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个人简介

1、教育经历 硕博连读,计算机科学与技术学院,中国科学技术大学,2010.09-2015.11 访问学者,计算机学院,北卡罗来纳大学夏洛特分校,2014.12-2015.07 理学本科,计算机科学学院(师范专业),陕西师范大学,2006.09-2010.06 2、研究工作经历 研究实习生,知识管理组,微软亚洲研究院,2013.9–2014.2 研究实习生,移动平台组,诺基亚北京研究院,2012.5–2012.10 开发工程师,数据产品部门,阿里巴巴公司技术部,2010.3–2010.8博士毕业论文:面向在线用户消费行为理解的数据挖掘方法研究 (2017年中国人工智能学会优秀博士论文)获奖情况 2017.07中国人工智能学会优秀博士论文 2015.03SDM2015(CCF推荐B类会议)最佳论文提名 2013.08CCML(中国机器学习大会)优秀学生论文

研究领域

研究方向: 1.机器学习、深度学习 2.大数据分析及应用(数据挖掘、推荐系统、社交网络等)

近期论文

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代表性期刊论文:(#通讯作者) [J9]LeWu(吴乐),LeiChen,RichangHong,YanjieFu,XingXie,MengWang,AHierarchicalAttentionModelforSocialContextualImageRecommendation,IEEETransactionsonKnowledgeandDataEngineering(IEEETKDE),underMajorRevision. [J8]RichangHong,YuanHe,LeWu(吴乐)#,YongGe,DeepAttributedNetworkEmbeddingbyPreservingStructureandAttributeInformation,IEEETransactionsonSymtesm,ManandCybernetics:Systems(IEEETSMC:Systems),acceptedwithminorrevision.(SCI,SCI一区期刊) [J7]LeWu(吴乐),PeijieSun,RichangHong,YongGe,MengWang,CollaborativeNeuralSocialRecommendation,IEEETransactionsonSymtesm,ManandCybernetics:Systems(IEEETSMC:Systems),accepted.(SCI,SCI一区期刊) [J6]LeWu(吴乐),QiLiu,RichangHong,EnhongChen,YongGe,XingXie,MengWnag,ProductAdoptionRatePredictioninaCompetitiveMarket,IEEETransactionsonKnowledgeandDataEngineering(IEEETKDE),30(2),325-338,Feb2018.(SCI,CCF推荐A类期刊) [J5]LeWu(吴乐),YongGe,QiLiu,EnhongChen,RichangHong,JunpingDu,MengWang,ModelingtheEvolutionofUsers’PreferencesandSocialLinksinSocialNetworkingServices,IEEETransactionsonKnowledgeandDataEngineering(IEEETKDE),29(6):1240-1253,June2017(SCI,CCF推荐A类期刊)) [J4]LeWu(吴乐),QiLiu,EnhongChen,NicholasJingYuan,GuangmingGuo,XingXie.RelevancemeetsCoverage:AUni edFrameworktoGenerateDiversi edRecommendations,ACMTransactionsonIntelligentSystemsandTechnology(ACMTIST),7(3):39,February2016.(SCI,SCI一区期刊) [J3]GuangmingGuo,FeidaZhu,EnhongChen,QiLiu,LeWu(吴乐),ChuGuan,FromFootprinttoEvidence:AnExploratoryStudyofMiningSocialDataforCreditScoring,ACMTransactionsontheWeb(ACMTWEB),10(4):22,December2016. [J2]朱天宇,黄振亚,陈恩红,刘淇,吴润泽,吴乐,苏喻,陈志刚,胡国平,基于认知诊断的个性化试题推荐方法.计算机学报,40(1):176-191,2017年1月 [J1]孙光福,吴乐,刘淇,朱琛,陈恩红.基于时序行为的协同过滤推荐算法.软件学报,vol.24(11),pages:2721-2733,2013.(获CCML2013优秀学生论文奖) 代表性会议论文(#通讯作者): 2018年: [C5]PeijieSun,LeWu(吴乐)#,MengWang.AttentiveRecurrentSocialRecommendation.The41thInternationalACMSIGIRConferenceonResearchandDevelopmentinInformationRetrieval(SIGIR'2018),:185-194,AnnArbor,USA,2018.(EI,CCF推荐A类会议) [C4]HongfengBao,LeWu(吴乐)#,PeijieSun.ContextualAttentionModelforSocialRecommendation.ThePacific-RimConferenceonMultimedia(PCM2018),accepted,Hefei,2018.(EI,CCF推荐C类会议) [C3]KunZhang,GuangyiLv,LeWu,EnhongChen,QiLiu,andHanWu.Image-EnhancedMulti-LevelSentenceRepresentationNetforNaturalLanguageInference.TheIEEEInternationalConferenceonDataMining(ICDM),accepted,Singapore2018.(EI,CCF推荐B类会议) [C2]XitingWang,YiruChen,JieYang,LeWu,ZhengtaoWu,XingXie.AReinforcementLearningFrameworkforExplainableRecommendation.TheIEEEInternationalConferenceonDataMining(ICDM),accepted,Singapore2018.(EI,CCF推荐B类会议) [C1]RunlongYu,YunzhouZhang,YuyangYe,LeWu,ChaoWang,QiLiu,EnhongChen.MultiplePairwiseRankingwithImplicitFeedback.The27thACMInternationalConferenceonInformationandKnowledgeManagement(CIKM),accepted,Torino, 2017年: [C3]XunpengHuang,LeWu(吴乐),EnhongChen,HengshuZhu,QiLiu,YijunWang,IncrementalMatrixFactorization:ALinearFeatureTransformationPerspective,The26thInternationalJointConferenceonArtificialIntelligence(IJCAI'2017),accepted,Melbourne,Australia,August19-25,2017.(EI,CCF推荐A类会议) [C2]YuyingChen,QiLiu,ZhenyaHuang,LeWu(吴乐),EnhongChen,RunzeWu,YuSuandGuopingHu,TrackingKnowledgeProficiencyofStudentswithEducationalPriors,CIKM2017,accepted.(EI,CCF推荐B类会议) [C1]HongkeZhao,HefuZhang,YongGe,QiLiu,EnhongChen,HuayuLi,LeWu(吴乐),TrackingtheDynamicsinCrowdfunding,The23rdACMSIGKDDConferenceonKnowledgeDiscoveryandDataMining(KDD'2017),accepted,Halifax,NovaScotia,Canada,August13-17,2017.(EI,CCF推荐A类会议) 2016年: [C4]LeWu(吴乐),YongGe,QiLiu,EnhongChen,BaiLong,ZhenyaHuang.ModelingUsersPreferencesandSocialLinksinSocialNetworkingServices:aJoint-EvolvingPerspective,The30thAAAIConferenceonArtificialIntelligence(AAAI),279-286,2016.(EI,CCF推荐A类会议) [C3]YijunWang,LeWu(吴乐),ZongdaWu,EnhongChen,QiLiu.SelectingValuableCustomersforMerchantsinE-commercePlatforms,The16thIEEEInternationalConferenceonDataMining(ICDM),pages:1281-1286,2016.(EI,CCF推荐B类会议) [C2]MingHe,YongGe,LeWu(吴乐),EnhongChen,ChangTan.PredictingthePopularityofDanMu-enabledVideos:AMulti-factorView.The21thInternationalConferenceonDatabaseSystemsforAdvancedApplications(DASFAA),351-366,2016.(EI,CCF推荐B类会议) [C1]GuangmingGuo,FeidaZhu,EnhongChen,LeWu(吴乐),QiLiu,MinghuiQiu.PersonalCreditPro_lingviaLatentUserBehaviorDimensionsonSocialMedia.The20thPacific-AsiaConferenceonKnowledgeDiscoveryandDataMining(PAKDD),130-142,2016.(EI,CCF推荐C类会议) 2015年及以前: [C6]LeWu(吴乐),QiLiu,EnhongChen,XingXie,ChangTang.ProductAdoptionPrediction:AMulti-factorView,2015SIAMInternationalConferenceonDataMining(获最佳论文提名,BestofSDM2015),pages:154-162,2015.(EI,CCF推荐B类会议) [C5]LeWu(吴乐),YinZhu,NicholasJingYuan,EnhongChen,XingXie,YongRui.PredictingSmartphoneAdoptionSocialNetworks.The19thPacific-AsiaConferenceonKnowledgeDiscoveryandDataMining(PAKDD),pages:472-485,2015.(EI,CCF推荐C类会议) [C4]LeWu(吴乐),EnhongChen,QiLiu,LinliXu,TengfeiBao,LeiZhang.LeveragingTaggingforNeighborhood-awareProbabilisticMatrixFactorization,The21stACMConferenceonInformationandKnowledgeManagement(CIKM),pages:1854-1858,2012.(EI,CCF推荐B类会议) [C3]GuoweiMa,QiLiu,LeWu(吴乐)andEnhongChen.IdentifyingHesitantandInterestedCustomersforTargetedSocialMarketing,The19thPacific-AsiaConferenceonKnowledgeDiscoveryandDataMining(PAKDD),pages:576-590,2015.(EI,CCF推荐C类会议) [C2]HongkeZhao,LeWu(吴乐),QiLiu,YongGe,EnhongChen.InvestmentRecommendationinP2PLending:APortfolioPerspectivewithRiskManagement,The14thIEEEInternationalConferenceonDataMining(ICDM),pages:1109-1114,2014.(EI,CCF推荐B类会议) [C1]GangXu,LinliXu,LeWu(吴乐).UtilizingSocialandBehavioralNeighborsforPersonalizedRecommendations,The10thInternationalSymposiumonNeuralNetworks(ISNN),pages:541-551,2013.(EI索引)

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