Wang, Jiannan

Accelerating human-in-the-loop data analytics

An automated SQL query generation framework for scalable feature discovery

An experimental study of learned cardinality estimation

Automated generation of actionable query explanations

Automating data preparation with statistical analysis

Cleaning crowdsourced labels using oracles for statistical classification

Enabling SQL-ML Explanation to Debug Training Data

Explaining inference queries with Bayesian optimization

Towards extracting highlights from recorded live videos: An implicit crowdsourcing approach

Towards trustworthy data analytics: Algorithmic tools for interpretability and fairness