Publications

Jun 15, 2024 | Data Management for Data Science (DMDS) Special Track, SIGMDO 2024
SchemaPile: A Large Collection of Relational Database Schemas
Jun 12, 2024 | Data Management for End-to-End Machine Learning (DEEM) Workshop, SIGMOD 2024
Towards Efficient Data Wrangling with LLMs using Code Generation
Dec 2, 2022 | Table Representation Learning Workshop (TRL), NeurIPS 2022 (Best Paper Runner-Up Award)
Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
May 9, 2022 | International Workshop on Databases and Machine Learning 2022 (DBML 2022), ICDE 2022
GitSchemas: A Dataset for Automating Relational Data Preparation Tasks
Jul 17, 2021 | Challenges in Deploying and monitoring Machine Learning Systems Workshop, ICML 2021
DuckDQ: Data Quality Assertions for Machine Learning Pipelines
Jun 27, 2017 | SSDBM 2017 (Best Paper Runner-Up Award)
Multi-hypothesis CSV parsing