个人简介

教育背景 TexasA&MUniversity,Mathematics,Ph.D.|2007.9-2012.8 四川大学，数学系，学士|2003.8-2007.6 工作经历 中国科学院数学与系统科学研究院,副研究员|2017.9-至今 UniversityofChicaago,DepartmentofStatistics,Postdoctoralscholar|2015.9-2017.8 UniversityofChicaago,DepartmentofMathematics,L.E.DicksonInstructor|2012.9-2015.8

研究领域

ResearchInterests:ComputationalMathematics,Optimization,appliedalgebraicgeometry

项目 2019-2022，国家自然科学基金青年项目-11801548，26万元（负责人） 2018-2023，国家重点研发计划-2018YFA0306702，1000万元（成员）

近期论文

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期刊论文 P.Comom,L.H.Lim,Y.QiandK.Ye,''Topologyoftensorranks",AdvancesinMathematics,2020,toappear.(doi) L.H.Lim,S.W.WongandK.Ye,''TheGrassmannianofaffinesubspaces",FoundationsofComputationalMathematics,2020,toappear.(arXiv) J.W.NieandK.Ye,"Hankeltensordecompositionsandranks",SIAMJournalonMatrixAnalysisandApplications,2019,40(2),pp.486–516.(doi) L.H.Lim,S.W.WongandK.Ye,''NumericalalgorithmsontheaffineGrassmannian",SIAMJournalonMatrixAnalysisandApplications,2019,40(2),pp.371-393.(doi) L.H.Lim,R.SepulchreandK.Ye,"Geometricdistancebetweenpositivedefinitematricesofdifferentdimensions",IEEETransactionsonInformationTheory,2019,65(9),pp.5401-5405.(doi) K.YeandL.H.Lim,''Faststructuredmatrixcomputations:tensorrankandCohn-Umansmethod",FoundationsofComputationalMathematics,2018,18(1),pp.45-95.(doi) K.YeandS.L.Hu,''Inversetensoreigenvalueproblem",CommunicationsinMathematicalSciences,2017,15(6),pp.1627-1649.(doi) K.Ye,''Newclassesofmatrixdecompositions",LinearAlgebraanditsApplications,2017,514,pp.47-81.(doi) K.YeandL.H.Lim,"CohomologyofCryo-ElectronMicroscopy",SIAMJournalonAppliedGeometryandAlgebra,2017,1(1),pp.507-535.(doi)  K.YeandL.H.Lim,''Schubertvarietiesanddistancesbetweenlinearspacesofdifferentdimensions",SIAMJournalonMatrixAnalysisandApplications,2016,37(3),pp.1176-1197.(doi) S.L.HuandK.Ye,''Multiplicitiesofeigenvaluesoftensors",CommunicationsinMathematicalSciences,2016,14(4),pp.1049-1071.(doi) K.YeandL.H.Lim,''EverymatrixisaproductofToeplitzmatrices",FoundationsofComputationalMathematics,2016,16(3),pp.577-598.(doi) J.M.Landsberg,Y.QiandK.Ye,''Onthegeometryoftensornetworkstates",QuantumInformationandComputation,2012,12(3-4),pp.346-354.(doi) K.Ye,"Thestabilizerofimmanants",LinearAlgebraanditsApplications,2011,435(5),pp.1085-1098.(doi) 会议论文 Y.Qi,P.Comon,L.H.Lim,andK.Ye,"Pathconnectednessoftensorranks",27thEuropeanSignalProcessingConference(EUSIPCO2019),pp.1-5.(doi) K.YeandL.H.Lim,"Algorithmsforstructuredmatrix-vectorproductofoptimalbilinearcomplexity",2016IEEEInformationTheoryWorkshop(ITW),pp.310-314.(doi) 预印本 J.W.Nie,K.YeandL.H.Zhi,"Tensordecompositionsonalgebraicvarieties",2020,submitted.(arXiv) S.L.HuandK.Ye,"Linearconvergenceofanalternatingpolardecompositionmethodforlowrankorthogonaltensorapproximations",2020,submitted.(ariXiv) K.Ye,M.NiuandP.Cheung,"HeatkernelandintrinsicGaussianprocessesonmanifolds",2019,submitted. K.Ye,S.W.WongandL.H.Lim,"Optimizationonflagmanifolds",2019,submitted.(arXiv) K.YeandL.H.Lim,"Tensornetworkranks",2018,submitted.(arXiv) T.R.Gao,L.H.LimandK.Ye,"Semi-Riemannianmanifoldoptimization",2018,inprogress.(arXiv) K.YeandL.H.Lim,"Thedimensionoftensornetworkstates",2017,inprogress.