Author

Surajit Chaudhuri

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#artificial intelligence Preprint Sep 2026

BI-Agent and BI-Bench: Towards Automating End-to-End Business Intelligence

A tool-augmented BI-Agent is designed that decomposes BI workflows into subtasks on structured data, such as search, join, and transform, and orchestrates specialized data management methods across BI stages, and a post-training framework is developed that synthesizes training trajectories from real BI projects, enabli...

Chu-Xuan Hu, Yeye He, Penny Zhou et al. · 0 citations

Preprint Jul 2026

Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models

Predicting missing cell values in tabular data is a fundamental problem in data cleaning. While state-of-the-art reasoning models show great promise in predicting missing values in tables, by reasoning holistically across rows and columns, they are costly to deploy at scale and tend to be overconfident, often generatin...

Yurong Liu, Yeye He, Haoyu Dong et al. · 0 citations