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，博士生导师，现任国家原子能机构核环境安全技术创新中心副主任，入选四川省GF菁英、四川省学术和技术带头人后备人选、科技城菁英等人才计划。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100余篇，包括IEEE TIP、IEEE TNNLS、CVPR、ICML等CCF-A类和中科院1区论文60余篇、影响因子大于10的12篇。长期与科研院所开展产学研合作，是中国兵器装备集团五八所特聘研究员，四川省人形机器人创新联合体特聘研究员。主持国家自然科学基金委、中央军委科技委、国防科工局、四川省科技厅、中央引导资金等来源横纵向项目30余项，授权/受理国家发明专利20余项。担任《工程科学学报》、《兵工自动化》等期刊青年编委；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类会议的领域主席和高级程序委员。曾获国防科学技术进步奖二等奖与三等奖、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、中国图象图形学学会科学技术进步奖二等奖等奖项，部分成果受到中央电视台军事频道、人民网等主流媒体报道。

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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