Probabilistic Database

Last updated on Dec 8, 2021
  • Built parser that parses a fully quantified union of conjunctive queries (UCQ) to a certain data structure
  • Implemented the lifted inference algorithm to lift the input query
  • Created a mini compiler that evaluates the lifted query and translates it to a SQL query which accesses a backend rational SQL database
  • Made possible for users to formulate complex queries and for the system to apply complex optimizations
Database Artificial Intelligence
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Yuhai Li
Research Scientists at Meta

My research interests include data-driven material analysis and machine/deep learning for material science.