research
∙
07/27/2023
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples
Relational tables, where each row corresponds to an entity and each colu...
share
research
∙
06/21/2023
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph
Business Intelligence (BI) is crucial in modern enterprises and billion-...
research
∙
06/04/2023
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines
Data pipelines are widely employed in modern enterprises to power a vari...
research
∙
12/11/2021
Auto-Tag: Tagging-Data-By-Example in Data Lakes
As data lakes become increasingly popular in large enterprises today, th...
research
∙
07/26/2021
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics
Data analysis often involves comparing subsets of data across many dimen...
research
∙
06/25/2021
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search
Recent work has made significant progress in helping users to automate s...
research
∙
03/07/2021
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples
Fuzzy similarity join is an important database operator widely used in p...
research
∙
05/07/2020
Bitvector-aware Query Optimization for Decision Support Queries (extended version)
Bitvector filtering is an important query processing technique that can ...
research
∙
01/10/2020
TableQnA: Answering List Intent Queries With Web Tables
The web contains a vast corpus of HTML tables. They can be used to provi...
research
∙
11/08/2018