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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
Book Chapters
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
Technical Reports
Professional Activities
- Keynote Speech and Plenary Talk in Conferences
- Interviews
- Tutorial in International Conferences
- Panel Discussion in International Conferences
- Invited Talk and Invited Demonstration in International Conferences
- Editor-in-Chief of International Journal
- Journal Editorial Service
- Book Editorial Service
- Board of Directors, Member of Steering Committee and Society Members
- International Reviewer and Examiner
- Conference, Program Committee and Session Chair
- Chair and Program Committee Chair of International Conferences
- Program Committee Member of International Conferences
- Session Chair in International Conferences
- Invited Talks in International Organizations
- Invited Talks in Domestic Organizations
Awards & Grants
- International Research Awards
- Domestic Research Awards
- Best Paper Awards
- International Research Grants
- Domestic Research Grants
- Patents
- Column Articles