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余 宙 副教授

硕士生导师

计算机科学与技术

机器学习,深度学习,计算机视觉

yuz@hdu.edu.cn
  • 余宙,男,浙江杭州人,1988年生。分别于2010年和2015年在浙江大学获得数字媒体技术专业学士学位和计算机科学与技术专业博士学位,并于2015年至2016年期间就职于阿里巴巴集团搜索事业部任资深算法工程师。自20169月起任职于杭州电子科技大学计算机学院,是媒体智能实验室(Media Intelligence Lab, MIL)和复杂系统建模与仿真教育部重点实验室成员。

    研究领域:主要研究兴趣包括使用机器学习和深度学习算法对计算机视觉和自然语言的跨媒体表达,涉及视觉自然描述、视觉问答系统、跨媒体检索、高维数据哈希索引、细粒度识别等。已发表国内国际期刊会议论文10余篇,其中在CCF A类会议和IEEE期刊上发表论文8篇,主持国家自然科学基金青年项目1项。担任IEEE TIP, TMM, TCSVT, INS, PR, NEUCOM, SIGPRO, CVPR, AAAI, IJCAI, ACMMM等多个国际顶级期刊和会议的审稿人。

     

    联系方式:yuz@hdu.edu.cn

    个人主页:http://mil.hdu.edu.cn/people/zhou_yu/index.html

  • [1]. Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Tian Qi, “Deep Modular Co-Attention Networks for Visual Question Answering”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA,2019

    [2]. Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao, “ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering”, AAAI Conference on Artificial Intelligence (AAAI), Honolulu, USA, 2019

    [3]. Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao, “Beyond Bilinear: Generalized Mul-timodal Factorized High-order Pooling for Visual Question Answering”, IEEE Transactions on Neural
    Networks and Learning Systems (T-NNLS), 29(12): 5947-5959, 2018

    [4]. Min Tan, Jun Yu,Zhou Yu, Fei Gao, Yong Rui, Dacheng Tao, “User-Click-Data-Based Fine-Grained Image Recognition via Weakly Supervised Metric Learning”, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 14(3): 70, 2018.

    [5]. Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao, “Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding”, International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 2018

    [6]. Zhou Zhao, Zhu Zhang, Shuwen Xiao,Zhou Yu, Jun Yu, Deng Cai, Fei Wu, Yueting Zhuang, “Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks”, Inter-national Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 2018

    [7]. Yibing Zhan, Jun Yu,Zhou Yu, Rong Zhang, Dacheng Tao, Qi Tian, “Comprehensive Distance-Preserving Autoencoders for Cross-Modal Retrieval”, ACM Conference on Multimedia (ACM MM), Seoul, Korea,2018

    [8]. Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao, “Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering”, International Conference on Computer Vision (ICCV), Venice, Italy, 2017

    [9]. Fei Wu, Zhou Yu, Yi Yang, Siliang Tang, Yin Zhang, Yueting Zhuang, “Sparse Multi-Modal Hashing”, IEEE Transactions on Multimedia (T-MM), 16(2): 427-439, 2014

    [10]. Zhou Yu, Fei Wu, Yi Yang, Qi Tian, Jiebo Luo, Yueting Zhuang, “Discriminative Coupled Dictionary Hashing for Fast Cross-Media Retrieval”, ACM Special Interest Group on Information Retrieval (SIGIR),
    Gold Coast, Australia, 2014

    [11]. Zhou Yu, Fei Wu, Yin Zhang, Siliang Tang, Jian Shao, Yueting Zhuang, “Hashing with List-wise Learning to Rank”, ACM Special Interest Group on Information Retrieval (SIGIR), Gold Coast, Australia, 2014

    [12]. Yueting Zhuang,Zhou Yu, Wei Wang, Fei Wu, Siliang Tang, Jian Shao, “Cross-media hashing with neural networks”, ACM Conference on Multimedia (ACM MM), Orlando, USA, 2014.