EW
Eugene Wu
cs.DBcs.HCcs.AIcs.LGcs.CRcs.CLand generating questionsansweringcs.DScs.ET
On Valency
published · living versionsW_pdnqtuth·v1 · currentpublished
ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models
with Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg
1 version
Preprints & journals
66 papers in the corpus · 2007–2026Data Flow Control: Data Safety Policies for AI Agents2606.05679v1 · Charlie Summers, Eugene Wu2026 · 0 citationsarXiv
Human-Data Interaction, Exploration, and Visualization in the AI Era: Challenges and Opportunities2603.05542v1 · Jean-Daniel Fekete, Yifan Hu, Dominik Moritz et al.2026 · 0 citationsarXiv
A Decade of Systems for Human Data Interaction2511.15585v2 · Eugene Wu, Yiru Chen, Haneen Mohammed et al.2025 · 1 citationarXiv
Please Don't Kill My Vibe: Empowering Agents with Data Flow Control2512.05374v1 · Charlie Summers, Haneen Mohammed, Eugene Wu2025 · 0 citationsarXiv
Where Does Academic Database Research Go From Here?2504.08948v3 · Eugene Wu, Raul Castro Fernandez2025 · 1 citationarXiv
Steering Semantic Data Processing With DocWrangler2504.14764v1 · Shreya Shankar, Bhavya Chopra, Mawil Hasan et al.2025 · 0 citationsarXiv
A Formalism and Library for Database Visualization2504.08979v1 · Eugene Wu, Xiang Yu Tuang, Antonio Li et al.2025 · 0 citationsarXiv
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing2410.12189v3 · Shreya Shankar, Tristan Chambers, Tarak Shah et al.2024 · 32 citationsarXiv
A Simple and Fast Way to Handle Semantic Errors in Transactions2412.12493v1 · Jinghan Zeng, Eugene Wu, Sanjay Krishnan2024 · 0 citationsarXiv
EmpireDB: Data System to Accelerate Computational Sciences2412.10546v1 · Daniel Alabi, Eugene Wu2024 · 1 citationarXiv
Database Theory + X: Database Visualization2412.04101v1 · Eugene Wu2024 · 0 citationsarXiv
PI2: End-to-end Interactive Visualization Interface Generation from Queries2107.08203v6 · Yiru Chen, Eugene Wu2021 · 27 citationsSIGMOD '22: Proceedings of the 2022 International Conference on Management of Data
Data Cleaning Using Large Language Models2410.15547v1 · Shuo Zhang, Zezhou Huang, Eugene Wu2024 · 12 citationsarXiv
Design-Specific Transformations in Visualization2407.06404v2 · Eugene Wu, Remco Chang2024 · 0 citationsarXiv
Towards Accurate and Efficient Document Analytics with Large Language Models2405.04674v1 · Yiming Lin, Madelon Hulsebos, Ruiying Ma et al.2024 · 3 citationsarXiv
Cocoon: Semantic Table Profiling Using Large Language Models2404.12552v1 · Zezhou Huang, Eugene Wu2024 · 9 citationsarXiv
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines2401.03038v2 · Shreya Shankar, Haotian Li, Parth Asawa et al.2024 · 24 citationsarXiv
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity.30137006 · Ryan, Gabriel, Mosca, Abigail, Chang, Remco et al.2024 · 37 citationsIEEE transactions on visualization and computer graphics. 2018
Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance2312.14943v1 · Tejit Pabari, Beth Tellman, Giannis Karamanolakis et al.2023 · 3 citationsarXiv
Data Ambiguity Strikes Back: How Documentation Improves GPT's Text-to-SQL2310.18742v1 · Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu2023 · 3 citationsarXiv
Lightweight Materialization for Fast Dashboards Over Joins2308.12480v1 · Zezhou Huang, Eugene Wu2023 · 2 citationsSIGMOD 2024
The Fast and the Private: Task-based Dataset Search2308.05637v2 · Zezhou Huang, Jiaxiang Liu, Haonan Wang et al.2023 · 2 citationsarXiv
DIG: The Data Interface Grammar2307.03336v2 · Yiru Chen, Jeffery Tao, Eugene Wu2023 · 2 citationsarXiv
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them2307.00417v1 · Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu2023 · 1 citationProceedings of the Workshop on Human-In-the-Loop Data Analytics 2023
JoinBoost: Grow Trees Over Normalized Data Using Only SQL2307.00422v1 · Zezhou Huang, Rathijit Sen, Jiaxiang Liu et al.2023 · 12 citationsVLDB 2023
Saibot: A Differentially Private Data Search Platform2307.00432v1 · Zezhou Huang, Jiaxiang Liu, Daniel Alabi et al.2023 · 3 citationsVLDB 2023
Kitana: Efficient Data Augmentation Search for AutoML2305.10419v1 · Zezhou Huang, Pranav Subramaniam, Raul Castro Fernandez et al.2023 · 1 citationarXiv
A Grammar of Hypotheses for Visualization, Data, and Analysis2204.14267v2 · Ashley Suh, Ab Mosca, Eugene Wu et al.2022 · 1 citationarXiv
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries2209.08834v2 · Yiru Chen, Ryan Li, Austin Mac et al.2022 · 2 citationsIEEE Visualization Conference NLVIZ Workshop 2022
Calibration: A Simple Trick for Wide-table Delta Analytics2210.03851v1 · Zezhou Huang, Eugene Wu2022 · 0 citationsarXiv
How Do Captions Affect Visualization Reading?2205.01263v5 · Hanxiu 'Hazel' Zhu, Shelly Shiying Cheng, Eugene Wu2022 · 4 citationsarXiv
Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook2201.05664v1 · Jeffrey Tao, Yiru Chen, Eugene Wu2022 · 3 citationsSIGMOD '22: Proceedings of the 2022 International Conference on Management of Data
A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level2112.15594v4 · Iddo Drori, Sarah Zhang, Reece Shuttleworth et al.2021 · 190 citationsarXiv
Extending the View Composition Algebra to Hierarchical Data2205.01283v1 · Eugene Wu2022 · 0 citationsarXiv
View Composition Algebra for Ad Hoc Comparison2202.07836v1 · Eugene Wu2022 · 4 citationsarXiv
Automatic Y-axis Rescaling in Dynamic Visualizations2109.09618v1 · Jacob Fisher, Remco Chang, Eugene Wu2021 · 1 citationarXiv
Enabling SQL-based Training Data Debugging for Federated Learning2108.11884v1 · Yejia Liu, Weiyuan Wu, Lampros Flokas et al.2021 · 13 citationsarXiv
DIEL: Interactive Visualization Beyond the Here and Now1907.00062v2 · Yifan Wu, Remco Chang, Joseph Hellerstein et al.2019 · 10 citationsarXiv
Explaining Inference Queries with Bayesian Optimization2102.05308v2 · Brandon Lockhart, Jinglin Peng, Weiyuan Wu et al.2021 · 8 citationsarXiv
Reptile: Aggregation-level Explanations for Hierarchical Data2103.07037v1 · Zezhou Huang, Eugene Wu2021 · 6 citationsarXiv
Collaborative Data Analytics with DataHub.26844007 · Bhardwaj, Anant, Karger, David, Subramanyam, Harihar et al.2020 · 56 citationsProceedings of the VLDB Endowment. International Conference on Very Large Data Bases. 2015;8(12):1916-1919
Facilitating Exploration with Interaction Snapshots under High Latency1806.01499v2 · Yifan Wu, Remco Chang, Joseph M. Hellerstein et al.2018 · 8 citationsarXiv
Continuous Prefetch for Interactive Data Applications2007.07858v1 · Haneen Mohammed, Ziyun Wei, Eugene Wu et al.2020 · 6 citationsarXiv
Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces2001.01902v2 · Yiru Chen, Eugene Wu2020 · 2 citationsarXiv
Programming with Timespans in Interactive Visualizations1907.00075v1 · Yifan Wu, Remco Chang, Eugene Wu et al.2019 · 0 citationsarXiv
AlphaClean: Automatic Generation of Data Cleaning Pipelines1904.11827v2 · Sanjay Krishnan, Eugene Wu2019 · 33 citationsarXiv
Mining Precision Interfaces From Query Logs1904.02344v2 · Qianrui Zhang, Haoci Zhang, Thibault Sellam et al.2019 · 12 citationsarXiv
DeepBase: Deep Inspection of Neural Networks1808.04486v4 · Thibault Sellam, Kevin Lin, Ian Yiran Huang et al.2018 · 1 citationarXiv
PopFactor: Live-Streamer Behavior and Popularity1812.03379v1 · Robert Netzorg, Lauren Arnett, Augustin Chaintreau et al.2018 · 4 citationsarXiv
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity1811.03180v1 · Gabriel Ryan, Abigail Mosca, Remco Chang et al.2018 · 37 citationsarXiv
Career total: 174 works. 66 are in this corpus.Showing the 50 most recent.
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