Guiliang Liu

Assistant Professor

The School of Data Science (SDS)

The Chinese University of Hong Kong, Shenzhen


Ph.D. student recruitment: I am looking for self-motivated Ph.D. students with solid mathematical background and programming skill. Should you be interested, please send me an email with you CV, transcript, and publications. Potential research topics includes (but not limited to): RA recruitment: I am looking for Research Assistants (RAs) starting anytime. Successful candidates should have promising academic record (e.g., high GPA). Financial support will be provided to strong candidates. Send me by email if you are interested. Please also attach your CV.

About Me

I am currently working as a assistant professor at the Chinese University of Hong Kong, Shenzhen (CUHK-SZ).

Research Interests: Reinforcement Learning (RL) and the related topics, including, Inverse Constrained RL, Model-based RL, Interpretable RL, Agent Evaluation and Embedding. I have also studied applications on Natural Language Process (NLP), Sports analytic and Autonomous Driving.

Working Experience and Education: I have worked as a postdoctoral fellow at the University of Waterloo and Vector Institute with Prof. Pascal Poupart (2020-2022). I received my Ph.D. degree at the School of Computing Science, Simon Fraser University under the supervision of Prof. Oliver Schulte (2016-2020). I have finished a research internships at Cognitive Computing Lab, Baidu Research (supervised by Prof. Ping Li). I received my Bachelor degree at the School of Computing Science and Engineering, South China University of Technology.

Selected Publications

Submitted Papers

All Publications


Conference Reviewer: Neurips, ICML, ICLR, AAAI, UAI.
Journal Reviewer: Pattern Recognition, Artificial Intelligence, Data Mining and Knowledge Discovery.


Email: liuguiliang[at]cuhk[dot]edu[dot]cn
Address: 319a DaoYuan, CUHK Shenzhen. Shenzhen, 518172
Linkedin: Guiliang (Galen) Liu