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个人简介

李磊,副教授,博士,出生于1981年,2004年获吉林大学信息与计算科学学士学位,2006年获加拿大MemorialUniversityofNewfoundland应用数学硕士学位,2011年获澳大利亚MacquarieUniversity计算机科学博士学位,2009年至2012年先后担任MacquarieUniversity的ResearchAssistant和ResearchFellow,2013年于合肥工业大学受聘为副教授。博士期间,李磊博士曾荣获2011年澳洲最优博士论文提名。2016年做为项目负责人承担国家自然科学基金青年基金1项。2017年成为IEEE高级会员。 李磊博士在数据挖掘,社会计算和图计算等领域的著名国际顶级期刊/会议上共发表高水平论文74篇,被引次数达665次,h-index指数达到16,h10-index指数达到21。获批发明专利7项、软件著作权4项。其担任IEEE多个国际会议的程序委员会委员及组织者,并担任若干著名国际期刊的审稿人。教学工作 人工智能原理 Python程序设计 数据结构与算法 获奖情况 2017IEEESeniorMember 2016-2018国家自然科学基金青年科学基金项目61503114负责人 2015-2016合肥工业大学春华计划项目2015HGCH0012负责人 2015-2017国家973项目“社交网络分析与网络信息传播的基础研究”骨干成员2013CB329604 2014-2015教育部留学回国人员科研启动基金负责人 2014-2016安徽省自然科学基金青年项目1408085QF130负责人 2014-2016教育部“多源海量动态信息处理”创新团队成员 2013-2017合肥工业大学引进人才条件建设基金负责人 2011AustralasianDistinguishedDoctoralDissertation2011Nomination byMacquarieUniversity 2009中国国家优秀自费留学生奖学金

研究领域

研究方向:图计算,社会计算,数据挖掘,人工智能

近期论文

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1.LeiLi,FangZhang,ZanZhang*,PeipeiLi,ChenyangBu,Multi-Fuzzy-ObjectiveGraphPatternMatchinginBigGraphEnvironmentswithReliability,TrustandSocialRelationship,WorldWideWebJournal(WWWJ)(影响因子1.623,JCR三区),2019. 2.LeiLi*,FangZhang,GuanfengLiu,Multi-Fuzzy-ObjectiveGraphPatternMatchingwithBigGraphData,JournalofDatabaseManagement(JDM)(影响因子2.121,JCR四区),30(4),2019. 3.LeiLi*,YuqiChu,GuanfengLiu,XindongWu,Multi-objectiveOptimization-basedNetworkedMulti-labelActiveLearning,JournalofDatabaseManagement(JDM)(影响因子2.121,JCR四区),30(2),1-26,2019. 4.LeiLi,YongkangJiang,GuanfengLiu,ConsensuswithVotingTheoryinBlockchainEnvironments,2019IEEEInternationalConferenceonBigKnowledge(ICBK2019),2019. 5.GuliuLiu,LeiLi*,andXindongWu,Multi-Fuzzy-ConstrainedGraphPatternMatchingwithBigGraphData,IntelligentDataAnalysis(IDA)(影响因子0.631,JCR四区),24(4),2020. 6.FeiJie,ChunpaiWang,FengChen,LeiLi,andXindongWu,Block-StructuredOptimizationforSubgraphDetectioninInterdependentNetworks,19thIEEEInternationalConferenceonDataMining(ICDM2019),2019. 7.GuanfengLiu,AnLiu,YanWang,LeiLi,SoTrust:AStrongSocialGraphAwareTrustPathsFindingforTrustworthyServiceProviderSelectioninContextualSocialNetworks,InternationalJournalofWebServicesResearch(JWSR)(影响因子0.469,JCR四区),2019. 8.ShengweiJi,ChenyangBu,LeiLi,XindongWu,LocalGraphEdgePartitioningwithATwo-stageHeuristicMethod,the39thIEEEInternationalConferenceonDistributedComputingSystems(ICDCS2019),2019. 9.AnfengCheng,ChuanZhou,HongYang,JiaWu,LeiLi,JianlongTan,LiGuo,DeepActiveLearningforAnchorUserPrediction,the28thInternationalJointConferenceonArtificialIntelligence(IJCAI2019),2151-2157,2019. 10.JunZou,BinYe,LieQu,YanWang,MehmetOrgun,LeiLi,AProof-of-TrustConsensusProtocolforEnhancingAccountabilityinCrowdsourcingServices,IEEETransactionsonServicesComputing(TSC)(影响因子1.985,JCR二区),12(3):429-445,2019. 11.JunweiLv,XuegangHu,LeiLiandPeipeiLi,AnEffectiveConfidence-basedEarlyClassificationofTimeSeries,IEEEAccess(影响因子4.098,JCR二区),7(1),96113-96124,2019. 12.GongqingWu,HuichengZhang,YingHe,XianyuBao,LeiLi,XuegangHu,LearningKullback-LeiblerDivergence-basedGaussianModelforMultivariateTimeSeriesClassification,IEEEAccess(影响因子4.098,JCR二区),7(1),139580-139591,2019. 13.XuegangHu,WeiHe,LeiLi,YaojinLin,HuizongLi,JianhanPan,AnEfficientandFastAlgorithmforCommunityDetectionBasedonNodeRoleAnalysis,InternationalJournalofMachineLearningandCybernetics(SCI检索WOS:000462465500003,影响因子1.699,JCR四区),10(4):641-654,2019. 14.李磊,李爱平,汪萌,吴信东,基于社交网络的行为分析和挖掘,科学出版社,ISBN号:9787030548290,出版日期:2018-05-01. 15.LeiLi*,ChuanZhou*,JianpingHe,JiamiaoWang,XinLi,XindongWu,CollectiveSemanticBehaviorExtractioninSocialNetworks,JournalofComputationalScience(SCI检索WOS:000449242900023,影响因子1.748,JCR三区),28(2018),236-244,2018. 16.LeiLi,FangZhang,DiMa,ChuanZhou,XuegangHu,Multi-TargetCoreNetwork-basedNetworkedMulti-labelClassification,2018IEEEInternationalConferenceonBigKnowledge(ICBK2018),274-281,2018. 17.PeipeiLi,LuHe,HaiyanWang,XuegangHu,YuhongZhang*,LeiLi,XindongWu.LearningfromShortTextStreamswithTopicDrifts.IEEETransactionsonCybernetics(SCI检索WOS:000442362100016,影响因子7.384,JCR一区),48(9),2697-2711,2018. 18.ChuanZhou,Wei-XueLu,JingzunZhang,LeiLi,YueHu,LiGuo,EarlyDetectionofDynamicHarmfulCascadesinLarge-scaleNetworks,JournalofComputationalScience(SCI检索WOS:000449242900029,影响因子1.748,JCR三区),28(2018),304-317,2018. 19.HaoWang,XiaolingHuang,LeiLi,MicroblogOrientedInterestExtractionwithBothContentandNetworkStructure,IntelligentDataAnalysis(IDA)(SCI检索WOS:000432011700004,影响因子0.631,JCR四区),22(3),515-532,2018. 20.JiamiaoWang,XindongWu,LeiLi,AFrameworkforSemanticConnectionbasedTopicEvolutionwithDeepWalk,IntelligentDataAnalysis(IDA)(SCI检索WOS:000426790500011,影响因子0.631,JCR四区),22(1),211-237,2018. 21.RuilongZhang,LeiLi,YuhongZhang,ChenyangBu,ImbalancedNetworkedMulti-labelClassificationwithActiveLearning,2018IEEEInternationalConferenceonBigKnowledge(ICBK2018),290-297,2018. 22.YingchunShan,ChenyangBu,XiaojianLiu,ShengweiJi,LeiLi,Confidence-awareNegativeSamplingMethodforNoisyKnowledgeGraphEmbedding,2018IEEEInternationalConferenceonBigKnowledge(ICBK2018),33-40,2018. 23.FengYao,AngLi,PingDing,LeiLi,NuclearClusteringAlgorithmonStateGrid'sITOperationLog,2018InternationalConferenceonSecurity,PatternAnalysis,andCybernetics(IEEESPAC2018),504-509,2018. 24.介飞,谢飞,李磊,吴信东,社交网络中隐式事件突发性检测,自动化学报,44(04),730-742,2018. 25.黄晓玲,王浩,李磊,伏明兰,基于邻居网络的科学文献关键词提取研究,模式识别与人工智能,31(8),750-762,2018. 26.李磊,楚喻棋,汪萌,韩莉,吴信东,基于NSGA2的网络环境下多标签种子节点选择,电子与信息学报,39(9),2040-2047,2017. 27.李磊,汪萌,吴信东,基于社交网络的社交行为分析,电子与信息学报,39(9),2108-2118,2017. 28.LeiLi,BehaviorAnalysisinSocialNetworks,EncyclopediaofSocialNetworkAnalysisandMining,Springer,1-10,2017. 29.JinHe,LeiLi,XindongWu,ASelf-adaptiveSlidingWindowbasedTopicModelforNon-uniformTexts,2017IEEEInternationalConferenceonDataMining(ICDM2017),147-156,2017. 30.JiamiaoWang,XindongWu,LeiLi,SemanticConnectionbasedTopicEvolution,2017AAAIConferenceonArtificialIntelligence(AAAI2017),5001-5002,2017. 31.JiamiaoWang,LeiLi,XindongWu,LDA-BasedTopicStrengthAnalysis,ComputingandInformatics(CAI)(SCI检索WOS:000439264300002,影响因子0.504,JCR四区),36(6),1283-1311,2017. 32.吴信东,介飞,李磊,汪萌,社交网络话题的发现与演化,科技纵览(IEEESPECTRUM),62-64,2017年12月. 33.LeiLi*,JianpingHe,MengWang,XindongWu,TrustAgent-BasedBehaviorInductioninSocialNetworks,IEEEIntelligentSystems,(SCI检索WOS:000369391800004,影响因子2.34,JCR三区)(被引用次数10),31(1),24-30,2016. 34.PeipeiLi,LuHe,XuegangHu,YuhongZhang,LeiLi,XindongWu,ConceptbasedShortTextStreamClassificationwithTopicDriftingDetection,2016IEEEInternationalConferenceonDataMining(ICDM2016)(被引用次数4),1009-1014,2016 35.MengWang*,LeiLi,Ee-PengLim,MehmetOrgun,BehaviorAnalysisinSocialNetworks:Challenges,Technologies,andTrends,Neurocomputing(SCI检索WOS:000384866200001,影响因子2.083,JCR三区)(被引用次数1),210,1–2,2016. 36.GongqingWu,LeiLi,LiLi,XindongWu,WebNewsExtractionviaTagPathFeatureFusionUsingDSTheory,JournalofComputerScienceandTechnology(SCI检索WOS:000379087300004,影响因子0.4,JCR四区)(被引用次数3),31(4):661–672,2016. 37.邹均,张海宁,唐屹,李磊,刘天喜,陈晖,曲烈,郑晓明,区块链技术指南,机械工业出版社,ISBN号:9787111553564,出版日期:2016-11-01. 38.王浩,张赞,李磊,汪萌,一种基于多阶邻居的网络环境下多标签分类算法,电子学报,44(10):2330–2334,2016. 39.吴信东,赵银凤,李磊,基于种子节点选择的网络环境下多标签分类算法研究,电子学报(被引用次数1),44(9):2074–2080,2016. 40.YinfengZhao,LeiLi,XindongWu,LinkPrediction-basedMulti-labelClassificationonNetworkedData,2016IEEEInternationalConferenceonDataScienceinCyberspace(IEEEDSC2016)(被引用次数1),61-68,2016. 41.LeiLi*,YanWang,GuanfengLiu,MengWang,XindongWu,Context-awareReviewerAssignmentforTrustEnhancedPeerReview,PLoSONE(SCI检索WOS:000356835000121,影响因子3.534,JCR二区)(被引用次数14),10(6):e0130493,2015. 42.JianhanPan*,XuegangHu,YuhongZhang,PeipeiLi,YaojinLin,HuizongLi,WeiHe,LeiLi,QuadrupleTransferLearning:ExploitingBothSharedandNon-sharedConceptsforTextClassification,Knowledge-BasedSystems(SCI检索WOS:000365377700017,影响因子2.947,JCR二区)(被引用次数5),90,199-210,2015. 43.YuhongZhang*,XuegangHu,PeipeiLi,LeiLi,XindongWu,Cross-DomainSentimentClassification--FeatureDivergence,PolarityDivergenceorBoth?PatternRecognitionLetters(SCI检索WOS:000362187000007,影响因子1.551,JCR三区)(被引用次数9),65,44-50,2015. 44.YanWang*,LeiLi,GuanfengLiu,SocialContext-AwareTrustInferenceforTrustEnhancementinSocialNetworkbasedRecommendationsonServiceProviders,WorldWideWebJournal(WWWJ)(SCI检索WOS:000348380600007,影响因子1.623,JCR三区)(被引用次数41),Springer,18,159-184,2015. 45.JiayinQi,QixingQu*,YongpinZhou,LeiLi,TheImpactofUsers’CharacteristicsonCustomerLifetimeValueRaising:EvidencefromMobileDataServiceinChina,InformationTechnologyandManagement(影响因子0.897,JCR四区)(被引用次数5),16(4),273-290,2015. 46.LeiLi,QinLiang,GuanfengLiu,Ranking-BasedMulti-SourceRatingAggregationwithSocialContexts,2015IEEEInternationalConferenceonDataMiningWorkshops(ICDMW2015),892-899,2015. 47.LeiLi,DiMa,GuanfengLiu,SocialCommunity-orientedSocialAttributeAnalysis:AnEmpiricalStudyonQQGroupData,8thIEEEInternationalConferenceonSocialComputingandNetworking(SocialCom2015),457-464,2015. 48.ZanZhang,HaoWang,LeiLi,GuanfengLiu,CoreNetworkbasedMulti-LabelClassificationinLarge-ScaleSocialNetworkEnvironments,2015IEEEInternationalConferenceonDataMiningWorkshops(ICDMW2015),940-947,2015. 49.XinhuZheng,JiamiaoWang,FeiJie,LeiLi,TwoPhasebasedSpammerDetectioninWeibo,2015IEEEInternationalConferenceonDataMiningWorkshops(ICDMW2015)(被引用次数1),932-939,2015. 50.YiLi,XindongWu,LeiLi,CommunityInfluenceAnalysisBasedonSocialNetworkStructures,8thIEEEInternationalConferenceonSocialComputingandNetworking(SocialCom2015)(被引用次数1),247-254,2015. 51.LinlinMa,GuanfengLiu,GuohaoSun,LeiLi,ZhixuLi,AnLiu,LeiZhao,AMultipleTrustPathsSelectionToolinContextualOnlineSocialNetworks,17thAsia-PacificWebConference(APWeb2015)(CCFC类),Springer,LNCS9313,867–870,2015. 52.FengZhu,GuanfengLiu,YanWang,AnLiu,ZhixuLi,PengpengZhao,LeiLi,AContext-AwareTrust-OrientedInfluencersFindinginOnlineSocialNetworks,IEEEInternationalConferenceonWebServices(ICWS2015)(CCFB类),456-463,2015. 53.杜梅,胡学钢,李磊,何伟,基于网络结构极值优化的半监督社团检测方法,模式识别与人工智能,第28卷第2期,162页–172页,2015. 54.LeiLi,MeiDu,GuanfengLiu,XuegangHu,GongqingWu,ExtremalOptimization-basedSemi-SupervisedAlgorithmwithConflictPairwiseConstraintsforCommunityDetection,IEEE/ACMInternationalConferenceonAdvancesinSocialNetworkAnalysisandMining(ASONAM2014)(被引用次数3),180-187,2014. 55.吴信东,李毅,李磊,在线社交网络影响力分析,计算机学报(被引用次数40),37卷(4),735页-752页,2014. 56.GuanfengLiu,AnLiu,YanWang,LeiLi,AnEfficientMultipleTrustPathsFindingAlgorithmforTrustworthyServiceProviderSelectioninReal-TimeOnlineSocialNetworkEnvironments,IEEEInternationalConferenceonWebServices(ICWS2014)(被引用次数8,CCFB类),121-128,2014. 57.LeiLi*,YanWang,TheRoadmapofTrustandTrustEvaluationinWebApplicationsandWebServices,Springer'sHandbookonAdvancedWebServices(被引用次数10),Springer,75-99,2014. 58.LeiLi,YanWang*,TheStudyofTrustVectorBasedTrustRatingAggregationinService-OrientedEnvironments,WorldWideWebJournal(WWWJ)(SCI检索WOS:000307722700004,影响因子1.623,JCR三区)(被引用次数17),Springer,15,547-579,2012. 59.YanWang*,LeiLi*,Two-DimensionalTrustRatingAggregationsinService-OrientedApplications,IEEETransactionsonServicesComputing(TSC)(SCI检索WOS:000300880700002,影响因子1.985,JCR二区)(被引用次数44),4(4),257-271,2011. 60.LeiLi,YanWang,ASubjectiveProbabilityBasedDeductiveApproachtoGlobalTrustEvaluationinCompositeServices,IEEEInternationalConferenceonWebServices(ICWS2011)(论文接收率11%)(被引用次数33,CCFB类),604-611,2011. 61.HadiMashinchi,LeiLi,MehmetOrgun,YanWang,ThePredictionofTrustRatingBasedontheQualityofServicesUsingFuzzyLinearRegression,IEEEInternationalConferenceonFuzzySystems(FUZZ-IEEE2011)(被引用次数10),1953-1959,2011. 62.YuanYuan*,LeiLi,Synchronous/AsynchronousPatternsinThree-CellNetworkswithMultipleTimeDelays,InternationalJournalofBifurcationandChaos(IJBC)(SCI检索WOS:000294466900013,影响因子1.017,JCR三区),21(6),1701-1718,2011. 63.LeiLi,YanWang,SubjectiveTrustInferenceinCompositeServices,Twenty-FourthAAAIConferenceonArtificialIntelligence(AAAI2010)(被引用次数44,CCFA类),1377-1384,2010. 64.LeiLi*,YanWang*,Ee-PengLim*,Trust-OrientedCompositeServiceSelectionwithQoSConstraints,JournalofUniversalComputerScience(J.UCS)(SCI检索WOS:000282704500004,影响因子0.401,JCR四区)(被引用次数24),16(13),1720-1744,2010. 65.LeiLi,YanWang,ContextBasedTrustNormalizationinService-OrientedEnvironments,InternationalConferenceonAutonomicandTrustedComputing(ATC2010)(被引用次数5),Springer,LNCS6407,122-138,2010. 66.LeiLi,YanWang,Ee-PengLim,Trust-orientedCompositeServiceSelectionandDiscovery,InternationalConferenceonServiceOrientedComputing(ICSOC/ServiceWave2009)(论文接收率16.2%)(被引用次数63,CCFB类),Springer,LNCS5900,50-67,2009. 67.LeiLi,YanWang,TrustEvaluationinCompositeServicesSelectionandDiscovery,IEEEInternationalConferenceonServicesComputing(SCC2009)(被引用次数28,CCFC类),482-485,2009. 68.LeiLi,YanWang,VijayVaradharajan,FuzzyRegressionBasedTrustPredictioninService-OrientedApplications,InternationalConferenceonAutonomicandTrustedComputing(ATC-09)(被引用次数22),Springer,LNCS5586,221-235,2009. 69.GuanfengLiu,YanWang,LeiLi,TrustManagementinThreeGenerationsofWeb-basedSocialNetworks,TheSymposiaandWorkshoponUbiquitous,AutonomicandTrustedComputing(UIC-ATC2009)(被引用次数10),446-451,2009. 70.LeiLi,YuanYuan*,DynamicsinThreeCellswithMultipleTime-delays,NonlinearAnalysis:RealWorldApplications(SCI检索WOS:000254368500001,影响因子2.338,JCR一区)(被引用次数21,9(3),725-746,2008. 71.LeiLi,YanWang,ATrustVectorApproachtoService-OrientedApplications,IEEEInternationalConferenceonWebServices(ICWS2008)(论文接收率:16%)(被引用次数29,CCFB类),270-277,2008. 72.YanWang,LeiLi,Ee-PengLim,PriceTrustEvaluationinE-ServiceOrientedApplications,IEEEConferenceonE-CommerceTechnologyandIEEEConferenceonEnterpriseComputing,E-CommerceandE-Services(CEC/EEE2008)(被引用次数4),165-172,2008.

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