GuanLUO - 中国科学院自动化研究所 -

个人简介

Education 1.2001–2004,Ph.D.,DepartmentofElectronicEngineering,NorthwesternPolytechnicalUniversity 2.1999–2001,M.Eng.,DepartmentofElectronicEngineering,NorthwesternPolytechnicalUniversity 3.1995–1999,B.Eng.,DepartmentofElectronicEngineering,NorthwesternPolytechnicalUniversity Experience 1.2006–present,AssociateProfessor,NationalLaboratoryofPatternRecognition,InstituteofAutomation,ChineseAcademyofSciences 2.2004–2006,SeniorResearchAssociate,SchoolofCreativeMedia,CityUniversityofHongKong RESEARCHPROJECTS 1.2015–present,Clusteringmassiveonlinehealthrecordsforprecisiontreatment,supportedbyBeijingHaolaTechnologyCo.,Ltd. 2.2013–2016,Motionpatternminingbylineardynamicalsystems,supportedbyNationalNaturalScienceFoundationofChina(NSFC) 3.2008–2010,Motionpatternminingbasedonsparsespatio-temporalfeatures,supportedbyNationalNaturalScienceFoundationofChina(NSFC

研究领域

1.BigDataMiningandAnalysisinMedicineandHealthcare 2.DeepLearninginGenomics 3.TextMininginMedicalLiterature 4.MobileMedicalTechnology 5.Time-seriesDataMining 6.ImageClassificationandVideoEventRecognition

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1.QingYin,GuanLuo,XiaodongZhu,QinghuaHu,OuWu,Semi-interactiveAttentionNetworkforAnswerUnderstandinginReverse-QA.PAKDD(2)2019:3-15. 2.JuntianLin,GuanLuo,ZhuZhan,XiaoyaoGuan,Adeeplearningapproachtominingtherelationshipofdepressionsymptomsandtreatmentsforpredictionandrecommendation.InternationalConferenceonInformationScienceandApplications(ICISA):2018,pp.413-422. 3.YouQiang,WuOu,LuoGuan,HuWeiming.Aprobabilisticmatrixfactorizationmethodforlinksignpredictioninsocialnetworks.InternationalConferenceonMachineLearningandDataMininginPatternRecognition(ICMLDM):2016,pp.415-420. 4.YouQiang,WuOu,LuoGuan,HuWeiming.Metadata-basedclusteredmulti-tasklearningforthreadmininginwebcommunities.InternationalConferenceonMachineLearningandDataMininginPatternRecognition(ICMLDM):2016,pp.421-434. 5.YangLibao,LiZhe,LuoGuan.MH-ARM:Amulti-modeandhigh-valueassociationruleminingtechniqueforhealthcaredataanalysis.InternationalConferenceonComputationalScienceandComputationalIntelligence(ICCSCI):2016,pp.122-127. 6.GuanLuo,ShuangYang,GuodongTian,ChunfengYuan,WeimingHu,andStephenJ.Maybank.LearningHumanActionsbyCombiningGlobalDynamicsandLocalAppearance.IEEETransactionsonPatternAnalysisandMachineIntelligence(TPAMI):2014(Dec),36(12),2466-2482(FeaturedPaper). 7.GuanLuo,WeimingHu.Learningsilhouettedynamicsforhumanactionrecognition.IEEEInternationalConferenceonImageProcessing(ICIP):2013,pp.2832-2836(Oral). 8.HaoranWang,ChunfengYuan,GuanLuo,WeimingHu,ChangyinSun.Actionrecognitionusinglineardynamicsystems.PatternRecognition:2013,46(6),1710-1718. 9.WeiLi,BingLi,XiaoqinZhang,WeimingHu,HanziWang,GuanLuo.OcclusionHandlingwithL1-RegularizedSparseReconstruction.AsianConferenceonComputerVision(ACCV):2010,630-640. 10.XiLi,WeimingHu,ZhongfeiZhang,XiaoqinZhang,GuanLuo.Trajectory-BasedVideoRetrievalUsingDirichletProcessMixtureModels.BritishMachineVisionConference(BMVC):2008,1-10(Oral). 11.XiLi,WeimingHu,ZhongfeiZhang,XiaoqinZhang,GuanLuo.RobustVisualTrackingBasedonIncrementalTensorSubspaceLearning.IEEEInternationalConferenceonComputerVision(ICCV):2007,1-8. 12.GuanLuo,Hao,C.Y.,Zhang,W.,etal.ResearchonSkeletonModelingMethodforVirtualHumanbasedonMulti-Rigid-BodySystemTheory.JournalofComputerAidedDesignandComputerGraphics:2005,17,1354-1359. 13.GuanLuo,Hao,C.Y.,Huai,Y.J.,etal.DesignandImplementationofaVirtualRealityEngine.ChineseJournalofComputers:2001,24,1163-1169.

学术兼职

IEEEMember,BMVAMember DirectorofBigDataLaboratoryinHealthcare MemberoftheIntelligenceServiceCommittee,ChineseAssociationforArtificialIntelligence(CAAI) MemberofChinaComputerFederation(CCF) NationalLaboratoryofPatternRecognition InstituteofAutomation,ChineseAcademyofSciences