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个人简介

杜亚娟(YajuanDu) 武汉理工大学讲师(2018.5—至今),硕士生导师(AssistantProfessor,MasterSupervisor) 2017年获得香港城市大学和华中科技大学双博士学位(CityU&HUSTJointPhDDegree) 2009年和2012年获得湘潭大学信息与计算科学学士学位和计算数学硕士学位 DBLP主页:https://dblp.uni-trier.de/pers/hd/d/Du:Yajuan GoogleScholar:https://scholar.google.com.hk/citations?user=tAY2eTYAAAAJ&hl=zh-CN 课题组最新消息(LatestNews) 2019-11-9:课题组邀请TGGCS的RachataAusavarungnirun博士和国防科技大学王耀华副研究员讲座并进行学术合作交流! 2019-11-8:课题组邀请华中科技大学网络安全执行院长兼计算机学院院长邹德清教授讲座! 2019-10-29:祝贺2018级研究生周垚同学获得研究生国家奖学金! 2019-10-16:课题组学生2018级研究生李猛到苏州参加CNCC2019中国计算机大会。 2019-10-13:杜亚娟老师赴美国纽约参加ESWEEK2019国际会议。 2019-9-18:课题组学生和老师赴深圳参加NCIS2019信息存储大会。 2019-7-20:祝贺2018级研究生刘薇论文被CCFB类会议CODES+ISSS2019录用! 2019-5-14:2018级研究生周垚同学赴清华大学做CCFA类DAC顶级会议论文预讲。 2019-4-25:课题组邀请香港城市大学ChunJasonXue(薛春)副教授讲座并进行学术交流! 2019-4-16:祝贺课题组2018级研究生周垚同学获得“2019年武汉理工大学自主创新研究生自由探索项目”资助! 2019-4-07:杜亚娟老师赴塞浦路斯参加SAC2019国际会议,并担任EmbeddedSystemTrackChair和CPSTrackChair。 2019-2-15:祝贺课题组2018级研究生周垚同学的论文被CCFA类国际会议—DAC2019接收! 2019-1-15:祝贺课题组2018级研究生刘薇同学获得“2018-2019年度优秀硕士学位论文培育项目”资助! 导师简介(YajuanDu@WHUT) 2018年2月获得香港城市大学和华中科技大学双博士学位,武汉理工大学全球招聘博士计划入选A类教学科研人才。在CCFA和CCFB类国际顶级期刊会议上发表论文20余篇,如国际设计自动化大会(DAC2017,CCFA),海量存储系统和技术大会(MSST2017,CCFB)、国际计算机设计大会(ICCD2017,CCFA)和ACMTrans.onEmbeddedComputingSystems(TECS,CCFB)以及IEEETransactionsonComputer-AidedIntegratedSystemandDesigns(TCAD,CCFA)等。入职理工大当年获得国家自然科学基金青年项目,此外目前还主持了校级教师自主创新项目和自由探索项目等。 课题组招聘信息 本课题组与国内外知名研究团队保持密切的合作关系,热切希望对科学研究感兴趣的研究生和优秀本科生同学加入!将为优秀学生提供生活补贴、国内外会议学术交流机会和丰厚的论文成果奖励!团队研究主要包括大数据存储系统、新型存储机制和人工智能算法及应用等方面。如果您对操作系统有较好的认识,对人工智能算法有较熟练的掌握,对系统结构有较浓厚的兴趣,请给我发邮件!

研究领域

1.大数据存储和新型存储机制,包括存储系统如固态硬盘,内存系统如非易失存储和混合内存,以及基于这些机制的数据库存储系统等(BigDataStorageandEmergingStorageTechniques,includingstoragesysteme.g.SSDs,memorysysteme.g.NVMandhybridmemory,anddatabasesystemsbasedonthesestorages); 2.人工智能算法及应用,如图像超分辨和人工智能安全等(AIAlgorithmsandApplications,e.g.ImageSuper-resolutionandAIsecurity); 3.大数据系统的软硬件加速,如CNN加速和生物信息学问题三代测序基因组组装等(AccelerationofBigData,e.g.CNNaccelerationsand3rdsequencebasedgenomeassembly)。

近期论文

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2019年期刊论文 21.MengZhang,FeiWu,YajuanDu,WeihuaLiu,andChangshengXie.UsingErrorModesAwareLDPCtoImproveDecodingPerformanceof3DTLCNANDFlash,IEEETransactionsonComputer-AidedDesignofIntegratedCircuitsandSystems(TCAD),2019.(CCFA类期刊论文) 20.PengLuo,DeqingZou,YajuanDu,HaiJin,ChangmingLiu,andJinanShen.(2019).StaticDetectionofReal-worldBufferOverflowInducedbyLoop.Computers&Security,101616.(CCFC类期刊论文) 会议论文 19.YajuanDu,WeiLiu,RuiWang,YaoZhou,JasonChunXue.PreGC:Pre-migratingValidPagestoRelievePerformanceCliffof3DSolid-StateDrives.InternationalConferenceonHardware/SoftwareCodesignandSystemSynthesis(CODES+ISSS2019),NewYork,USA.(CCFB类会议论文) 18.YajuanDu,WeiLiu,MengZhang.ConstrainedVictimBlockSelection.ACMSymposiumonAppliedComputing(SAC2019)—CPStrack(EI会议论文) 17.YajuanDu,YaoZhou,MengZhang,WeiLiu,ShengwuXiong.Multi-granularityLDPCfor3DNANDFlash.InProceedingsofthe54thDesignAutomationConference(DAC)2019.(CCFA类会议论文) 2018年期刊论文 16.HaiJin,BenxiLiu,YajuanDu*,DeqingZou.BoundShield:ComprehensiveMitigationforMemoryDisclosureAttacksviaSecretRegionIsolation.IEEEAccess,2018,99:1-1.(通讯作者,JCRQ1) 15.MengZhang,FeiWu,YajuanDu,WeihuaLiu,andChangshengXie.Pair-BitErrorsawareLDPCDecodinginMLCNANDFlashMemory,IEEETransactionsonComputer-AidedDesignofIntegratedCircuitsandSystems(TCAD),2018.(CCFA类期刊论文) 14.PengLuo,DeqingZou,HaiJin,YajuanDu,LongZheng,JinanShen.DigHR:precisedynamicdetectionofhiddenraceswithweakcausalrelationanalysis.TheJournalofSupercomputing,2018,74(6):2684-2704.(CCFC类期刊论文) 13.MengZhang,FieWu,XubinChen,YajuanDu,WihuaLiu,YahuiZhao,JiguangWan,andChangshengXie(2018).RBERawareMulti-SensingforImprovingReadPerformanceof3DMLCNANDFlashMemory.IEEEAccess.(JCR一区,IF3.5) 会议论文 12.YuLiang,YajuanDu,ChenchenFu,RiweiPan,LiangShi,ChunJasonXue.BoostingRead-aheadEfficiencyforImprovedUserExperienceonMobileDevices.ACMSIGBEDReview 11.FeiWu,JiaonaZhou,ShunzhuoWang,YajuanDu,ChengmoYang,ChangshengXie.FastGC:accelerategarbagecollectionviaanefficientcopyback-baseddatamigrationinSSDs.InProceedingsofthe54thDesignAutomationConference(DAC)2018:7:1-7:6.(CCFA类会议论文) 2017年期刊论文 10.FeiWu,MengZhang,YajuanDu,PingHuang,XubinHe,ChangshengXieandJiguangWan.AProgramInterferenceErrorAwareLDPCSchemeforImprovingNANDFlashDecodingPerformance.ACMTransactionsonEmbeddedComputingSystems(TECS),2017,16(5s):141.(CCFB类期刊论文) 9.PengLuo,DeqingZou,HaiJin,YajuanDuandJinanShen.ADynamicPredictiveRaceDetectorforC/C++Programs.TheJournalofSupercomputing,Springer,2017:1-21.(CCFC类期刊论文) 会议论文 8.YajuanDu,QiaoLi,LiangShi,DeqingZou,HaiJin,andChunJasonXue.ReducingLDPCSoftSensingLatencybyLightweightDataRefreshforFlashReadPerformanceImprovement.In:Proceedingsofthe54thDesignAutomationConference(DAC’17),ACM,2017,23.(CCFA类会议论文) 7.YajuanDu,DeqingZou,QiaoLi,LiangShi,HaiJin,andChunJasonXue.LaLDPC:LatencyawareLDPCforReadPerformanceImprovementofSolid-StateDrives.In:Proceedingsofthe33rdInternationalConferenceonMassiveStorageSystemsandTechnology(MSST’17),IEEE,2017.(CCFB类会议论文) 6.YajuanDu,YunpeiJia,MengZhang,JunZeng,andChunJasonXue.EnhancingSSDPerformancewithLDPC-awareGarbageCollection.In:Proceedingsofthe6thNon-VolatileMemorySystemsandApplicationsSymposium(NVMSA’17),2017. 5.MengZhang,FeiWu,YajuanDu,ChengmoYang,ChangshengXieandJiguangWan.CooECC:ACooperativeErrorCorrectionSchemetoReduceLDPCDecodingLatencyinNANDFlash.InProceedingsofInternationalConferenceonComputerDesign(ICCD’17),IEEE,2017.(CCFB类会议论文) 4.YuLiang,ChenchenFu,YajuanDu,MengyingZhao,AosongDeng,LiangShiandChunJasonXue.AnEmpiricalStudyofF2FSonMobileDevices.In:Proceedingsofthe23rdIEEEInternationalConferenceonEmbeddedandReal-TimeComputingSystemsandApplications(RTCSA’17),IEEE,2017. 3.QiaoLi,LiangShi,YejiaDi,YajuanDu,ChunJasonXueandEdwinH.-M.Sha.ExploitingProcessVariationforReadPerformanceImprovementonLDPCBasedFlashMemoryStorageSystems.InProceedingsofInternationalConferenceonComputerDesign(ICCD’17),IEEE,2017.(CCFB类会议论文) 2.QiaoLi,LiangShi,YejiaDi,YajuanDu,ChunJasonXue,QingfengZhugeandEdwinSha.ImprovingReadPerformanceViaSelectiveVpassReductiononHighDensity3DNANDFlashMemory.In:Proceedingsofthe6thNon-VolatileMemorySystemsandApplicationsSymposium(NVMSA‘17),IEEE,2017. 2015年期刊论文 1.YajuanDu,HaoZhang,MengyingZhao,DeqingZouandChunJasonXue.Fastersuper-resolutionimagingofhigh-densitymoleculesviaacascadingalgorithmbasedoncompressedsensing.OpticsExpress,OSA,2015,23(14):18563-18576.(JCR一区论文)

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