张星洲

时间:2022-09-05

姓名

张星洲

研究领域

边缘计算与人工智能,分布式计算系统

联系方式

固定电话:

电子邮箱:zhangxingzhou@ict.ac.cn

招生信息

招生专业:电子信息

招生方向:边缘计算、分布式计算系统、人工智能

个人简介(教育背景、工作经历、社会兼职等)

2020.07至今 中国科学院计算技术研究所助理研究员

2017.11-2019.04 美国韦恩州立大学 国家留学基金委公派访学交流

2014.09-2020.07 中国科学院计算技术研究所博士

2010.09-2014.06 山东大学学士

目前承担课题情况(项目负责人)

中国博士后科学基金面上资助中国计算机学会:CCF-百度松果基金

中国科学院计算技术研究所:所级创新课题

中科南京信息高铁研究院:信息高铁端边云实验床

学术成果(代表性论文、专利等)

[1]Xingzhou Zhang, Zhiwei Xu,Facebook and Tencent Data Fit a Cube Law Better than Metcalfe’s Law, Journal of Computer Science and Technology (JCST), Vol. 38, No. 2, pp. 219-227, 2023.(Cover Article)

[2]Jiashun Suo,Xingzhou Zhang, Weisong Shi, and Wei Zhou,E3-UAV: An Edge-based Energy-Efficiency Object Detection System for Unmanned Aerial Vehicles, IEEE Internet of Things Journal, April 2023.

[3]Jiashun Suo, Tianyi Wang,Xingzhou Zhang,Haiyang Chen, Wei Zhou,and Weisong Shi,HIT-UAV: A High-Altitude Infrared Thermal Dataset for Unmanned Aerial Vehicles Object Detection, Scientific Data (Nature子刊), Vol. 10, No. 227, 2023.

[4]Xiaoyang Jiang,Xingzhou Zhang, Xiaohui Peng,Flet-Edge: A Full Life-cycle Evaluation Tool for deep learning framework on the Edge, The 28th IEEE International Conference on Parallel and Distributed Systems (ICPADS), January 10-12, 2023, Nanjing, China.

[5]Haiyang Chen, Weiqiang Wang,Xingzhou Zhang, Weisong Shi,LightOcean: A Lightweight And Efficient Network For Real-time UAV Tracking, in Proceedings of the 19th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), Dec 15-18, 2022, Haikou, China.

[6]Weiqiang Wang, Haiyang Chen,Xingzhou Zhang, Weisong Shi,Aprus: An Airborne Altitude-Adaptive Purpose-Related UAV System for Object Detection, in Proceedings of the 2022 High Performance Computing and Communications (HPCC), Dec 18-21, 2022, Chengdu, China.

[7]Jiashun Suo,Xingzhou Zhang, Shilei Zhang, Wei Zhou, Weisong Shi,Feasibility Analysis of Machine Learning Optimization on GPU-based Low-cost Edgesin Proceedings of the 18th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), Oct 18, 2021, Atlanta, USA.

[8]Kumar Mohit,Xingzhou Zhang, Liangkai Liu, Yifan Wang, and Weisong Shi.Energy-efficient machine learning on the edgesIn 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pp. 912-921. IEEE, 2020.

[9]Xingzhou Zhang, Research on Data Professing Framework for Edge Intelligence, PhD dissertstion.面向边缘智能的数据处理框架研究,北京,2020.

[10]Xingzhou Zhang, Mu Qiao, Liangkai Liu, Pengfei Xu, and Weisong Shi,Collaborative Cloud-Edge Computation for Personalized Driving Behavior Modeling, in Proceedings of the fourth ACM/IEEE Symposium on Edge Computing (SEC), November 7-9, 2019, Arlington, VA, USA.

[11]Xingzhou Zhang, Yifan Wang, Sidi Lu, Liangkai Liu, Lanyu Xu, Weisong Shi,OpenEI: An Open Framework for Edge Intelligence, in Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS), Vision/Blue Sky Track, July 7-10, 2019, Dallas, USA.

[12]Xingzhou Zhang, Sidi Lu, Weisong Shi,边缘智能中的协同计算技术研究(Collaborative Computing Techniques in Edge Intelligence),《人工智能》(AI View), CCID, No. 12, Oct, 2019, China.

[13]Fang Liu, Guoming Tang, Youhuizi Li, Zhiping Cai,Xingzhou Zhang, Tongqing Zhou,A Survey on Edge Computing Systems and Tools, in Proceedings of the IEEE (PIEEE), Vol. 107, No. 8, August 2019. pp. 1537-1562.

[14]Yifan Wang, Liangkai Liu,Xingzhou Zhang, and Weisong Shi,HydraOne: An Indoor Experimental Research and Education Platform for CAVs, in Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 9, 2019, Renton, WA, USA.

[15]Liangkai Liu,Xingzhou Zhang, Qingyang Zhang, Andrew Weinert, Yifan Wang and Weisong Shi,AutoVAPS: An IoT-Enabled Public Safety Service on Vehicles, in Proceedings of 4th Workshop on Science of Smart City Operations and Platforms Engineering (SCOPE), April 15-18, 2019.

[16]Weisong Shi,Xingzhou Zhang, Yifan Wang and Qingyang Zhang边缘计算:现状与展望(Edge Computing: Start-of-the-Art and Future Directions),《计算机研究与发展(Journal of Computer Research and Development)》(60周年特刊), Vol. 56, No. 1, January 2019.

[17]Xingzhou Zhang, Yifan Wang, and Weisong Shi,pCAMP: Performance Comparison of Machine Learning Packages on the Edges, in Proceedings of USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 10, 2018, Boston, USA.

[18]Liangkai Liu,Xingzhou Zhang, Mu Qiao, and Weisong Shi,SafeShareRide: Edge-based Attack Detection in Ridesharing Services, in Proceedings of the third ACM/IEEE Symposium on Edge Computing (SEC), Oct. 25-27, 2018. Bellevue, WA.

[19]Liangkai Liu,Xingzhou Zhang, Mu Qiao, and Weisong Shi,SafeShareRide: Edge-based Attack Detection in Ridesharing Services, in Proceedings of USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July 10, 2018, Boston, USA.

[20]Qingyang Zhang, Yifan Wang,Xingzhou Zhang, Liangkai Liu, Xiaopei Wu, Weisong Shi and Hong Zhong,OpenVDAP: An Open Vehicular Data Analytics Platform for CAVs, in Proceedings of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS), Vision/Blue Sky Track, July 2-5, 2018, Vienna, Austria.[

21]Xiaohui Peng,Xingzhou Zhang, Yifan Wang, and Lu Chao,Web使能的物端计算系统(Web Enabled Things Computing System),《计算机研究与发展(Journal of Computer Research and Development)》, Vol. 55, No. 3, pp. 572-584. Feb 2018. (Chinese)

[22]Xingzhou Zhang, Yifan Wang, Lu Chao, Lang Wu, Chundian Li, Xiaohui Peng, and Zhiwei Xu,IEHouse: A Non-Intrusive Household Appliance State Recognition System, in Proceedings of the 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC). Aug 4-8, 2017, San Francisco, USA.

[23]Xingzhou Zhang, Jingjie Liu, and Zhiwei Xu,Tencent and Facebook data validate Metcalfe's law, Journal of Computer Science and Technology (JCST), Vol. 30, No. 2, pp. 246-251, 2015.

[24]Yifan Wang,Xingzhou Zhang, Lu Chao, Lang Wu and Xiaohui Peng,PowerAnalyzer: An Energy-Aware Power Monitor System Aiming at Energy-Saving, in Proceedings of the 8th IEEE International Conference on Green and Sustainable Computing Conference (IGSC). Oct 23-25, 2017, Orlando, Florida, USA.

获奖情况


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