SC
Surajit Chaudhuri
cs.DBcs.LGcs.CLcs.AIstat.MLastro-ph.IMcs.IRcs.PL
On Valency
published · living versionsW_8jgdyhzg·v1 · currentpublished
Data.Readme: Documenting Table Relationships for Diverse Data Tasks
with Jiaming Liang, Yeye He, Haoyu Dong, Zachary Ives
1 version
Preprints & journals
32 papers in the corpus · 2007–2026Data.Readme: Documenting Table Relationships for Diverse Data Tasks2610.25131v1 · Jiaming Liang, Yeye He, Haoyu Dong et al.2026 · 0 citationsarXivon Valency
Query Performance Tuning with Optimal Exploration of Optimizer Cost Model Parameter Space2610.02607v1 · Wentao Wu, Xiaoying Wang, Vivek Narasayya et al.2026 · 0 citationsarXiv
BI-Agent and BI-Bench: Towards Automating End-to-End Business Intelligence2609.20886v1 · Chuxuan Hu, Yeye He, Penny Zhou et al.2026 · 0 citationsarXiv
Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models2607.19847v1 · Yurong Liu, Yeye He, Haoyu Dong et al.2026 · 0 citationsarXiv
Auto-Relate: A Unified Approach to Discovering Reliable Functional Relationships Leveraging Statistical Tests2606.07060v1 · Ziyan Han, Yeye He, Shuyuan Kang et al.2026 · 0 citationsarXiv
Evaluating the Practical Effectiveness of LLM-Driven Index Tuning on Microsoft SQL Server2603.09181v3 · Xiaoying Wang, Wentao Wu, Vivek Narasayya et al.2026 · 1 citationarXiv
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark2506.05587v4 · Junjie Xing, Yeye He, Mengyu Zhou et al.2025 · 2 citationsarXiv
Wii: Dynamic Budget Reallocation In Index Tuning2505.02312v1 · Xiaoying Wang, Wentao Wu, Chi Wang et al.2025 · 8 citationsarXiv
Esc: An Early-stopping Checker for Budget-aware Index Tuning2505.02876v1 · Xiaoying Wang, Wentao Wu, Vivek Narasayya et al.2025 · 1 citationarXiv
MINT: Multi-Vector Search Index Tuning2504.20018v3 · Jiongli Zhu, Yue Wang, Bailu Ding et al.2025 · 1 citationarXiv
The Cambridge Report on Database Research2504.11259v1 · Anastasia Ailamaki, Samuel Madden, Daniel Abadi et al.2025 · 4 citationsarXiv
Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence2504.11627v1 · Eugenie Y. Lai, Yeye He, Surajit Chaudhuri2025 · 2 citationsarXiv
Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables2504.10762v1 · Qixu Chen, Yeye He, Raymond Chi-Wing Wong et al.2025 · 4 citationsarXiv
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning2410.12164v2 · Junjie Xing, Yeye He, Mengyu Zhou et al.2024 · 2 citationsarXiv
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations2404.12608v1 · Sibei Chen, Yeye He, Weiwei Cui et al.2024 · 4 citationsarXiv
Table-GPT: Table-tuned GPT for Diverse Table Tasks2310.09263v1 · Peng Li, Yeye He, Dror Yashar et al.2023 · 10 citationsarXiv
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples2307.14565v2 · Peng Li, Yeye He, Cong Yan et al.2023 · 14 citationsarXiv
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph2306.12515v1 · Yiming Lin, Yeye He, Surajit Chaudhuri2023 · 10 citationsarXiv
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines2306.02421v1 · Dezhan Tu, Yeye He, Weiwei Cui et al.2023 · 14 citationsarXiv
Auto-Tag: Tagging-Data-By-Example in Data Lakes2112.06049v1 · Yeye He, Jie Song, Yue Wang et al.2021 · 1 citationarXiv
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics2107.11967v2 · Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya2021 · 1 citationarXiv
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search2106.13861v2 · Junwen Yang, Yeye He, Surajit Chaudhuri2021 · 1 citationarXiv
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples2103.04489v1 · Peng Li, Xiang Cheng, Xu Chu et al.2021 · 7 citationsarXiv
Bitvector-aware Query Optimization for Decision Support Queries (extended version)2005.03328v1 · Bailu Ding, Surajit Chaudhuri, Vivek Narasayya2020 · 1 citationarXiv
TableQnA: Answering List Intent Queries With Web Tables2001.04828v1 · Kaushik Chakrabarti, Zhimin Chen, Siamak Shakeri et al.2020 · 10 citationsarXiv
Petabytes to Science1905.05116v2 · Amanda E. Bauer, Eric C. Bellm, Adam S. Bolton et al.2019 · 3 citationsarXiv
ABC: Efficient Selection of Machine Learning Configuration on Large Dataset1811.03250v2 · Silu Huang, Chi Wang, Bolin Ding et al.2018 · 0 citationsarXiv
DataSlicer: Task-Based Data Selection for Visual Data Exploration1703.09218v1 · Farid Alborzi, Surajit Chaudhuri, Rada Chirkova et al.2017 · 2 citationsarXiv
Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers1409.1292v1 · Mohan Yang, Bolin Ding, Surajit Chaudhuri et al.2014 · 35 citationsarXiv
Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques1208.0278v1 · Jiexing Li, Arnd Christian Konig, Vivek Narasayya et al.2012 · 118 citationsProceedings of the VLDB Endowment (PVLDB), Vol. 5, No. 11, pp. 1555-1566 (2012)
A Statistical Approach Towards Robust Progress Estimation1201.0234v1 · Arnd Christian Konig, Bolin Ding, Surajit Chaudhuri et al.2011 · 17 citationsProceedings of the VLDB Endowment (PVLDB), Vol. 5, No. 4, pp. 382-393 (2011)
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totalscs/0701155v1 · Jim Gray, Surajit Chaudhuri, Adam Bosworth et al.2007 · 2,144 citationsData Mining and Knowledge Discovery 1(1): 29-53 (1997)
Career total: 425 works. 32 are in this corpus.
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