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A217D LGRC

Guan's research lies in the intersection of machine learning and programming systems. Her current research focuses on improving machine learning (e.g., speed, scalability, reliability) through innovations in algorithms and programming systems (e.g., compilers, runtime). She is also interested in leveraging machine learning to improve high-performance computing.