4 papers
Access Paths for Efficient Ordering with Large Language Models
Fuheng Zhao, Jiayue Chen, Yiming Pan +7
In this work, we present the \texttt{LLM ORDER BY} semantic operator as a logical abstraction and conduct a systematic study of its physical implementations. First, we propose seve…
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence?
Fuheng Zhao, Jiayue Chen, Lawrence Lim +3
Judging the equivalence between two SQL queries is a fundamental problem with many practical applications in data management and SQL generation (i.e., evaluating the quality of gen…
Hybrid Querying Over Relational Databases and Large Language Models
Fuheng Zhao, Divyakant Agrawal, Amr El Abbadi
Database queries traditionally operate under the closed-world assumption, providing no answers to questions that require information beyond the data stored in the database. Hybrid…
Identifying Virulence Determinants In Pathogenic Mycobacteria Via Changes In Host Cell Mitochondrial Morphology
Shannon Quinn, Amr Abbadi, Seyed Alireza Vaezi +2
The goal of this study is to develop a computational model of the progression of changes in mitochondrial phenotype resulting from infection with pathogenic mycobacteria. This ulti…