Research projects

1. Research on principles, algorithms, and standardized platforms of AI security
   Funded by Shenzhen Science and Technology Program. Apr 2022 - Mar 2025. Co-investigator (PI: Baoyuan Wu).

2. Applications of functional analysis in differentially private mechanisms
   Funded by Shenzhen Science and Technology Program. Apr 2022 - Mar 2024. Principal investigator.

3. Privacy-preserving reinforcement learning via functional mechanisms
   Funded by National Natural Science Foundation of China. Jan 2022 - Dec 2024. Principal investigator.

4. Multi-agent reinforcement learning for AGI with cognitive science and theory of mind methods
   Funded by Shenzhen Science and Technology Program. Aug 2021 - Aug 2024. Co-investigator (PI: Jianwei Huang).

5. Online learning and optimization algorithms under data-scarce and non-stationary model scenarios
   Funded by National Natural Science Foundation of China. Jan 2021 - Dec 2024. Co-investigator (PI: Zizhuo Wang).

6. Theory of mind methods towards AGI
   Funded by Shenzhen Institute of Artificial Intelligence and Robotics for Society. Apr 2021 - Mar 2022. Principal investigator.

7. Foundations of reinforcement learning
   Funded by CUHK Shenzhen as research startup. Aug 2020 - Jul 2023. Principal investigator.