Liyan Xu is a research scientist and PhD candidate in Computer Science at Emory University with roughly a decade of experience building and researching NLP systems for document understanding. His work spans coreference resolution, information extraction, summarization, and reading comprehension, with notable strengths in cross-lingual transfer, weak supervision, and domain adaptation. He has published applied and foundational work with industry collaborations—internships at Amazon (Product Graph and Alexa AI) and research partnerships at NEC Labs—and now applies LLMs to document understanding at Tencent. Prior roles as a software engineer at Expedia and CenturyLink give him practical production experience alongside his academic track record. He’s contributed to clinically-oriented NLP projects (kidney-transplant readmission and MRI tumor staging) and has a knack for translating research ideas into deployed systems. Based in Beijing, he combines rigorous academic training with hands-on product and research delivery across industry and academia.
10 years of coding experience
7 years of employment as a software developer
Bachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Colorado State University
Bachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at East China Normal University
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Emory University
Contributions:25 commits, 3 PRs, 87 pushes in 1 year 2 months
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