Surajit Chaudhuri

1. Table-GPT: Table-tuned GPT for Diverse Table Tasks
   2023/10/13 by Peng Li, Li, Peng, Yeye He +15 · 27 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. Optimized stratified sampling for approximate query processing
   2007/06/01 by Surajit Chaudhuri, Gautam Das, Vivek Narasayya · 2 citations
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Stream Mining Techniques
3. Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
   2024/04/19 by Sibei Chen, Chen, Sibei, Yeye He +13 · 7 citations
   Computer Science · Mathematics · #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Spreadsheets and End-User Computing #Statistics Education and Methodologies
4. Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples
   2021/03/07 by Peng Li, Xiang Cheng, Li, Peng +7 · 3 citations
   Computer Science · Decision Sciences · #Data Management and Algorithms #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Web Data Mining and Analysis
5. Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph
   2023/06/21 by Yiming Lin, Lin, Yiming, Yeye He +3 · 3 citations
   Decision Sciences · Computer Science · Business, Management and Accounting · #Data Quality and Management #Data Mining Algorithms and Applications #Big Data and Business Intelligence
6. TableQnA: Answering List Intent Queries With Web Tables
   2020/01/10 by Kaushik Chakrabarti, Zhimin Chen, Chakrabarti, Kaushik +7 · 1 citation
   Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling #Web Data Mining and Analysis
7. COMPARE: Accelerating Groupwise Comparison in Relational Databases for\n Data Analytics
   2021/07/26 by Tarique Siddiqui, Siddiqui, Tarique, Surajit Chaudhuri +3 · 1 citation
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences
8. The Cambridge Report on Database Research
   2025/04/15 by Anastasia Ailamaki, Samuel Madden, Ailamaki, Anastasia +96 · 1 voice
   Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data Technologies and Applications #Big Data and Business Intelligence #Cloud Computing and Resource Management #cs.DB
9. Auto-Tag: Tagging-Data-By-Example in Data Lakes
   2021/12/11 by Yeye He, Jie Song, He, Yeye +13 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data and Business Intelligence #Cloud Data Security Solutions #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence
    2025/04/15 by Eugenie Y. Lai, Yeye He, Lai, Eugenie Y. +3 · 4 citations
    Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences
11. Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning
    2024/10/16 by Junjie Xing, Xing, Junjie, Yeye He +11 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
12. MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
    2025/06/05 by Junjie Xing, Xing, Junjie, Yeye He +14 · 3 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Data Visualization and Analytics #Advanced Database Systems and Queries
13. Wii: Dynamic Budget Reallocation In Index Tuning
    2025/05/05 by Xiaoying Wang, Wentao Wu, Wang, Xiaoying +7 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Databases (cs.DB) #Digital Games and Media #FOS: Computer and information sciences
14. Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models
    2026/07/22 by Yurong Liu, Yeye He, Haoyu Dong +4
    Computer Science · #cs.LG #cs.AI #cs.CL #cs.DB