Hi there, I am Yilin Xia
I am a Ph.D. student advised by Dr. Bertram Ludäscher and Dr. Matthew Turk in the School of Information Sciences at the University of Illinois at Urbana-Champaign.
My work addresses fundamental challenges in querying, reasoning over, and explaining graph-structured knowledge. I utilize Declarative Approaches that combine symbolic logic with large language models, enabling scalable analytics, hybrid retrieval, and explainable multi-agent interaction.
I receive support in part from the GitHub Secure Open Source Fund, Google Academic Research Grants, the Gemini Academic Program, and NumFOCUS Small Development Grants.
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