Table of Contents
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
