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Hui Qian

Ph.D, Professor,
Artificial intelligence Institute,
College of Computer Science and Technology,
Zhejiang University.

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About me

I received my B.E and Ph.D degrees from the Department of Computer Science and Engineering, Zhejiang University, in 1997 and 2002, respectively. Since 2003, I joined the Artificial intelligence Institute, College of Computer Science and Technology, Zhejiang University where I am currently working as a professor.

Contacts

304 East Cao-Guang-Biao Building,
Yuquan Campus, Zheda Rd.38,
Hangzhou, P. R. China 310027,
Phone: +86 0571 8795 1916,
E-post: qianhui [@] zju [DOT] edu [DOT] cn.

Research

My research interests include

  • Machine Intelligence and

  • Field Robotics.

Recent Publications

(Copyright)

  1. Jiahao Xie, Hui Qian, Zebang Shen, Chao Zhang
    Towards Memory-Friendly Deterministic Incremental Gradient Method,
    To Appear in AISTAT 2018.

  2. Hongkai Yu, Youjie Zhou, Hui Qian, Min Xian, Song Wang,
    LOOSECUT: Interactive Image Segmentation with Loosely Bounded Boxes,
    ICIP 2017.

  3. Zebang Shen, Hui Qian, Chao Zhang, Tengfei Zhou,
    Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization,
    IJCAI 2017. long version in arXiv, [bib]

  4. Tengfei Zhou, Hui Qian, Zebang Shen, Congfu Xu,
    Tensor Completion with Side Information: A Riemannian Manifold Approach,
    IJCAI 2017. long version in arXiv, [bib]

  5. Chao Zhang, Hui Qian, Zebang Shen, Tengfei Zhou,
    Accelerated Stochastic ADMM with Variance Reduction,
    arXiv, [bib]

  6. Zebang Shen, Hui Qian, Tengfei Zhou and Tongzhou Mu,
    Adaptive Variance Reducing for Stochastic Gradient Descent,
    IJCAI, 2016. [pdf][bib]

  7. Xin Wang, Congfu Xu, Yunhui Guo and Hui Qian,
    Constrained Preference Embedding for Item Recommendation,
    IJCAI, 2016. [pdf][bib]

  8. Tengfei Zhou, Hui Qian, Zebang Shen and Congfu Xu,
    Fast Hybrid Algorithm for Big Matrix Recovery,
    AAAI, 2016. [pdf][bib]

  9. Shubao Zhang, Hui Qian, and Xiaojin Gong,
    An Alternating Proximal Splitting Method with Global Convergence for Nonconvex Strctured Sparsity Optimization,
    AAAI, 2016. [pdf][bib]