Hi, I’m Chloe. Welcome to my page!
My name is Chloe (Yihan) Huang, a current Ph.D. student in Information Systems & Management at Heinz College, Carnegie Mellon University (CMU). I am very fortunate to be advised by Prof. George Chen and Prof. Rema Padman. My research interests lie in developing trustworthy machine learning methods to address real-world problems and improve social welfare. My recent work focuses on the healthcare domain.
I earned a Master’s degree in Public Policy and Management (Data Analytics Track) from Heinz College at CMU with highest distinction. Before joining CMU, I graduated from Renmin University of China with a Bachelor’s degree in Finance and, through a joint program, earned another Bachelor’s degree in Supply Chain Management from KEDGE Business School (France). As part of the program, I spent a year in Bordeaux, France. It was an unforgettable experience where I also had the opportunity to conduct research under the guidance of Prof. Edward Sun.
News
| Jul 2026 | Our paper “Learning Under Treatment-Induced Label Indeterminacy with Expert Annotations of Counterfactual Outcomes: A Case Study in Neurological Prognostication” is accepted at MLHC 2026. |
| May 2026 | Our paper “Integrating large language models for data-driven adaptive decision support in floriculture production: Managing contextual heterogeneity” is accepted for publication in IJPE. |
| May 2026 | Completed my Master’s in Public Policy and Management (Data Analytics Track) at Heinz College, CMU. |