Zhenwen Ren


Professor, Doctoral Supervisor
CAEA Innovation Center of Nuclear Environmental Safety Technology, China, 2025.03-
School of Computer Science and Technology, Southwest University of Science and Technology, China, 2025.01-2025.03
School of National Defence Science and Technology, Southwest University of Science and Technology, China, 2014.08-2024.12
Alibaba Group, China, 2014.06-2024.08
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，教授，博导，现任国家科技工业创新中心副主任，已入选国家级青年人才计划、四川省科技工业菁英等人才项目，入选斯坦福大学全球前2%顶尖科学家榜单。长期聚焦于信息探测与智能感知、智能机器人相关基础研究与技术开发工作，近年来以第一或通讯作者发表论文100余篇，包括IEEE TIP、IEEE TNNLS、CVPR、ICML等CCF-A类和SCI一区论文60余篇、影响因子大于10的14篇；授权/受理国家发明专利20余项，软件著作权7项；主持基金委青年基金、面上项目、中央军委科技委等来源国家级和省部级项目15项；担任IEEE TIP、IEEE TII等期刊的副主编，担任《工程科学学报》、《兵工自动化》等期刊青年编委，多次受邀担任ICML、CVPR、AAAI、NIPS等顶级会议的领域主席，是IEEE TPAMI、IEEE TIP、IEEE TNNLS、IEEE TCYB等20余个国际顶级期刊审稿人；担任中国兵装58所特聘研究员、四川省人形机器人创新联合体特聘研究员，通过与科研院所开展产学研合作，成果应用于多型系统和产品，转化应用效果明显；曾获国防科技进步二等奖（2项）与三等奖、中国自动化学会科技进步二等奖、中国兵器装备集团科技进步一等奖与二等奖（2项）、中国图象图形学会科技进步二等奖等奖项，代表性成果受到中央电视台军事频道、人民网、四川电视台等主流媒体报道。 ( English version.)

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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