个人简介
个人背景
硕士生导师，中国计算机学会人工智能与模式识别专委会委员，中国人工智能学会机器学习专委会委员。5月博士毕业于美国南伊利诺伊大学计算机系。曾在韩国高等研究院、美国国家技术标准研究院、美国科罗拉多大学博尔德分校学习和研究物理。7月，加入电子科技大学，从事教学科研工作。已在人工智能、模式识别、信息检索和数据挖掘领域的国际顶级会议和期刊发表论文30多篇，包括AAAI、IJCAI、ICDE、CVPR、SIGKDD、ICDM、SDM、CIKM、IEEETransonCybernetics,ACMTIST、ACMTKDD、Neurocomputing、Knowledge-BasedSystems,PatternRecognition等。并多次受邀担任相关领域顶级期刊(如IEEETransactionsonCybernetics、IEEETNNLS)的审稿人和会议(如AAAI、IJCAI、ACMMM、ICDM、CIKM)程序委员会委员。荣获电子科大计算机学院“卓越科研奖”，“卓越人才奖”，“卓越人才培养奖”，“优秀共产党员”。
欢迎各位同学报考我的硕士研究生，也欢迎想获得科研训练、发表论文的本科生联系我，目前已有多名本科生给我合作了论文。
研究项目
1：.1-.12，复杂结构数据的相似度学习及其应用研究(No.61806045)
自然科学基金，26万，主持
2：.1-.12，高维数据的低维结构学习(No.ZYGXKYQD177)
中央高校基本科研业务费，15万，主持
教学工作
秋，机器学习秋，人工智能
个人简介
个人背景
硕士生导师，中国计算机学会人工智能与模式识别专委会委员，中国人工智能学会机器学习专委会委员。5月博士毕业于美国南伊利诺伊大学计算机系。曾在韩国高等研究院、美国国家技术标准研究院、美国科罗拉多大学博尔德分校学习和研究物理。7月，加入电子科技大学，从事教学科研工作。已在人工智能、模式识别、信息检索和数据挖掘领域的国际顶级会议和期刊发表论文30多篇，包括AAAI、IJCAI、ICDE、CVPR、SIGKDD、ICDM、SDM、CIKM、IEEETransonCybernetics,ACMTIST、ACMTKDD、Neurocomputing、Knowledge-BasedSystems,PatternRecognition等。并多次受邀担任相关领域顶级期刊(如IEEETransactionsonCybernetics、IEEETNNLS)的审稿人和会议(如AAAI、IJCAI、ACMMM、ICDM、CIKM)程序委员会委员。荣获电子科大计算机学院“卓越科研奖”，“卓越人才奖”，“卓越人才培养奖”，“优秀共产党员”。
欢迎各位同学报考我的硕士研究生，也欢迎想获得科研训练、发表论文的本科生联系我，目前已有多名本科生给我合作了论文。
研究项目
1：.1-.12，复杂结构数据的相似度学习及其应用研究(No.61806045)
自然科学基金，26万，主持
2：.1-.12，高维数据的低维结构学习(No.ZYGXKYQD177)
中央高校基本科研业务费，15万，主持
教学工作
秋，机器学习秋，人工智能
研究领域
科研方向
从事人工智能和机器学习中的理论和方法设计等方面的工作，并将所设计的方法应用于计算机视觉，多媒体，信息检索，数据挖掘等领域的实际问题中。
研究领域
专业：
研究方向：
科研方向
从事人工智能和机器学习中的理论和方法设计等方面的工作，并将所设计的方法应用于计算机视觉，多媒体，信息检索，数据挖掘等领域的实际问题中。
研究领域和兴趣：
近期论文
查看导师最新文章
(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)
36：MultiplePartitionsAlignedClustering,ZhaoKang,ZipengGuo,ShudongHuang,SiyingWang,WenyuChen,YuanzhangSu,ZenglinXu,The28thInternationalJointConferenceonArtificialIntelligence(IJCAI-19),Aug.,Macao,China.(Acceptrate17.9%)(CCFA类)(ZipengGuo为本科生)35:ClusteringwithSimilarityPreserving,ZhaoKang,HonghuiXu,BoyuWang,HongyuanZhu,ZenglinXu,Neurocomputing,.(JCR二区)(HonghuiXu为本科生)34:RES-PCA:AScalableApproachtoRecoveringLow-rankMatrices,CPeng,CChen,ZKang,JLi,QCheng,IEEEConferenceonComputerVisionandPatternRecognition(CVPR').(Acceptrate25.2%)(CCFA类)33:Locality-constrainedgrouplassocodingformicrovesselimageclassification,JChen,SZhou,ZKang,QWen,PatternRecognitionLetters,.32:SimilarityLearningviaKernelPreservingEmbedding,ZhaoKang;YiweiLu;YuanzhangSu;ChangshengLi;ZenglinXu,TheThirty-ThirdAAAIConferenceonArtificialIntelligence(AAAI-19),Honolulu,Hawaii,Jan..(Acceptrate16.2%)(CCFA类)(YiweiLu为本科生)31:RobustGraphLearningfromNoisyData,ZhaoKang,HaiqiPan,StevenC.H.Hoi,ZenglinXu,IEEETransactionsonCybernetics,.(JCR一区，影响因子8.8)(HaiqiPan为本科生)30:TwoBirdswithOneStone:TransformingandGeneratingFacialImageswithIterativeGAN,DanMa,BinLiu,ZhaoKang,JiayuZhou，JiankeZhu,ZenglinXu,Neurocomputing,.(JCR二区)29:Auto-weightedMulti-viewClusteringviaKernelizedGraphLearning,ShudongHuang,ZhaoKang,IvorW.Tsang,ZenglinXu,PatternRecognition,Volume88,April,Pages174-184.(JCR二区)28:Low-rankKernelLearningforGraph-basedClustering,ZhaoKang,LiangjianWen,WenyuChen,ZenglinXu,Knowledge-BasedSystems,Volume163,1January,Pages510-517.(JCR二区)27:RobustGraphLearningforSemi-SupervisedClassification,HaiqiPan,ZhaoKang,InternationalConferenceonIntelligentHuman-MachineSystemsandCybernetics(IHMSC),Hangzhou,China.(HaiqiPan为本科生)26:Low-rankKernelLearningforGraph-basedClustering,ZhaoKang,LiangjianWen,WenyuChen,ZenglinXu,Knowledge-BasedSystems,.(JCR二区)25:MultipleKernelLearningforGraph-basedClusteringandSemi-supervisedClassification,ZhaoKang;XiaoLu;JinfengYi;ZenglinXu,the27thInternationalJointConferenceonArtificialIntelligence(IJCAI-),July.,Stockholm,Sweden.(Acceptrate20.5%)(CCFA类)24:Self-weightedMulti-ViewClusteringwithSoftCappedNorm,ShudongHuang;ZhaoKang;ZenglinXu,Knowledge-BasedSystems,.(JCR二区)23:IntegrateandConquer:Double-SidedTwo-DimensionalK-MeansViaIntegratingofProjectionandManifoldConstruction,ChongPeng;ZhaoKang;ShutingCai;QiangCheng,ACMTransactionsonIntelligentSystemsandTechnology(ACMTIST),.(JCR二区)22:UnifiedSpectralClusteringwithOptimalGraph,ZhaoKang;ChongPeng;QiangCheng;ZenglinXu,TheThirty-SecondAAAIConferenceonArtificialIntelligence,NewOrleans,Lousiana,Feb..(Acceptrate24.5%)(CCFA类)21:Kernel-drivenSimilarityLearning,ZhaoKang;ChongPeng;QiangCheng,Neurocomputing,Elsevier,.(JCR二区)20:ExploitingNonlinearRelationshipsforTop-NRecommenderSystems,ZhaoKang;ChongPeng;MingYang,QiangCheng,The8thIEEEInternationalConferenceonBigKnowledge,Hefei,China,August..19:Onidentifiabilityof3-tensorsofmultilinearrank(1,Lr,Lr),MingYang,DunRenChe,WenLiu,ZhaoKang,ChongPeng,MingqingXiao,QiangCheng,BigDataandInformationAnalytics(BDIA),AmericanInstituteofMathematicalSciences,Vol.1,no.4,October.18:ImageProjectionRidgeRegressionforSubspaceClustering,ChongPeng;ZhaoKang;FeiXu;YongyongChen;QiangCheng,IEEESignalProcessingLetters(IEEESPL),.17:SubspaceClusteringviaVarianceRegularizedRidgeRegression,ChongPeng;ZhaoKang;QiangCheng,TheThirtiethIEEE/CVFConferenceonComputerVisionandPatternRecognition(CVPR),Honolulu,Hawaii,July,.(Acceptrate29%)(CCFA类)16:IntegratingFeatureandGraphLearningwithLow-RankRepresentation,ChongPeng;ZhaoKang;QiangCheng,Neurocomputing,.(JCR二区)15:ClusteringwithAdaptiveManifoldStructureLearning,ZhaoKang;ChongPeng;QiangCheng,The33rdIEEEInternationalConferenceonDataEngineering(ICDE),SanDiego,USA,April..(Acceptrate28.9%)(CCFA类)14:TwinLearningforSimilarityandClustering:AUnifiedKernelApproach,ZhaoKang;ChongPeng;QiangCheng,TheThirty-FirstAAAIConferenceonArtificialIntelligence(AAAI-17),SanFrancisco,CaliforniaUSA,Feb..(Acceptrate24.6%)(CCFA类)13:RobustGraphRegularizedNonnegativeMatrixFactorizationforClustering,ChongPeng;ZhaoKang;YunhongHu;QiangCheng,ACMTransactionsonKnowledgeDiscoveryfromData(ACMTKDD),Volume11Issue3,ArticleNo.33,March.(CCFB类)12:AFastFactorization-basedApproachtoRobustPrincipalComponentAnalysis,ChongPeng;ZhaoKang;QiangCheng,TheIEEEInternationalConferenceonDataMiningseries(ICDM),Barcelona,Spain,Dec..(Acceptrate19.6%)(CCFB类)11:NonnegativeMatrixFactorizationwithIntegratedGraphandFeatureLearning,ChongPeng;ZhaoKang;YunhongHu;QiangCheng,ACMTransactionsonIntelligentSystemsandTechnology(ACMTIST),Vol.8,No.3,Article42,February.(JCR二区)10:Top-NRecommendationonGraphs,ZhaoKang;ChongPeng;MingYang,QiangCheng,The25thACMInt.Conf.onInformationandKnowledgeManagement(CIKM),Indianapolis,UnitedStates,Oct..(Acceptrate23.2%)(CCFB类)9:RAP:ScalableRPCAforLow-rankMatrixRecovery,ChongPeng;ZhaoKang;MingYang,QiangCheng,The25thACMInt.Conf.onInformationandKnowledgeManagement(CIKM),Indianapolis,UnitedStates,Oct..(Acceptrate23.2%)(CCFB类)8:FeatureSelectionEmbeddedSubspaceClustering,ChongPeng;ZhaoKang;MingYang,QiangCheng,IEEESignalProcessingLetters(IEEESPL)23(7),1018-1022,.7:Top-Nrecommendationwithnovelrankapproximation,ZhaoKangandQiangCheng,SIAMInt.Conf.onDataMining(SDM),Miami,FL,May..(Acceptrate26%)(CCFB类)6:Top-NRecommenderSystemviaMatrixCompletion,ZhaoKang,ChongPeng,andQiangCheng,TheThirtiethAAAIConferenceonArtificialIntelligence(AAAI-16),Phoenix,Arizona,USA,Feb..(Acceptrate26%)(CCFA类)5:RobustPCAViaNonconvexRankApproximation,ZhaoKang,ChongPeng,andQiangCheng,TheIEEEInternationalConferenceonDataMiningseries(ICDM),Atlantic,NJ,USA,Nov..(Acceptrate68/807=8.4%)(CCFB类)4:RobustSubspaceClusteringviaTighterRankApproximation,ZhaoKang,ChongPeng,andQiangCheng,The24thACMInt.Conf.onInformationandKnowledgeManagement(CIKM),Melbourne,Australia,Oct..(Acceptrate17.98%)(CCFB类)3:Subspaceclusteringusinglog-determinantrankapproximation,ChongPeng,ZhaoKang,HuiqingLi,QiangCheng,The21stACMSIGKDDConferenceonKnowledgeDiscoveryandDataMining(KDD),Sydney,Australia,Aug..(Acceptrate19.4%)(CCFA类)2:RobustSubspaceClusteringviaSmoothedRankApproximation,ZhaoKang,ChongPeng,andQiangCheng,IEEESignalProcessingLetters(IEEESPL)22(11),2088-2092.1:LogDetRankMinimizationwithApplicationtoSubspaceClustering,ZhaoKang,ChongPeng,JieChengandQiangCheng,ComputationalIntelligenceandNeuroscience,Volume().
近期论文
36：MultiplePartitionsAlignedClustering,ZhaoKang,ZipengGuo,ShudongHuang,SiyingWang,WenyuChen,YuanzhangSu,ZenglinXu,The28thInternationalJointConferenceonArtificialIntelligence(IJCAI-19),Aug.,Macao,China.(Acceptrate17.9%)(CCFA类)(ZipengGuo为本科生)35:ClusteringwithSimilarityPreserving,ZhaoKang,HonghuiXu,BoyuWang,HongyuanZhu,ZenglinXu,Neurocomputing,.(JCR二区)(HonghuiXu为本科生)34:RES-PCA:AScalableApproachtoRecoveringLow-rankMatrices,CPeng,CChen,ZKang,JLi,QCheng,IEEEConferenceonComputerVisionandPatternRecognition(CVPR').(Acceptrate25.2%)(CCFA类)33:Locality-constrainedgrouplassocodingformicrovesselimageclassification,JChen,SZhou,ZKang,QWen,PatternRecognitionLetters,.32:SimilarityLearningviaKernelPreservingEmbedding,ZhaoKang;YiweiLu;YuanzhangSu;ChangshengLi;ZenglinXu,TheThirty-ThirdAAAIConferenceonArtificialIntelligence(AAAI-19),Honolulu,Hawaii,Jan..(Acceptrate16.2%)(CCFA类)(YiweiLu为本科生)31:RobustGraphLearningfromNoisyData,ZhaoKang,HaiqiPan,StevenC.H.Hoi,ZenglinXu,IEEETransactionsonCybernetics,.(JCR一区，影响因子8.8)(HaiqiPan为本科生)30:TwoBirdswithOneStone:TransformingandGeneratingFacialImageswithIterativeGAN,DanMa,BinLiu,ZhaoKang,JiayuZhou，JiankeZhu,ZenglinXu,Neurocomputing,.(JCR二区)29:Auto-weightedMulti-viewClusteringviaKernelizedGraphLearning,ShudongHuang,ZhaoKang,IvorW.Tsang,ZenglinXu,PatternRecognition,Volume88,April,Pages174-184.(JCR二区)28:Low-rankKernelLearningforGraph-basedClustering,ZhaoKang,LiangjianWen,WenyuChen,ZenglinXu,Knowledge-BasedSystems,Volume163,1January,Pages510-517.(JCR二区)27:RobustGraphLearningforSemi-SupervisedClassification,HaiqiPan,ZhaoKang,InternationalConferenceonIntelligentHuman-MachineSystemsandCybernetics(IHMSC),Hangzhou,China.(HaiqiPan为本科生)26:Low-rankKernelLearningforGraph-basedClustering,ZhaoKang,LiangjianWen,WenyuChen,ZenglinXu,Knowledge-BasedSystems,.(JCR二区)25:MultipleKernelLearningforGraph-basedClusteringandSemi-supervisedClassification,ZhaoKang;XiaoLu;JinfengYi;ZenglinXu,the27thInternationalJointConferenceonArtificialIntelligence(IJCAI-),July.,Stockholm,Sweden.(Acceptrate20.5%)(CCFA类)24:Self-weightedMulti-ViewClusteringwithSoftCappedNorm,ShudongHuang;ZhaoKang;ZenglinXu,Knowledge-BasedSystems,.(JCR二区)23:IntegrateandConquer:Double-SidedTwo-DimensionalK-MeansViaIntegratingofProjectionandManifoldConstruction,ChongPeng;ZhaoKang;ShutingCai;QiangCheng,ACMTransactionsonIntelligentSystemsandTechnology(ACMTIST),.(JCR二区)22:UnifiedSpectralClusteringwithOptimalGraph,ZhaoKang;ChongPeng;QiangCheng;ZenglinXu,TheThirty-SecondAAAIConferenceonArtificialIntelligence,NewOrleans,Lousiana,Feb..(Acceptrate24.5%)(CCFA类)21:Kernel-drivenSimilarityLearning,ZhaoKang;ChongPeng;QiangCheng,Neurocomputing,Elsevier,.(JCR二区)20:ExploitingNonlinearRelationshipsforTop-NRecommenderSystems,ZhaoKang;ChongPeng;MingYang,QiangCheng,The8thIEEEInternationalConferenceonBigKnowledge,Hefei,China,August..19:Onidentifiabilityof3-tensorsofmultilinearrank(1,Lr,Lr),MingYang,DunRenChe,WenLiu,ZhaoKang,ChongPeng,MingqingXiao,QiangCheng,BigDataandInformationAnalytics(BDIA),AmericanInstituteofMathematicalSciences,Vol.1,no.4,October.18:ImageProjectionRidgeRegressionforSubspaceClustering,ChongPeng;ZhaoKang;FeiXu;YongyongChen;QiangCheng,IEEESignalProcessingLetters(IEEESPL),.17:SubspaceClusteringviaVarianceRegularizedRidgeRegression,ChongPeng;ZhaoKang;QiangCheng,TheThirtiethIEEE/CVFConferenceonComputerVisionandPatternRecognition(CVPR),Honolulu,Hawaii,July,.(Acceptrate29%)(CCFA类)16:IntegratingFeatureandGraphLearningwithLow-RankRepresentation,ChongPeng;ZhaoKang;QiangCheng,Neurocomputing,.(JCR二区)15:ClusteringwithAdaptiveManifoldStructureLearning,ZhaoKang;ChongPeng;QiangCheng,The33rdIEEEInternationalConferenceonDataEngineering(ICDE),SanDiego,USA,April..(Acceptrate28.9%)(CCFA类)14:TwinLearningforSimilarityandClustering:AUnifiedKernelApproach,ZhaoKang;ChongPeng;QiangCheng,TheThirty-FirstAAAIConferenceonArtificialIntelligence(AAAI-17),SanFrancisco,CaliforniaUSA,Feb..(Acceptrate24.6%)(CCFA类)13:RobustGraphRegularizedNonnegativeMatrixFactorizationforClustering,ChongPeng;ZhaoKang;YunhongHu;QiangCheng,ACMTransactionsonKnowledgeDiscoveryfromData(ACMTKDD),Volume11Issue3,ArticleNo.33,March.(CCFB类)12:AFastFactorization-basedApproachtoRobustPrincipalComponentAnalysis,ChongPeng;ZhaoKang;QiangCheng,TheIEEEInternationalConferenceonDataMiningseries(ICDM),Barcelona,Spain,Dec..(Acceptrate19.6%)(CCFB类)11:NonnegativeMatrixFactorizationwithIntegratedGraphandFeatureLearning,ChongPeng;ZhaoKang;YunhongHu;QiangCheng,ACMTransactionsonIntelligentSystemsandTechnology(ACMTIST),Vol.8,No.3,Article42,February.(JCR二区)10:Top-NRecommendationonGraphs,ZhaoKang;ChongPeng;MingYang,QiangCheng,The25thACMInt.Conf.onInformationandKnowledgeManagement(CIKM),Indianapolis,UnitedStates,Oct..(Acceptrate23.2%)(CCFB类)9:RAP:ScalableRPCAforLow-rankMatrixRecovery,ChongPeng;ZhaoKang;MingYang,QiangCheng,The25thACMInt.Conf.onInformationandKnowledgeManagement(CIKM),Indianapolis,UnitedStates,Oct..(Acceptrate23.2%)(CCFB类)8:FeatureSelectionEmbeddedSubspaceClustering,ChongPeng;ZhaoKang;MingYang,QiangCheng,IEEESignalProcessingLetters(IEEESPL)23(7),1018-1022,.7:Top-Nrecommendationwithnovelrankapproximation,ZhaoKangandQiangCheng,SIAMInt.Conf.onDataMining(SDM),Miami,FL,May..(Acceptrate26%)(CCFB类)6:Top-NRecommenderSystemviaMatrixCompletion,ZhaoKang,ChongPeng,andQiangCheng,TheThirtiethAAAIConferenceonArtificialIntelligence(AAAI-16),Phoenix,Arizona,USA,Feb..(Acceptrate26%)(CCFA类)5:RobustPCAViaNonconvexRankApproximation,ZhaoKang,ChongPeng,andQiangCheng,TheIEEEInternationalConferenceonDataMiningseries(ICDM),Atlantic,NJ,USA,Nov..(Acceptrate68/807=8.4%)(CCFB类)4:RobustSubspaceClusteringviaTighterRankApproximation,ZhaoKang,ChongPeng,andQiangCheng,The24thACMInt.Conf.onInformationandKnowledgeManagement(CIKM),Melbourne,Australia,Oct..(Acceptrate17.98%)(CCFB类)3:Subspaceclusteringusinglog-determinantrankapproximation,ChongPeng,ZhaoKang,HuiqingLi,QiangCheng,The21stACMSIGKDDConferenceonKnowledgeDiscoveryandDataMining(KDD),Sydney,Australia,Aug..(Acceptrate19.4%)(CCFA类)2:RobustSubspaceClusteringviaSmoothedRankApproximation,ZhaoKang,ChongPeng,andQiangCheng,IEEESignalProcessingLetters(IEEESPL)22(11),2088-2092.1:LogDetRankMinimizationwithApplicationtoSubspaceClustering,ZhaoKang,ChongPeng,JieChengandQiangCheng,ComputationalIntelligenceandNeuroscience,Volume().
