My name is Zean Han and I am an incoming PhD student of HKUST IEDA. I am fortunate to be supervised by Prof. Jiheng Zhang, Head and Full Professor in IEDA. I used to enjoy considering various geometric problems, but now I do research in online learning. I am broadly intreseted in developing efficient online learning algorithms for all kinds of management problems, by leveraging tools from bandit algorithms, reinforcement learning,etc. I am also interested in using queueing systems to deal with management problems. You can contact me at zeanhan01@gmail.com.
Education Background
Papers
Learning to Price and Stock under Contextual and Censored Demand, joint work with Xueping Gong and Jiheng Zhang, submitted.
Optimizing Decisions with Paid Observations in Contextual Bandits, joint work with Xueping Gong and Jiheng Zhang, submitted.
VoCAPTER: Voting-based Pose Tracking for Category-level Articulated Object via Inter-frame Priors, Joint work with Li Zhang, etc. ACM MM 2024.
Turb-L1: Achieving Long-term Turbulence Tracing By Removing Spectral Bias, joint work with Hao Wu, etc, submitted.
Direct Preference Optimization for Dynamical System Modeling, joint work with Wu Hao, etc, submitted.
About Me
I enjoy watching movies. I watch lots of movies every year. I also enjoy photograph and classic Rock and Roll.