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Xixian Chen
Ph.D. Student (Aug.2013 ~ )
Department of Computer Science & Engineering
The Chinese University of Hong Kong
Rm 1024, Ho Sin-Hang Engineering Building,
Department of Computer Science and Engineering,
CUHK, N.T., Hong Kong
Email: xxchen@cse.cuhk.edu.hk
Biography
Mr. Xixian Chen is currently a 4th-year Ph.D. student under the supervision of Prof. Irwin King and Prof. Michael R. Lyu, in the Department of Computer Science & Engineering of The Chinese University of Hong Kong. He received his Bachelor's degree of Electronic Engineering from Nanjing University in 2013.
Research Interest
- Machine Learning
- Big Data
- Randomized Numerical Linear Algebra
Publications
- “FROSH: FasteR Online Sketching Hashing”, Xixian Chen, Irwin King, and Michael R. Lyu, in Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence (UAI 2017), Sydney, Australia, August 11–15, 2017.
- “Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data”, Xixian Chen, Michael R. Lyu, and Irwin King, in Proceedings of the Thirty-Second International Conference on Machine Learning (ICML 2017), Sydney, Australia, August 6–11, 2017.
- “Training-Efficient Feature Map for Shift-Invariant Kernels”, Xixian Chen, Haiqin Yang, Irwin King, and Michael R. Lyu, in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25–31, 2015.
Technical Reports
External Reviewer
- KDD 2015
- WSDM 2015, 2014
- AISTATS 2015
- NIPS 2015
- KDD 2015
- SIGIR 2015
- UAI 2015
- CIKM 2014
- SDM 2014
- ICWSM 2014
Teaching Assistant
- Operating System
- Engineering Mathematics I
- Problem Solving By Programming
- Introduction to Digital and Microprocessor Systems