Welcome! 👋

Hello! I am Kong Mingze, currently a final-year undergraduate student in Data Science at Lanzhou University. I am also working as a Research Assistant at The Chinese University of Hong Kong, Shenzhen, under the supervision of Prof. Zhongxiang Dai. Feel free to reach out to me via email: mingzekong@cuhk.edu.cn.

Research Interests

• 🤖 Large Language Model (LLM) Agents: Investigating how LLMs can act as decision-makers and reasoners in diverse and complex tasks.
• 🎰 Multi-Armed Bandit (MAB) Problems: Passionate about advancing both the theoretical foundations and data-driven algorithmic applications of MAB frameworks, focusing on efficient exploration-exploitation trade-offs in uncertain and dynamic environments.
• 📊 Mathematical Optimization and Decision Theory: Leveraging optimization techniques and probabilistic reasoning to enhance the performance and robustness of machine learning algorithms.

Thank you for visiting my academic homepage!