Driving, in Proc. of IEEE GLOBECOM, Waikoloa, HI, USA, 2019. [link] P. Yang, N. Zhang, S. Zhang, F. Lyu, L. Yu, and X. Shen, Asymptotic Optimal Edge Resource Allocation for Video Streaming via User Preference Prediction, in Proc. of IEEE ICC, Shanghai, China, 2019. [link] Y. Tang, P. Yang, W. Wu, J. W. Mark, and X. Shen, Cooperation-Based Interference Mitigation in Heterogeneous Cloud Radio Access Networks, in Proc. of IEEE ICC, Shanghai, China, 2019. [link] M. Yang, P. Yang, C. Wen, Q. Liu, J. Luo, and L. Yu, Adaptive-BBR: Fine-Grained Congestion Control with Improved Fairness and Low Latency, in Proc. of IEEE WCNC, Marrakech, Morocco, 2019. [link] P. Yang, N. Zhang, S. Zhang, L. Yu, J. Zhang, and X. Shen, Dynamic Mobile Edge Caching with Location Differentiation, in Proc. of IEEE GLOBECOM, Singapore, 2017. [link] S. Zhang, N. Zhang, X. Fang, P. Yang, and X. Shen, Cost-Effective Vehicular Network Planning with Cache-Enabled Green Roadside Units, in Proc. of IEEE ICC, Paris, France, 2017. [link]S. Wang, Y. Guo, N. Zhang, P. Yang, A. Zhou, and X. Shen, Delay-aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach, IEEE Transactions on Mobile Computing, accepted. [link] J. Chen, H. Wu, P. Yang, F. Lyu, and X. Shen, Cooperative Edge Caching with Location-based and Popular Contents for Vehicular Networks, IEEE Transactions on Vehicular Technology, accepted. [link] P. Yang, F. Lyu, W. Wu, N. Zhang, L. Yu, and X. Shen, Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics, IEEE Transactions on Industrial Informatics, vol. 16, no. 7, pp. 4855-4864, July 2020. [link] Y. Tang, P. Yang, W. Wu, J. W. Mark, and X. Shen, Interference Mitigation via Cross-Tier Cooperation in Heterogeneous Cloud Radio Access Networks, IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 1, pp. 201-213, Mar. 2020. [link] S. Yan, P. Yang, Q. Ye, W. Zhuang, X. Shen, X. Li, and J. Rao, Transmission Protocol Customization for Network Slicing: A Case Study of Video Streaming, IEEE Vehicular Technology Magazine, vol. 14, no. 4, pp. 20-28, Dec. 2019. [link] P. Yang, N. Zhang, S. Zhang, L. Yu, J. Zhang, and X. Shen, Content Popularity Prediction Towards Location-Aware Mobile Edge Caching, IEEE Transactions on Multimedia, vol. 21, no. 4, pp. 915-929, Apr. 2019. (ESI Highly Cited Paper) [link] S. Zhang, W. Quan, J. Li, W. Shi, P. Yang, and X. Shen, Air-Ground Integrated Vehicular Network Slicing with Content Pushing and Caching, IEEE Journal on Selected Areas in Communications, vol. 36, no. 9, pp. 2114-2127, Sept. 2018. [link] S. Zhang, P. He, K. Suto, P. Yang, L. Zhao, and X. Shen, Cooperative Edge Caching in User-Centric Clustered Mobile Networks, IEEE Transactions on Mobile Computing, vol. 17, no. 8, pp. 1791-1805, Aug. 2018. [link] P. Yang, N. Zhang, S. Zhang, K. Yang, L. Yu, and X. Shen, Identifying the Most Valuable Workers in Fog-Assisted Spatial Crowdsourcing, IEEE Internet of Things Journal, vol. 4, no. 5, pp. 1193-1203, Oct. 2017. [link] P. Yang, N. Zhang, Y. Bi, L. Yu, and X. Shen, Catalyzing Cloud-Fog Interoperation in 5G Wireless Networks: An SDN Approach, IEEE Network, vol. 31, no. 5, pp. 14-20, Sept./Oct. 2017. [link] N. Zhang, S. Zhang, P. Yang, O. Alhussein, W. Zhuang, and X. Shen, Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions, IEEE Communications Magazine, vol. 55, no. 7, pp. 101-109, July 2017. (ESI Highly Cited Paper) [link] J. Chen, H. Zhou, N. Zhang, P. Yang, L. Gui, and X. Shen, Software Defined Internet of Vehicles: Architecture, Challenges and Solutions, Journal of Communications and Information Networks, vol. 1, no. 1, pp. 14-26, June 2016. (Best Paper Award) [link] Conference Papers F. Lyu, J. Ren, P. Yang, N. Cheng, Y. Zhang, and X. Shen, SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System, in Proc. of IEEE INFOCOM, Toronto, Canada, 2020. (Acceptance Rate 19.8%) Q. Liu, P. Yang, M. Yang, and L. Yu, CKCD: A Fair and Low Latency Queue Control Algorithm for Heterogeneous TCP Flows, in Proc. of ICNC, Big Island, HI, USA, 2020, pp. 725-730. (Acceptance Rate 24.9%) [link] X. Cao, Y. Li, J. Han, P. Yang, F. Lyu, D. Guo, and X. Shen, Online Worker Selection Towards High Quality Map Collection for Autonomous Driving, in Proc. of IEEE GLOBECOM, Waikoloa, HI, USA, 2019. [link] P. Yang, N. Zhang, S. Zhang, F. Lyu, L. Yu, and X. Shen, Asymptotic Optimal Edge Resource Allocation for Video Streaming via User Preference Prediction, in Proc. of IEEE ICC, Shanghai, China, 2019. [link] Y. Tang, P. Yang, W. Wu, J. W. Mark, and X. Shen, Cooperation-Based Interference Mitigation in Heterogeneous Cloud Radio Access Networks, in Proc. of IEEE ICC, Shanghai, China, 2019. [link] M. Yang, P. Yang, C. Wen, Q. Liu, J. Luo, and L. Yu, Adaptive-BBR: Fine-Grained Congestion Control with Improved Fairness and Low Latency, in Proc. of IEEE WCNC, Marrakech, Morocco, 2019. [link] P. Yang, N. Zhang, S. Zhang, L. Yu, J. Zhang, and X. Shen, Dynamic Mobile Edge Caching with Location Differentiation, in Proc. of IEEE GLOBECOM, Singapore, 2017. [link] S. Zhang, N. Zhang, X. Fang, P. Yang, and X. Shen, Cost-Effective Vehicular Network Planning with Cache-Enabled Green Roadside Units, in Proc. of IEEE ICC, Paris, France, 2017. [link]

学术兼职

IEEE Member Technical Program Committee Member IEEE VTC-Fall, 2020, 2019, 2017, 2016 Session Chair IEEE VTC-Fall 2017, IEEE GLOBECOM 2017 Reviewer for IEEE Communications Magazine IEEE Wireless Communications IEEE Network IEEE Transactions on Mobile Computing IEEE Internet of Things Journal IEEE Transactions on Vehicular Technology IEEE Transactions on Industrial Informatics IEEE Transactions on Cognitive Communications and Networking IEEE Wireless Communications Letters IEEE Access IET Communications Peer-to-Peer Networking and Applications Journal of Communications and Information Networks a number of IEEE conferences, including GLOBECOM, ICC, WCNC, PIMRC, VTC, WCSP