Hi there, I am Yilin Xia
I am a final-year Ph.D. candidate advised by Dr. Bertram Ludäscher and Dr. Matthew Turk at the University of Illinois Urbana-Champaign.
My work addresses fundamental challenges in querying, reasoning over, and explaining graph-structured knowledge. I utilize Neuro-Symbolic 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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