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2026-02-19 09:41:11
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Qi Zhu Qi Zhu Table of Contents Research I. LLMs with Structured Knowledge II. Graph Representation Learning Awards Quick Links Google Scholar Applied Scientist Think Forward Lab AWS AI/ML Services & Infrastructure Email: qi.zhu.ckc@gmail.com Bio I obtained my Ph.D. in Computer Science from University of Illinois at Urbana-Champaign advised by Prof. Jiawei Han , where I was a member of Data and Information Systems Laboratory (DAIS) and Data Mining Group. Here is my CV (slightly outdated) . Research At AWS, I design AI systems ( GraphStorm ) utilizing structured knowledge for applications in retrieval-augmented generation (RAG), graph machine learning, and beyond. As a founding member of the GraphRAG Team, I help drive the launch of structure-aware features across various RAG services. My current and past work focuses on the following themes: LLMs with Structured Knowledge – Harnessing explicit and implicit data structures to...
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