163 citations · 299 across the 22 of their papers we have counts for
4 papers · 1 filter
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…
The SpaceSaving Family of Algorithms for Data Streams with Bounded Deletions
Fuheng Zhao, Divyakant Agrawal, Amr El Abbadi +3
In this paper, we present an advanced analysis of near optimal algorithms that use limited space to solve the frequency estimation, heavy hitters, frequent items, and top-k approxi…
Data Augmentation for Diverse Voice Conversion in Noisy Environments
Avani Tanna, Michael Saxon, Amr El Abbadi +1
Voice conversion (VC) models have demonstrated impressive few-shot conversion quality on the clean, native speech populations they're trained on. However, when source or target spe…
Autumn: A Scalable Read Optimized LSM-tree based Key-Value Stores with Fast Point and Range Read Speed
Fuheng Zhao, Zach Miller, Leron Reznikov +2
The Log Structured Merge Trees (LSM-tree) based key-value stores are widely used in many storage systems to support a variety of operations such as updates, point reads, and range…