Deng Zhihong

Deng Zhihong

Deng Zhihong, male, doctor, Professor, Information Science Center, School of information science and technology, Peking University.

Personal experience

educational background

from September 2000 to July 2003, he obtained a doctor of Science Degree in computer software and theory from the Department of computer science and technology of Peking University; from September 1997 to July 2000, he obtained a master of Science Degree in computer software and theory from the Department of computer science and technology of Peking University; from September 1990 to July 1994, he obtained a Bachelor of Science Degree in Applied Mathematics from the Department of Applied Mathematics of Zhejiang University.

Research direction

Engaged in deep learning and natural language processing, machine learning, big data analysis and mining.

academic achievements

Representative academic works

1.LiangchenWeiZhi- HongDeng.AVariationalAutoencodingApproachforInducingCross -l ingualWordEmbeddings.InIJCAI2017 , pages:4165-4171. 2.Zhi-HongDeng , XiaoranXu.ANovelProbabilisticClusteringModelforHeterogeneousNetworks .MachineLearning,104(1):1-24,2016. 3.Zhi-HongDeng,HongliangYu, andYunlunYang.IdentifyingSentimentWordsUsinganOptimizationModelwithL1Regularization .AAAI2016, Pages:115-121. 4.HeLiu ,HongliangYu,Zhi- HongDeng.Multi -DocumentSummarizationBasedOnTwo-LevelSpars eRepresentationModel.AAAI2015 , Pages:196-202. 5.HongliangYu ,Zhi-HongDeng,YunlunYang, andTaoXiong.AJointOptimizationModelforImageSummarizationBasedonImageContentandTags .InAAAI2014:215-221. 6.Zhi-HongDeng,Kun-HuLuo,Hong- LiangYu.AStudyofSupervisedTermWeightingSchemeforSentimentAnalysis .ExpertSystemswithApplications,41(7):3506–3513,2014. 7.DengZhiHong, WangZhongHui， andJiangJiaJian.ANewAlgorithmforFastMiningFrequentItemsetsUsingN - Lists.SCIENCECHINAInformationSciences Deng Zhihong, Tang Shiwei, Zhang Ming, Yang Dongqing, Chen Jie. A review of ontology. Journal of Peking University (NATURAL SCIENCE), Vol.38, No.5, 2002: 730-738

Main research projects

1. National 863 project "key technologies of human like intelligent knowledge understanding and reasoning for basic education" (January 2015 December 2017) 2. General project of National Natural Science Foundation of China "Research on Key Technologies of keyword retrieval system for large-scale XML document set" (January 2012 December 2015) 3. CALIS project of Ministry of Education (phase III) "research based on academic literature information network" Research on resource analysis, mining and service system 4. National Natural Science Foundation major project "basic research on grid standards" (January 2009 June 2012) 5. National 863 project "Research on high performance XML keyword retrieval system and its key technologies" (January 2009 December 2010)

Major academic positions

aaai2016-2017, ijcai2015, acmsac2009-2013, dexa2009-2017, dataanalytics 2015-2017, nlpcc014-2015 and other members of International Conference procedure Committee