baithebest.github.io - About Me - GUANGJI BAI

Description: About me

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Ph.D. Student in Machine Learning at CS Department, Emory University.

Welcome! I am currently a fourth-year Ph.D. student at the Department of Computer Science, Emory University , where I am fortunate to be advised by Dr. Liang Zhao . Previously, I received my master’s degree in Statistics from George Washington University in 2020. I received my bachelor’s degree in Mathematics from the School of Mathematical Science, Fudan University in Shanghai, China in 2018.

I am interested in designing efficient, generalizable, and explainable learning algorithms with theoretical guarantees . Specifically, my current research topics include but are not limited to 1. Learning strategies for domain transfer problems, such as multi-task learning (MTL), domain adaptation (DA), and domain generalization (DG). 2. Large-scale machine learning algorithms with better scalability and performance, such as distributed training for Graph Neural Networks (GNNs) and model compression & accel

Links to baithebest.github.io (1)