I am a Postdoctoral Research Scientist in the Industrial Engineering and Operations Research (IEOR) Department at Columbia University, supervised by Prof. Xunyu Zhou. I received my PhD in IEOR from Columbia in 2024, advised by Prof. Xunyu Zhou. My research lies at the intersection of reinforcement learning, diffusion models for generative AI, stochastic control, and financial engineering, with a focus on developing and analyzing continuous-time RL algorithms to optimize financial and control systems under uncertainty.
CV: https://yiliehuang.github.io/files/CV_Yilie_Huang.pdf
