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周 芃


发表日期:2019-04-16 供稿:


安徽大学研究生导师简介

院(系、所):威尼斯网站网址

姓名: 周芃

性别: 男

出生年月:  19896

导师类别:硕士研究生导师

技术职称:  讲师

联系方式

zhoupeng@ahu.edu.cn

招生专业名称

计算机应用

主要研究方向

机器学习

数据挖掘

人工智能

个人简历

2011年毕业于中国科学技术大学威尼斯网站网址,获学士学位。2017年毕业于中国科学院软件研究所,获博士学位。后加入威尼斯网站网址,主要从事聚类集成、多视图学习、多核学习等方面研究工作。近年来在国际顶级和高水平会议(如IJCAI、AAAI、ICDM、SDM等)和期刊(如IEEE TNNLS、PR等)发表多篇论文。主持国家自然科学基金一项,并参加多项国家基金。担任IJCAI、AAAI、ECAI等会议程序委员,以及IEEETKDE、IEEE TNNLS、IEEE TCYB、Neurocomputing、Signal Processing等期刊审稿人。个人主页请参见 http://www.escience.cn/people/pengzhou/index.html

学术成果

代表性成果:

  1. Peng Zhou, Liang Du, Xuejun Li (2020) Self-paced Consensus Clustering with Bipartite Graph. The 29th International Joint Conference on Artificial Intelligence (IJCAI),  Yokohama, Japan, 2020. (CCF推荐A类会议)

  2. Peng Zhou, Liang Du, Xinwang Liu, Yi-Dong Shen, Mingyu Fan, Xuejun Li, Self-paced Clustering Ensemble. IEEE Transactions on Neural Networks and Learning Systems, 2020. SCI一区期刊

  3. Peng Zhou, Liang Du,  Xuejun Li, Yi-Dong Shen, Yuhua Qian, Unsupervised Feature Selection with Adaptive Multiple Graph Learning, Pattern Recognition, 105, 2020, 107375. SCI二区期刊

  4. Peng Zhou, Jiangyong Chen, Mingyu Fan, Liang Du, Yi-Dong Shen, Xuejun Li, Unsupervised feature selection for balanced clustering. Knowledge-Based System, 193,2020, 105417. SCI二区期刊

  5. Peng Zhou, Yi-Dong Shen, Liang Du, Fan Ye, Xuejun Li,  Incremental multi-view spectral clustering. Knowledge-Based System, 174, 2019:73-86. SCI二区期刊

  6. Peng Zhou, Yi-Dong Shen, Liang Du and Fan Ye (2019) Incremental Multi-view Support Vector Machine. The Nineteenth SIAM International Conference on Data Mining (SDM-19), Calgary, Canada, May 2019. CCF推荐B类会议

  7. Peng Zhou, Liang Du, Lei Shi, Hanmo Wang and Yi-Dong Shen. Recovery of Corrupted Multiple Kernels for Clustering. The Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-15) , 2015: 4105-4111. (CCF推荐A类会议)

  8. Peng Zhou, Liang Du, Hanmo Wang, Lei Shi and Yi-Dong Shen. Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization. (IJCAI-15) , 2015: 4112-4118. CCF推荐A类会议

  9. Peng Zhou, Liang Du, Mingyu Fan and Yi-Dong Shen. An LLE based Heterogeneous Metric Learning for Crossmedia Retrieval. The Fifteenth SIAM International Conference on Data Mining (SDM-15), 2015: 64-72. (CCF推荐B类会议)

  10. Liang Du, Peng Zhou, Lei Shi, Hanmo Wang, Mingyu Fan, Wenjian Wang and Yi-Dong Shen. Robust Multiple Kernel K-means using L2-1-norm. The Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-15) , 2015: 3476-3482. (CCF推荐A类会议)

  11. Hanmo Wang, Liang Du, Peng Zhou, Lei Shi and Yi-Dong Shen. Convex Batch Mode Active Sampling via alpha-relative Pearson Divergence. The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), 2015: 3045-3051. (CCF推荐A类会议)

  12. Hanmo Wang, Liang Du, Lei Shi, Peng Zhou, Yuhua Qian, and Yi-Dong Shen. Experimental Design With Multiple Kernels. The Fifteenth IEEE International Conference on Data Mining (ICDM-15), 2015: 419-428. (CCF推荐B类会议)

  13. Liang Du, Zhiyong Shen, Xuan Li, Peng Zhou and Yi-Dong Shen. Local and Global Discriminative Learning for Unsupervised Feature Selection. The Thirteenth IEEE International Conference on Data Mining (ICDM-13), 2013:131-140. (CCF推荐B类会议)

获奖情况

2016年中国科学院院长奖

在研项目

  [1] 国家自然科学基金青年项目,61806003,基于鲁棒集成学习一致性聚类方法研究,2019/01-2021/12,主持

  [2] 安徽省教育厅自然科学重点项目,KJ2018A0010,鲁棒多视图聚类方法研究,2018/01-2019/12,主持

  [3] 中国科学院软件研究所计算机科学国家重点实验室开放课题,无监督多图表示学习方法研究, 2019/01-2020/12,主持




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