Haichuan Yang
Haichuan Yang

Bio:

I am currently a graduate student at Computer Science Department, University of Rochester. My advisor is Prof. Ji Liu. Before that, I received the B.E degree in software engineering from the Sun Yat-sen University, Guangzhou, China and the master degree in school of computer science and engineering in Beihang University, Beijing, China. My current research interests include machine learning and optimization.

Publication

Conference Papers

  • On The Projection Operator to A Three-view Cardinality Constrained Set.[PDF]
    Yang, H., Gui, S., Ke, C., Stefankovic, D., Fujimaki, R., & Liu, J.
    In International Conference on Machine Learning (ICML), 2017.
  • Online Feature Selection: A Limited-Memory Substitution Algorithm and Its Asynchronous Parallel Variation.[PDF][VIDEO]
    Yang, H., Fujimaki, R., Kusumura, Y., & Liu, J.
    In ACM SIGKDD Conferences on Knowledge Discovery and Data Mining (SIGKDD), 2016.
  • On Benefits of Selection Diversity via Bilevel Exclusive Sparsity.[PDF]
    Yang, H., Huang, Y., Tran, L., Liu, J., & Huang, S.,
    In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
  • Semi-randomized Hashing for Large Scale Data Retrieval.[PDF]
    Yang, H., Bai, X., Zhou, J., Ren, P., Cheng, J., & Lu, B.,
    In International Conference on Data Science and Advanced Analytics (DSAA), 2014
  • Adaptive Object Retrieval with Kernel Reconstructive Hashing.[PDF][CODE]
    Yang, H., Bai, X., Zhou, J., Ren, P., Zhang, Z., & Cheng, J.,
    In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  • Label Propagation Hashing Based on p-stable Distribution and Coordinate Descent.[PDF]
    Yang, H., Bai, X., Liu, C., & Zhou, J.,
    In IEEE International Conference on Image Processing (ICIP), 2013

Journal Articals

  • Maximum Margin Hashing with Supervised Information.
    Yang, H., Bai, X., Liu, Y., Wang Y., Bai, L., Zhou, J., & Tang, W.,
    Multimedia Tools Appl., volume 75, pp. 3955-3971, 2016.
  • Data-dependent Hashing Based on p-Stable Distribution.[PDF][CODE]
    Bai, X., Yang, H., Zhou, J., Ren, P., & Cheng, J.,
    IEEE Transactions on Image Processing, 2014 23(12): 5033-5046.

Honors and awards

  • Outstanding Master Dissertation Award of Beihang University, 2015
  • Chinese National Scholarship, 2014
  • Google Excellence Scholarship, 2014

Contact:

Office:725, Computer Studies Building
E-mail: hyang36 A.T. cs.rochester.edu

Department of Computer Science
University of Rochester
Rochester, NY 14627