教师介绍


芙蓉****青年****，湖南省优青，博士生导师；
任学院院长助理。


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)》，ICNP，Mobihoc，JSAC等发表高水平论文多篇。


地址:湖南大学软件大楼513，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
强化学习，迁移学习、物联网

讲授课程
1. 机器学习与大数据CS06171
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）PolyU5281/13E，2012.1 -2015.12，主研，排名第二

学术论文



l Qiuying Yang, Xuan Liu, Song Guo. No Wait, No Waste: A Novel and Efficient CoordinationAlgorithm for Multiple readers in RFID Systems, in Proc. of the 22th IEEE/ACM InternationalWorkshop on Quality of Service (IWQoS), Virtual Conference. 2021. Accepted (CCFB)
l Xuan Liu, Ying Huang, ShichangHe, Jiangjin Yin, Xinning Chen, Shigeng Zhang. Learning to transfer under noisyenvironments: An universal weakly-supervised domain adaptation method. Proceedingsof IEEE International Conference on Multimedia and Expo (ICME). Shenzhen,China, 2021, Accepted (CCF B 会议)
l Xuan Liu, Jiangjin Yin, ShigengZhang*, Bin Xiao, Bo Ou. Time-Efficient Target Tags Information Collection inLarge-scale RFID Systems. IEEE Transactions on Mobile Computing, 2020, doi: 10.1109/TMC.2020.**.(已录用，CCF A)
l Xuan Liu, Jiangjin Yin, Jia Liu,Shigeng Zhang*, Bin Xiao. Time Efficient Tag Searching in Large-scale RFIDSystems: A Compact Exclusive Validation Method. IEEE Transactions on MobileComputing, 2020, doi: 10.1109/TMC.2020.**. (已录用，CCFA)
l Zhong Xi, Xuan Liu*,Juan Luo, Shigeng Zhang, Song Guo. Fast and Reliable Dynamic Tag Estimation inLarge-Scale RFID Systems. IEEE Internet of Things Journal, 2021, 8(3),1651-1661. (中科院一区)
l Shigeng Zhang, Xuan Liu, Song Guo, Albert Y. Zomaya, Jianxin Wang: Why queue up? fast parallelsearch of RFID tags for multiple users. MobiHoc 2020: 211-220 （CCF B 会议，网络领域顶会）
l Shigeng Zhang, YinggangLi,Xuan Liu*, Song Guo, Weiping Wang, Jianxin Wang, Bo Ding, Di Wu:Towards Real-time Cooperative Deep Inference over the Cloud and Edge EndDevices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (Ubicomp)4(2):69:1-69:24 (2020) （CCF A）
l Xuan Liu, Quan Yang, ShigengZhang, Bin Xiao. RLLL: Accurate Relative Localization ofRFIDTagswithLowLatency.IEEE/ACMInternationalSymposiumonQualityofService(IWQoS),2020. (CCF B 会议)
l Canhui Luo（本科生）,Xuan Liu,Xinning Chen,Juan Luo: Multi-agent Fault-tolerant Reinforcement Learningwith Noisy Environments.ICPADS2020:164-171
lQian Xu（本科生）, Xuan Liu, JuanLuo, Zhenzhong Tang: Emotion monitoring with RFID: an experimental study. CCFTrans. Pervasive Comput. Interact. 2(4): 299-313 (2020)
l Xuan Liu, Jiangjin Yin, ShigengZhang, Bo Ding, Song Guo, Kun Wang: Range-Based Localization for Sparse 3-DSensor Networks. IEEE Internet of Things Journal6(1): 753-764 (2019) (中科院一区，高被引)
l Xuan Liu, Quan Yang, Juan Luo,Bo Ding, Shigeng Zhang: An Energy-Aware Offloading Framework for Edge-AugmentedMobile RFID Systems. IEEE Internet of Things Journal 6(3): 3994-4004 (2019) ((中科院一区，高被引)
l Xuan Liu, Jiangjin Yin,Yangyang Liu, Shigeng Zhang, Song Guo, Kun Wang: Vital Signs Monitoring withRFID: Opportunities and Challenges. IEEE Network 33(4): 126-132(2019)(中科院一区)
l Juan Luo, Luxiu Yin, Jinyu Hu, Chun Wang,Xuan Liu^*, XinFan, Haibo Luo: Container-based fogcomputing architecture and energy-balancingscheduling algorithm for energyIoT. Future Generation Comp. Syst. 97: 50-60(2019)(SCI)
l Jia Liu, BinXiao,Xuan Liu, Kai Bu, Lijun Chen, Changhai Nie:Efficient Polling-Based Information Collection in RFID Systems. IEEE/ACM Trans.Netw. 27(3): 948-961 (2019) (CCF A)
l Tongqing Zhou, Bin Xiao, Zhiping Cai, Ming Xu,Xuan Liu: FromUncertain Photos to Certain Coverage: a Novel Photo Selection Approach toMobile Crowdsensing. INFOCOM 2018: 1979-1987 (CCF A)
l Xuan Liu, Bin Xiao,FengZhu,Shigeng Zhang. Let's work together: Fast Tag Identification by InterferenceElimination for Multiple RFID Readers,accepted to appear in ICNP2016. (CCF B, acceptance rate 20.1%)
l Xuan Liu, Bin Xiao, ShigengZhang, Kai Bu. One More Hash is Enough: Efficient Tag Stocktaking in HighlyDynamic RFID Systems,ICC 2016. (CCF C)
l Jia Liu,Bin Xiao,Xuan Liu, and Lijun Chen, "FastRFID Polling Protocols", inProc.of the International Conference onParallel Processing (ICPP2016), Philadelphia, USA, Aug. 2016. (CCFB,acceptance rate 21.1%)
l Feng Zhu,Bin Xiao,Jia Liu,Xuan Liu, andLijun Chen, "PLAT: A Physical-layer Tag Searching Protocol inLarge RFID Systems", inProc. of the IEEE International Conference onSensing, Communication and Networking (SECON), London, UK, June 27-30, 2016.(CCF B,acceptance rate 26.3%)
l Xuan Liu, Shigeng Zhang, BinXiao, and Kai Bu, Flexible and Time-Efficient Tag Scanning with HandheldReaders,IEEE Transactions on Mobile Computing (TMC), vol. 15, no. 4,pp.840-852, 2016.(CCF A)
l Xuan Liu, Bin Xiao,Shigeng Zhang, Kai Bu, and Alvin Chan, STEP: A Time-Efficient Tag SearchingProtocol in Large RFID Systems,IEEE Transactions on Computers(TC),vol.64, no. 11, pp. 3265-3277, 2015.(CCF A)
l Xuan Liu,Bin Xiao,Shigeng Zhang, Kai Bu. Unknown Tag Identification in Large RFID Systems: AnEfficient and Complete Solution.IEEE Transactions on Parallel and DistributedSystems (TPDS), vol. 26, no. 6, pp. 1775-1788, 2015. (CCF A)
lXuan Liu,ShigengZhang,and KaiBu, A Locality-Based Range-Free Localization Algorithm forAnisotropic Wireless Sensor Networks,Telecommunication Systems, accepted.62(1): 3-13 (2016)
l Shigeng Zhang,Xuan Liu, Jianxin Wang, Jiannong Cao, Geyong Min.Energy-Efficient Active Tag Searching in Large Scale RFID System.Information Sciences (INS), vol. 317, pp. 143-156, 2015. (SCI)
lShigeng Zhang,Xuan Liu,Jianxin Wang, Jiannong Cao, Geyong Min. Accurate Range-Free Localization for AnisotropicWireless Sensor Networks.ACM Transactions on Sensor Networks (TOSN), vol.11, no. 3,article ID 51, pp. 1-28, 2015. (CCF B)
l Xuan Liu, Bin Xiao, Kai Bu, andShigeng Zhang, LOCK: A Fast and Flexible Tag Scanning Mechanism with Handheld Readers,in Proc. of the 22th IEEE/ACM International Workshop on Quality of Service(IWQoS), Hong Kong, China, May.2014. (CCF B,acceptance rate 23.8%%)
l Kai Bu,Xuan Liu, and Bin Xiao, Approaching the Time LowerBound on Cloned-tag Identification for Large RFID Systems,Ad Hoc Networks,vol.13,Part B, no. 0, pp. 271-281, 2014. (SCI)
l Kai Bu,Xuan Liu, Jiaqing Luo, Bin Xiao, and Guiyi Wei, Unreconciled CollisionsUncover Cloning Attacks in Anonymous RFID Systems,IEEE Transactions onInformation Forensics and Security (TIFS),vol.8, no. 3, pp. 429-439, 2013.(SCI)
lXuan Liu, Shigeng Zhang, KaiBu, and Bin Xiao, Complete and Fast Unknown Tag Identification in Large RFIDSystems, in Proc. of the 9th IEEE International Conference on Mobile Ad Hoc andSensor Systems (MASS), Las Vegas, Nevada, USA, October 8-11, 2012, pp. 47-55.(CCF C)
lXuan Liu, Shigeng Zhang,Jianxin Wang, Jiannong Cao, and Bin Xiao, Anchor Supervised Distance Estimationin Anisotropic Wireless Sensor Networks, Proc. of the IEEE WirelessCommunications and Networking Conference (WCNC), Quintana-Roo, Mexico, March28-31, 2011. (CCF C)
l Kai Bu, Mingjie Xu,Xuan Liu, Jiaqing Luo, and Shigeng Zhang,Toward Fast and Deterministic Clone Detection for Large Anonymous RFID Systems,in Proc. of the 11th IEEE International Conference on Mobile Ad Hoc and SensorSystems (MASS), Philadelphia, PA, USA, October 28-30,2014. (CCF C)
l Kai Bu,Xuan Liu, JiweiLi, and Bin Xiao Less is More:Efficient RFID-based 3D Localization, in Proc.of the 10th IEEE InternationalConference on Mobile Ad Hoc and Sensor Systems(MASS), Hangzhou, Zhejiang,China, October 14-16, 2013, pp. 86-94. (CCF C)
l Jiwei Li, Kai Bu,Xuan Liu, and Bin Xiao, ENDA: Embracing NetworkIn- consistency for Dynamic Application Offloading, in Proc. of The SecondMobile Cloud Computing Workshop (MCC), Hong Kong, China, August 12,2013.
l Kai Bu,Xuan Liu, and Bin Xiao, FastCloned-Tag Identification Protocols for Large-Scale RFID Systems, in Proc. ofthe 20th IEEE/ACM International Workshop on Quality of Service (IWQoS), Coimbra,Portugal, June 4-5, 2012, pp. 1-4. (CCF B)
l Shigeng Zhang, Jianxin Wang,Xuan Liu, and Jiannong Cao, Range-freeSelective Multilateration for Anisotropic Wireless Sensor Networks, in Proc. ofthe 9th Annual IEEE Communications Society Conference on Sensor, Mesh and AdHoc Communications and Networks (SECON), June18-21, 2012, Seoul, Korea. (CCF B)
l Jiannong Cao, Weigang Wu, andXuan Liu, Seamless Mobility supportfor Adaptive Applications in Heterogeneous Wireless Networks,Proc.2010International Workshop on Mobile Cyber-Physical Systems (MobiCPS),Xian, China. Oct. 26 C 29, 2010.



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