刘璇
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教师介绍

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芙蓉学者青年学者,湖南省优青,博士生导师。
研究方向:机器学习,物联网、云计算

本人毕业于香港理工大学。作为骨干人员参与了香港科研基金(RGC),香港创新及科技基金(ITF),国家自然科学基金、国家863项目和国防基础科研项目研究。致力于创新性强的研究工作,在学科重点期刊和国际著名会议《IEEETransactionsonMobileComputing(TMC)》《IEEETransactionsonParallelandDistributedSystems(TPDS)》,《IEEETransactionsonComputers(TC)》,《TelecommunicationSystems》,IWQoS,MASS等发表高水平论文多篇。


地址:湖南大学计算机工程系209,信息科学与工程学院。
中文名: 刘璇 英文名:
学历: 博士 职称: 副教授
联系电话: 电子邮件: xuan_liu@hnu.edu.cn
研究方向: 机器学习,物联网
联系地址: 湖南省长沙市岳麓区麓山南路2号,湖南大学信息科学与工程学院(410082)
所属机构:  计算机工程系  学院教师
研究方向

机器学习,区块链,物联网

讲授课程
  1. 1. 机器学习与大数据 CS06171

  2. 2. 信号处理基础  CS06169

科研项目
  • - 基于复制适应系统理论的群体智能演化机理与方法研究,国家科技创新驱动计划,2019.01-2020.12,主持

  • - 面向动态复杂环境的RFID高效监测技术研究,国家自然科学基金,2017.1-2019.12,主持

  • - 面向大规模物联网应用的无线射频识别监测与感知方法研究,湖南省自然科学基金,2017.6-2020.6,主持

  • - 高动态RFID系统中的高效标签监测与搜索方法研究,计算机软件新技术国家重点实验室,2016.6-2018.6,主持

  • - 城市多网空间下软件定义物联网的移动接入机制研究,国家自然科学基金,2017.1-2019.12,参与,排名第二

  • - 超级计算系统预算约束的可靠性与能耗动态融合任务调度策略,国家自然科学基金,2017.1-2019.12,参与,排名第二

  • - 动态RFID系统中的新技术:问题,应用与方案,香港科研基金会(RGC)PolyU 5281/13E,2012.1 -2015.12,主研,排名第二

学术论文

期刊论文

 

  1. 1.       Xuan Liu, Jiangjin Yin, Shigeng Zhang,Bo Ding, Song Guo, Kun Wang: Range-Based Localization for Sparse 3-D SensorNetworks. IEEE Internet of Things Journal6(1): 753-764 (2019) (SCI 一区,高被引)

  2. 2.       Xuan Liu, Quan Yang, Juan Luo, BoDing, Shigeng Zhang: An Energy-Aware Offloading Framework for Edge-AugmentedMobile RFID Systems. IEEE Internet of Things Journal 6(3): 3994-4004 (2019) (SCI 一区,高被引)

  3. 3.       Xuan Liu, Jiangjin Yin, Yangyang Liu,Shigeng Zhang, Song Guo, Kun Wang: Vital Signs Monitoring with RFID:Opportunities and Challenges. IEEE Network 33(4): 126-132(2019) SCI 一区

  4. 4.       Juan Luo, Luxiu Yin, Jinyu Hu, Chun Wang, Xuan Liu*, Xin Fan, Haibo Luo: Container-based fogcomputing architecture and energy-balancing scheduling algorithm for energyIoT. Future Generation Comp. Syst. 97: 50-60 (2019) (SCI)

  5. 5.       Jia Liu, Bin Xiao, Xuan Liu,Kai Bu, Lijun Chen, Changhai Nie: Efficient Polling-Based InformationCollection in RFID Systems. IEEE/ACM Trans. Netw. 27(3): 948-961 (2019)  (CCF A)

  6. 6.       Tongqing Zhou, Bin Xiao, Zhiping Cai, Ming Xu, Xuan Liu: From Uncertain Photos to Certain Coverage: a Novel PhotoSelection Approach to Mobile Crowdsensing. INFOCOM 2018: 1979-1987   (CCF A)

  7. 7.       Xuan Liu, Bin Xiao, Shigeng Zhang, Kai Bu, and Alvin Chan, STEP: A Time-EfficientTagSearching Protocol in Large RFID Systems, IEEE Transactions onComputers(TC),vol. 64, no. 11, pp. 3265-3277, 2015.  (CCF A)

  8. 8.       Xuan Liu, Shigeng Zhang, Bin Xiao, andKai Bu, Flexible and Time-Efficient TagScanning with Handheld Readers, IEEETransactions on Mobile Computing (TMC),vol. 15, no. 4, pp.840-852,2-16.   (CCF A)

  9. 9.       Xuan Liu, Bin Xiao, ShigengZhang, Kai Bu. Unknown Tag Identification in Large RFID Systems: An Efficientand Complete Solution. IEEE Transactions on Parallel andDistributedSystems (TPDS), vol. 26, no. 6, pp. 1775-1788, 2015(CCF A)

  10. 10.    Xuan Liu, Shigeng Zhang, and Kai Bu, ALocality-Based Range-FreeLocalization Algorithm for Anisotropic WirelessSensor Networks, TelecommunicationSystems, accepted.  DOI :10.1007/s11235-015-9978-8.  (SCI)

  11. 11.    Kai Bu, Xuan Liu, and Bin Xiao, Approaching theTime Lower Bound on Cloned-tag Identification for Large RFID Systems, Ad Hoc Networks , vol.13, Part B, no. 0, pp. 271-281, 2014. (SCI)

  12. 12.    KaiBu, Xuan Liu, Jiaqing Luo, Bin Xiao, andGuiyi Wei, Unreconciled Collisions Uncover Cloning Attacks in Anonymous RFIDSystems, IEEE Transactions on Information Forensics and Security (TIFS),vol.8, no. 3, pp. 429-439, 2013. (SCI)

  13. 13.    Shigeng Zhang, Xuan Liu, Jianxin Wang, Jiannong Cao,Geyong Min. Accurate Range-Free Localization for Anisotropic Wireless SensorNetworks. ACM Transactions on Sensor Networks (TOSN), vol. 11, no. 3,article ID 51, pp. 1-28, 2015. (CCF B)

  14. 14.    Shigeng Zhang, Xuan Liu, Jianxin Wang, Jiannong Cao,Geyong Min. Energy-Efficient Active Tag Searching in Large Scale RFIDSystem. Information Sciences (INS), vol. 317, pp. 143-156, 2015. (SCI)

会议论文

  1. 1.       Xuan Liu, Bin Xiao, FengZhu, Shigeng Zhang. Let's work together: Fast Tag Identification byInterference Elimination for Multiple RFID Readers, accepted to appear inICNP 2016.  (CCF B, acceptance rate 20.1%)

  2. 2.       Xuan Liu, Bin Xiao, Shigeng Zhang, KaiBu. One More Hash is Enough: Efficient Tag Stocktaking in Highly Dynamic RFIDSystems, ICC 2016.  (CCF C)

  3. 3.       Jia Liu, Bin Xiao, XuanLiu, and Lijun Chen, "Fast RFID Polling Protocols", in Proc.of the International Conference on Parallel Processing (ICPP 2016),Philadelphia, USA, Aug. 2016. (CCF B, acceptance rate 21.1%)

  4. 4.       Feng Zhu, Bin Xiao, Jia Liu, Xuan Liu, and Lijun Chen, "PLAT: A Physical-layer TagSearching Protocol in Large RFID Systems", in Proc. of the IEEEInternational  Conference on Sensing, Communication and Networking (SECON),London, UK, June 27-30, 2016. (CCF B, acceptance rate 26.3%)

  5. 5.       Xuan Liu, Bin Xiao, Kai Bu, andShigeng Zhang, LOCK: A Fast and Flexible TagScanning Mechanism with HandheldReaders, in Proc. of the 22th IEEE/ACMInternational Workshop on Quality ofService (IWQoS), Hong Kong, China, May.2014. (CCF B, acceptance rate 23.8%%)

  6. 6.       Xuan Liu, Shigeng Zhang, Kai Bu, andBin Xiao, Complete and Fast Unknown TagIdentification in Large RFID Systems, inProc. of the 9th IEEE InternationalConference on Mobile Ad Hoc and SensorSystems (MASS), Las Vegas, Nevada, USA,October 8-11, 2012, pp. 47-55. (CCF C)

  7. 7.       Xuan Liu, Shigeng Zhang, Jianxin Wang,Jiannong Cao, and Bin Xiao, Anchor Supervised Distance Estimation inAnisotropic Wireless Sensor Networks, Proc. of the IEEE Wireless Communicationsand Networking Conference (WCNC), Quintana-Roo, Mexico, March 28-31, 2011. (CCFC)

  8. 8.       Kai Bu, Mingjie Xu, Xuan Liu,Jiaqing Luo, and Shigeng Zhang, Toward Fast and Deterministic Clone Detectionfor Large Anonymous RFID Systems, in Proc. of the 11th IEEE InternationalConference on Mobile Ad Hoc and Sensor Systems (MASS), Philadelphia, PA, USA,October 28-30,2014.  (CCF C)

  9. 9.       Kai Bu, Xuan Liu, JiweiLi, and Bin Xiao Less is More: Efficient RFID-based 3D Localization, in Proc.of the 10th IEEE International Conference on Mobile Ad Hoc and Sensor Systems(MASS), Hangzhou, Zhejiang, China, October 14-16, 2013, pp. 86-94. (CCF C)

  10. 10.    Jiwei Li, Kai Bu, Xuan Liu, and Bin Xiao, ENDA: EmbracingNetwork In- consistency for Dynamic Application Offloading, in Proc. of TheSecond Mobile Cloud Computing Workshop (MCC), Hong Kong, China, August 12,2013.

  11. 11.    Kai Bu, Xuan Liu, and Bin Xiao,[Poster/ShortPaper] Fast Cloned-Tag Identification Protocols for Large-Scale RFID Systems,in Proc. of the 20th IEEE/ACM International Workshop on Quality of Service(IWQoS), Coimbra, Portugal, June 4-5, 2012, pp. 1-4. (CCF B)

  12. 12.    Shigeng Zhang, Jianxin Wang, Xuan Liu, and Jiannong Cao,Range-free Selective Multilateration for Anisotropic Wireless Sensor Networks,in Proc. of the 9th Annual IEEE Communications Society Conference on Sensor,Mesh and Ad Hoc Communications and Networks (SECON), June18-21, 2012, Seoul,Korea. (CCF B)

  13. 13.    Jiannong Cao, Weigang Wu,and Xuan Liu, Seamless Mobilitysupport for Adaptive Applications in Heterogeneous Wireless Networks, Proc.2010International Workshop on Mobile Cyber-Physical Systems (MobiCPS), Xian, China.Oct. 26 C 29, 2010.

  14. 14.    Yuhong Feng, Jiannong Cao,Ivan Chuen Ho Lau, and Xuan Liu,A Self-configuring Personal Agent Platform for Pervasive Computing, Proc. 4thIEEE/IFIP International Conference On Embedded and Ubiquitous Computing (EUC),Shanghai, China. Dec.17C20, 2008. pp. 438-444. Best Paper Award

 

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学生培养

期待工作认真努力的学生加入我们这个年轻有活力的研究团队。

如果你有良好的编程基础或者数学分析能力动手能力强,对新事物有强烈好奇心,希望在国际顶级会议或者期刊发表你的成果,欢迎你加入我们团队。

For students:

希望我们团队的每一个学生以锻炼自己的科研能力为目标,而不是为了混文凭而来。学生在这三年里能够心无旁骛的致力于学习和科研,注重提升自己本身的能力。

Our Team:

在学习期间,组里会为每个学生提供助学津贴。

对于发表在顶级会议的论文,不论开会地点在哪个国家,组里都提供经费支持学生出去开会交流。

表现优异的学生将有机会被推荐到海外大学访问或深造。

我们团队优先考虑有读博计划的学生。