个人简历

个人介绍：杨成，博士，北京邮电大学计算机学院助理教授，2019年7月毕业于清华大学计算机科学与技术系，从事自然语言处理与社会计算相关方向的研究，博士期间在国内外顶级期刊会议上发表多篇论文，GoogleScholar累计获得引用近500次，并担任国内外顶级会议包括ACL、EMNLP、SMP等在内的程序委员会成员和期刊的审稿人。
获奖与成果：博士期间以第一作者身份发表CCFA类会议/期刊论文4篇，B类会议论文1篇。Googlescholar累计引用次数超500次，其中以第一作者身份发表于CCFA类会议IJCAI2015的“NetworkRepresentationLearningwithRichTextInformation”一文已得到300多引用，在该会议录用的575篇文章中引用数位列前三。以第一作者身份发表于EMNLP2018的“StylisticChinesePoetryGenerationviaUnsupervisedStyleDisentanglement”工作已经被集成到“九歌”人工智能古诗创作系统中。本人同时负责系统的多样性、可控性生成等模块。该系统已累计取得300余万次的访问与调用，并在央视《机智过人》节目中得到了近千万次的网络播放量，取得了一定的社会和学术影响力。本人以第一作者身份发表论文的相关代码已经全部在github开源，累计取得了上百个星标关注。其中EMNLP2018工作相关代码也作为清华大学人工智能研究院自然语言处理与社会人文计算研究中心的开源成果发布。

研究领域

数据挖掘、自然语言处理、机器学习

近期论文

2019
ChengYang,JianTang,MaosongSun,GanquCui,ZhiyuanLiu.Multi-scaleInformationDiffusionPredictionwithReinforcedRecurrentNetworks.InternationalJointConferenceonArtificialIntelligence(IJCAI2019).InternationalJointConferenceonArtificialIntelligence(IJCAI2019)

HuiminChen,XiaoyuanYi,WenhaoLi,ChengYang,ZhipengGuo,MaosongSun.Sentiment-ControllableChinesePoetryGeneration.InternationalJointConferenceonArtificialIntelligence(IJCAI2019)

JieZhou,XuHan,ChengYang,ZhiyuanLiu,LifengWang,ChangchengLi,MaosongSun.GEAR:Graph-basedEvidenceAggregatingandReasoningforFactVerification.The57thAnnualMeetingoftheAssociationforComputationalLinguistics(ACL2019)

ChengYang,JianTang,MaosongSun,GanquCui,ZhiyuanLiu.Multi-scaleInformationDiffusionPredictionwithReinforcedRecurrentNetworks.InternationalJointConferenceonArtificialIntelligence(IJCAI2019).InternationalJointConferenceonArtificialIntelligence(IJCAI2019)

2018
ChengYang,MaosongSun,XiaoyuanYi,WenhaoLi.StylisticChinesePoetryGenerationviaUnsupervisedStyleDisentanglement.ConferenceonEmpiricalMethodsinNaturalLanguageProcessing(EMNLP2018)

Ayana,ShiqiShen,YunChen,ChengYang,ZhiyuanLiu,MaosongSun.Zero-shotCross-LingualNeuralHeadlineGeneration.IEEETransactionsonAudio,SpeechandLanguageProcessing(IEEETASLP).

XiangkaiZeng,ChengYang,CunchaoTu,ZhiyuanLiu,MaosongSun.ChineseLIWCLexiconExpansionviaHierarchicalClassificationofWordEmbeddingswithSememeAttention.AssociationfortheAdvancementofArtificialIntelligence(AAAI2018)

2017
ChengYang,MaosongSun,ZhiyuanLiu,CunchaoTu.FastNetworkEmbeddingEnhancementviaHighOrderProximityApproximation.InternationalJointConferenceonArtificialIntelligence(IJCAI2017)

ChengYang,MaosongSun,WayneXinZhao,ZhiyuanLiu,EdwardChang.ANeuralNetworkApproachtoJointModelingSocialNetworksandMobileTrajectories.ACMTransactionsonInformationSystems(ACMTOIS)

CunchaoTu*,ChengYang*,ZhiyuanLiu,MaosongSun.Networkrepresentationlearning:anoverview.SCIENTIASINICAInformationis47(8),980-996(*indicatesequalcontribution).

2016
WeiChen*,TianLin*,ChengYang*.Real-timeTopic-awareInfluenceMaximizationUsingPreprocessing.ComputationalSocialNetworksVol.3(1),8.(*indicatesequalcontribution)

2015
ChengYang,ZhiyuanLiu,DeliZhao,MaosongSun,EdwardChang.NetworkRepresentationLearningwithRichTextInformation.InternationalJointConferenceonArtificialIntelligence(IJCAI2015)，GoogleScholar累计引用300余次