Zhenwen Ren


Professor, Doctoral Supervisor, CCF Senior Member, and IEEE Member
School of National Defence Science and Technology, Southwest University of Science and Technology, China, 2015-
Sichuan Civil-military Integration Institute, China, 2022-
Southwest Automation Research Institute, China, 2022-
School of Computer Science and Engineering, Nanjing University of Science and Technology, China, 2017-2021
Alibaba Group, China, 2014
Email: rzw@njust.edu.cn

招生信息



*欢迎具有良好编程基础、英语基础(读写能力)的学生报考我的硕士研究生、博士研究生、以及博士后!

中文简历


任珍文,博士,教授,博士生导师,中国兵器装备集团五八所特聘研究员,四川省军民融合研究院数据资源中心副主任,CCF高级会员,涪城科技名匠,四川省学术和技术带头人后备人选。近年来,聚焦于多模态智能方向,在人工智能领域的国际顶级会议和期刊以第一或通讯作者发表论文90余篇,包括IEEE TIP、IEEE TNNLS、CVPR、AAAI、Multimedia等CCF-A类和中科院1区论文40余篇、影响因子大于10的10篇,ESI高被引论文2篇;授权/受理国家发明专利10余项,软件著作权3项;主持国家自然科学基金、中央军委科技委基础加强计划、装发子课题、国防科工局专项子课题、四川省科技厅应用基础研究、四川省科技厅重大科技专项子课题、中央引导地方科技发展资金项目子课题等横纵向项目20余项;担任《工程科学学报》、《兵工自动化》等期刊青年编委,中国兵器装备五八所、中国空气动力研究与发展中心、自然科学基金委的项目评审专家;担任IEEE TPAMI、IEEE TIP、IEEE TNNLS、IEEE TCYB等20余个国际顶级期刊审稿人。多次受邀担任CVPR、IJCAI、AAAI、NIPS等CCF A类会议程序委员会(高级)委员。曾获江苏省人工智能学会优秀博士论文、中国自动化学会科学技术进步奖二等奖,中国兵器装备集团科学技术进步奖一等奖与二等奖、国防科学技术进步奖二等奖与三等奖、中国图象图形学学会科学技术进步奖二等奖等9项奖励。

Research Interests



  • Image set classification: it constructs an image set consisting of multiple images, and then measures the distance between two sets.
  • Feature extraction and feature selection: it extracts or selects the important features of high-dimensional data for addressing the curse of dimensionality.
  • Multiple kernel learning: it learns an optimal consensus kernel from a candidate kernel pool.
  • Mult-view clustering: it integrates the supplementary and consistent information of multiple feature extractors for clustering tasks.
  • Multi-modal perception: it fuses the data collected from multiple sensors for environmental perception.
  • Hashing learning: it transforms data from original space to Hamming space for fast searching.
  • Deep learning: it uses deep learning for clustering and classification tasks.

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