刘康男硕导中国科学院自动化研究所

招生专业

081203-计算机应用技术

招生方向

自然语言处理，信息抽取，问答系统，信息检索

教育背景

2006-09--2010-07中国科学院自动化研究所博士 2002-09--2005-04西安电子科技大学硕士 1998-09--2002-07西安电子科技大学学士

工作经历

•2005-2006清华同方任高级软件工程师

•2010-今中国科学院自动化研究所模式识别国家重点实验室

科研项目

（1）知识关联与推理类问题求解关键技术及系统,主持,国家级,2015-01--2017-12 （2）RepresentingandReasoningKnowledgebyJointlyLearningonKnowledgeGraphs,TextualTriplesandUnstructuredTexts,主持,院级,2015-10--2016-10 （3）基于大规模知识图谱的文本语义分析、知识图谱补全与验证,主持,院级,2015-06--2016-06 （4）跨语言QA系统的研究开发,主持,院级,2015-06--2015-12 （5）互联网环境下中文实体知识挖掘关键技术研究,主持,国家级,2013-01--2015-12

自然语言处理、信息抽取、问答系统、信息检索、机器学习

•GuoliangJi,KangLiu,ShizhuHeandJunZhao,KnowledgeGraphCompletionwithAdaptiveSparseTransferMatrix,inProceedingsofAAAI2016,Phoenix,USA,Phoenix,12-17. •Shulinliu,KangLiu,ShizhuHeandJunZhao,AProbabilisticSoftLogicBasedApproachtoExploitingLatentandGlobalInformationinEventClassification,inProceedingsofAAAI2016,Phoenix,USA,Phoenix,12-17 •YuanzheZhang,ShizhuHe,KangLiuandJunZhao,AJointModelforQuestionAnsweringoverMultipleKnowledgeBases,inProceedingsofAAAI2016,Phoenix,USA,Phoenix,12-17。 •DaojianZeng,KangLiu,YuboChenandJunZhao,DistantSupervisionforRelationExtractionviaPiecewiseConvolutionalNeuralNetworks,inProceedingsofEMNLP2015,Lisbon,Portugal,September,17-21. •KangLiu,JunZhao,ShizhuHeandYuanzheZhang,QuestiongAnsweringoverKnoweldgeBase,aNatureLanguageProcessingSpecialIssueinIEEETransactiononIntelligentSystems,pp.1541-1672. •ShizhuHe,KangLiuandJunZhao,LearningtoRepresentKnowledgeGraphswithGaussianEmbedding,inProceedingsofCIKM2015,Melbourne,Astralia,October,19-23. •ZhuoyuWei,JunZhao,KangLiu,ZhenyuQiandGuanhuaTian,Large-scaleKnowledgeBaseCompletion:InferringviaGroundingNetworkSamplingoverSelectedInstances,inProceedingsofCIKM2015,Melbourne,Astralia,October,19-23. •LinlinWang,KangLiu,ZhuCao,JunZhaoandGerarddeMelo,Sentiment-AspectExtractionbasedonRestrictedBoltzmannMachines,inProceedingsofACL-IJCNLP2015,Beijing,China,July,26-29. •GuoliangJi,ShizhuHe,LihengXu,KangLiuandJunZhao,KnowledgeGraphEmbeddingviaDynamicMappingMatrix,inProceedingsofACL-IJCNLP2015,Beijing,China,July,26-29. •YuboChen,LihengXu,KangLiu,DaojianZengandJunZhao,EventExtractionviaDynamicMulti-PoolingConvolutionalNeuralNetworks,inProceedingsofACL-IJCNLP2015,Beijing,China,July,26-29. •SiweiLai,LihengXu,KangLiuandJunZhao,RecurrentConvolutionalNeuralNetworksforTextClassification,inProceedingsofAAAI2015,AustinTexas,USA,January,25-23. •ShizhuHe,KangLiu,YuanzheZhangandJunZhao,QuestioningAnsweringoverLinkedDataUsingMarkovFirst-orderLogic,inProceedingsofEMNLP2014,Doha,Qatar,October,25-29. •KangLiu,LihengXuandJunZhao,Co-extractingOpinionTargetsandOpinionWordsfromOnlineReviewsBasedontheWordAlignmentModel,IEEETransactiononKnowledgeandDataEngineering(TKDE),VOL.27,IssueNo.03pp.636-650. •KangLiu,LihengXuandJunZhao,ExtractingOpinionTargetsandOpinionWordsfromOnlineReviewswithGraphCo-ranking,inProceedingsofACL2014,Baltimore,USA,June22-27. •LihengXu,KangLiu,SiweiLaiandJunZhao,ProductFeatureMining:SemanticCluesversusSyntacticConstituents,inProceedingsofACL2014,Baltimore,USA,June22-27. •LihengXu,KangLiuandJunZhao,JointOpinionRelationDetectionUsingOne-ClassDeepNeuralNetwork,inProceedingsofCOLING2014,Dublin,Ireland,August,23-29.PDF •DaojianZeng,KangLiu,SiweiLai,GuangyouZhouandJunZhao,RelationClassificationviaConvolutionalDeepNeuralNetwork,inProceedingsofCOLING2014,Dublin,Ireland,August,23-29.BestPaperAward •YangLiu,KangLiu,LihengXuandJunZhao,ExploringFine-grainedEntityTypeConstraintsforDistantlySupervisedRelationExtraction,inProceedingsofCOLING2014,Dublin,Ireland,August,23-29. •ShizhuHe,YuanzheZhang,KangLiuandJunZhao,CASIA@V2:AMLN-basedQuestionAnsweringSystemoverLinkedData,inProceedingsofthefourthworkshoponquestionansweringoverlinkeddata(QALD-4)inCLEF2014,Sheffield,UK,September,15-18.