Supervisor
Biography
Liu Zhihao is currently a PhD student under SUTD ESD pillar. His research focuses on sparse and nonsmooth optimisation for statistical learning, especially high-dimensional models with structured regularisation. He also works on Bayesian optimisation for black-box optimisation problems.
Education
- Sep 2023-Present: PhD student in Engineering Systems and Design, Singapore University of Technology and Design, Singapore
- 2019-2021: MEng in Material Engineering, Southern University of Science and Technology, China
- 2012-2016: BEng in Computer Science NanChang University, China
Publications
- Liu, Z., Ou, W., & Wang, S. (2023, May). Bayesian Optimization over Mixed Type Inputs with Encoding Methods. In Pacific-Asia Conference on Knowledge Discovery and Data Mining
- J. Men, Liu. Z, H. Wang, and S. Wang, “Simulation optimization with multiple attempts,” in 2023 Winter Simulation Conference (WSC)