Yuxin SU (苏玉鑫)

Ph.D. Student (Aug. 2014 ~ )

Department of Computer Science & Engineering The Chinese University of Hong Kong

Rm 101A, Ho Sin-Hang Engineering Building, Department of Computer Science and Engineering, CUHK, N.T., Hong Kong Email: yxsu@cse.cuhk.edu.hk

Biography

I am a Ph.D. student in the Department of Computer Science and Engineering, The Chinese University of Hong Kong, supervised by Prof. Irwin King and Prof. Michael R. Lyu. I obtained my B.Sc degree from Sun Yat-sen University in 2011 and M.Eng degree from Zhejiang University in 2013.

Research Interests

  • Distributed machine learning algorithm
  • Distributed machine/deep learning platform
  • Distance metric learning algorithm
  • Learning to rank algorithm

Publications

Journal Publications

  • Haiqin Yang, Guang Ling, Yuxin Su, Michael R. Lyu and Irwin King. Boosting Response Aware Model-Based Collaborative Filtering. IEEE Transactions on Knowledge and Data Engineering, vol.PP, no.99, 2015

Conference Publications

  • Yuxin Su, Irwin King and Michael R. Lyu, Learning to Rank Using Localized Geometric Mean Metrics. In SIGIR, 2017 (long paper)
  • Yuxin Su, Haiqin Yang, Irwin King and Michael R. Lyu, Distributed Information-Theoretic Metric Learning in Apache Spark. In IJCNN, 2016
  • Yuxin Su, Haiqin Yang, Michael Lyu, Irwin King. Distributed Non-negative Matrix Factorization with Loose Synchronization. In WSDM workshop, 2015
  • Junjie Hu, Haiqin Yang, Yuxin Su, Michael Lyu, Irwin King. Accelerated Information-Theoretic Metric Learning. In WSDM workshop, 2015

Research Experience

  • Research intern at Microsoft Research Asia, 05.2017 - 08.2017

Awards & Grants

  • SIGIR student travel grant, 2017
  • Postgraduate Studentship, The Chinese University of Hong Kong 2014-present
 
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