Xinyue Cui

Hello! I am a second-year master’s student in computer science at University of Southern California. Currently, I am working on a project about constrained decoding with Dr. Swabha Swayamdipta at the DILL lab.

Previously, I studied math of computation at University of California - Los Angeles, where I worked with Dr. Rishi Sonthalia on developing hyperbolic graph neural networks. I was also a research assistant under the mentorship of Dr. Laurel Perkins at UCLA where I investigated child language acquisition via Bayesian statistics.

My research interests lie in developing computational tools to facilitate interpretability and generalizability of language models by capturing and leveraging structures in data. Here is a link to my CV.