2 papers
cs.DB2026
"Will This Data Break My Task?" - Interactive Synthesis of Task-Aware Data Unit Tests
Hao Chen, Arnab Phani, Sebastian Schelter
Data is a central resource for modern enterprises and institutions, and data errors propagating through data pipelines lead to serious impact in production. Therefore, data validat…
cs.LG2026
PrismaDV: Automated Task-Aware Data Unit Test Generation
Hao Chen, Arnab Phani, Sebastian Schelter
Data is a central resource for modern enterprises, and data validation is essential for ensuring the reliability of downstream applications. However, existing automated data unit t…