Blending Statistics and Machine Learning
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Guodong Li (李國棟) |
Biography
I joined the Department of Statistics & Actuarial Science, University of Hong Kong, in 2009 as an Assistant Professor, and I am currently a Professor. Prior to this, I had worked at the Division of Mathematical Sciences, Nanyang Technological University, Singapore, as an Assistant Professor since I received my PhD degree in statistics from the University of Hong Kong in 2007. I got my Bachelor and Master degrees in Statistics from Peking University.
Research Interests
Time series analysis; Quantile regression;
Econometrics;
High-dimensional analysis;
Machine learning and Artificial Intelligence.
Current Group Members
PhD students: Shibo Yu (HKPFS from 2024); Yize Wang (HKPFS from 2023); Lan Li (HKPFS from 2022); Yuxi Cai (HKPFS from 2021); Qinshuo Liu (PhD from 2021); Kexin Lu (HKPFS from 2020).
Past Group Members
Academic positions:
Wenyu Li, School of Statistics and Data Science, Nankai University (PostDoc Fellow, 2021 - 2024)
Xiaoyu Zhang, School of Mathematical Sciences, Tongji University (PhD graduate in 2022);
Di Wang, Department of Mathematics, Shanghai Jiao Tong University (PhD graduate in 2020);
Huiling Yuan, School of Statistics, East China Normal University (PostDoc Fellow, 2021 - 2023)
Yao Zheng, Department of Statistics, University of Connecticut (PhD graduate in 2017);
Qianqian Zhu, School of Statistics and Management, Shanghai University of Finance & Economics (PhD graduate in 2017);
Zhao Liu, Warwick Business School, University of Warwick (MPhil graduate in 2013).
PostDoc Fellows: Yifeng Guo (PhD graduate in 2024); Feiqing Huang (PhD graduate in 2023);
Industry positions: Yuefeng Si (PhD graudate in 2024); Yanwen Fang (PhD graduate in 2023); Jingyu Zhao (PhD graduate in 2021); Ruochen Zeng (PhD graduate in 2017); Yang Li (PhD graduate in 2013); Yuan Li (MPhil graduate in 2012)