Eugene Wu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 112

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J. D. Zamfirescu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu
SPADE: Synthesizing Assertions for Large Language Model Pipelines. CoRR (2024)
Zezhou Huang, Eugene Wu
Cocoon: Semantic Table Profiling Using Large Language Models. HILDA@SIGMOD (2024)
Zezhou Huang, Eugene Wu
Cocoon: Semantic Table Profiling Using Large Language Models. CoRR (2024)
Jiaxiang Liu, Zezhou Huang, Eugene Wu
SET: Searching Effective Supervised Learning Augmentations in Large Tabular Data Repositories. GUIDE-AI@SIGMOD (2024)
Eugene Wu, Remco Chang
Design-Specific Transformations in Visualization. CoRR (2024)
Zezhou Huang, Jiaxiang Liu, Haonan Wang, Eugene Wu
The Fast and the Private: Task-based Dataset Search. CIDR (2024)
Haneen Mohammed, Alexander Yao, Lampros Flokas, Hongbin Zhong, Charlie Summers, Eugene Wu
Accelerating Deletion Interventions on OLAP Workload. ICDE (2024)
Zezhou Huang, Eugene Wu
Relationalizing Tables with Large Language Models: The Promise and Challenges. ICDEW (2024)
Yiming Lin, Madelon Hulsebos, Ruiying Ma, Shreya Shankar, Sepanta Zeighami, Aditya G. Parameswaran, Eugene Wu
Towards Accurate and Efficient Document Analytics with Large Language Models. CoRR (2024)
Zezhou Huang, Rathijit Sen, Jiaxiang Liu, Eugene Wu
JoinBoost: Grow Trees Over Normalized Data Using Only SQL. Proc. VLDB Endow. 16 (11) (2023)
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them. CoRR (2023)
Zezhou Huang, Eugene Wu
Lightweight Materialization for Fast Dashboards Over Joins. Proc. ACM Manag. Data 1 (4) (2023)
Zezhou Huang, Eugene Wu
Lightweight Materialization for Fast Dashboards Over Joins. CoRR (2023)
Sam Lau, Sean Kross, Eugene Wu, Philip J. Guo
Teaching Data Science by Visualizing Data Table Transformations: Pandas Tutor for Python, Tidy Data Tutor for R, and SQL Tutor. DataEd@SIGMOD (2023)
Zezhou Huang, Jiaxiang Liu, Daniel Alabi, Raul Castro Fernandez, Eugene Wu
Saibot: A Differentially Private Data Search Platform. Proc. VLDB Endow. 16 (11) (2023)
Yiru Chen, Jeffrey Tao, Eugene Wu
DIG: The Data Interface Grammar. CoRR (2023)
Yiru Chen, Jeffrey Tao, Eugene Wu
DIG: The Data Interface Grammar. HILDA@SIGMOD (2023)
Stephen Xia, Minghui Zhao, Charuvahan Adhivarahan, Kaiyuan Hou, Yuyang Chen, Jingping Nie, Eugene Wu, Karthik Dantu, Xiaofan Jiang
Anemoi: A Low-cost Sensorless Indoor Drone System for Automatic Mapping of 3D Airflow Fields. MobiCom (2023)
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them. HILDA@SIGMOD (2023)
Haneen Mohammed, Charlie Summers, Sughosh Kaushik, Eugene Wu
SmokedDuck Demonstration: SQLStepper. SIGMOD Conference Companion (2023)
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
Data Ambiguity Strikes Back: How Documentation Improves GPT's Text-to-SQL. CoRR (2023)
Zezhou Huang, Rathijit Sen, Jiaxiang Liu, Eugene Wu
JoinBoost: Grow Trees Over Normalized Data Using Only SQL. CoRR (2023)
Zezhou Huang, Jiaxiang Liu, Haonan Wang, Eugene Wu
The Fast and the Private: Task-based Dataset Search. CoRR (2023)
Zezhou Huang, Pavan Kalyan Damalapati, Rathijit Sen, Eugene Wu
Random Forests over normalized data in CPU-GPU DBMSes. DaMoN (2023)
Zezhou Huang, Jiaxiang Liu, Daniel Alabi, Raul Castro Fernandez, Eugene Wu
Saibot: A Differentially Private Data Search Platform. CoRR (2023)
Yunhai Wang, Yuchun Wang, Xin Chen, Yue Zhao, Fan Zhang, Eugene Wu, Chi-Wing Fu, Xiaohui Yu
OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series. Proc. ACM Manag. Data 1 (2) (2023)
Zezhou Huang, Pranav Subramaniam, Raul Castro Fernandez, Eugene Wu
Kitana: Efficient Data Augmentation Search for AutoML. CoRR (2023)
Shelly Cheng, Hazel Zhu, Eugene Wu
How Do Captions Affect Visualization Reading? CoRR (2022)
Eugene Wu
Extending the View Composition Algebra to Hierarchical Data. CoRR (2022)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu
DIEL: Interactive Visualization Beyond the Here and Now. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu
Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD Conference (2022)
Zezhou Huang, Eugene Wu
Reptile: Aggregation-level Explanations for Hierarchical Data. SIGMOD Conference (2022)
Ashley Suh, Yilan Jiang, Abigail Mosca, Eugene Wu, Remco Chang
A Grammar for Hypothesis-Driven Visual Analysis. CoRR (2022)
Zezhou Huang, Eugene Wu
Calibration: A Simple Trick for Wide-table Delta Analytics. CoRR (2022)
Eugene Wu
View Composition Algebra for Ad Hoc Comparison. CoRR (2022)
Marianne Procopio, Abigail Mosca, Carlos Scheidegger, Eugene Wu, Remco Chang
Impact of Cognitive Biases on Progressive Visualization. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
Eugene Wu
View Composition Algebra for Ad Hoc Comparison. IEEE Trans. Vis. Comput. Graph. 28 (6) (2022)
Lampros Flokas, Weiyuan Wu, Jiannan Wang, Nakul Verma, Eugene Wu
How I stopped worrying about training data bugs and started complaining. DEEM@SIGMOD (2022)
Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou
ConnectorX: Accelerating Data Loading From Databases to Dataframes. Proc. VLDB Endow. 15 (11) (2022)
Jeffrey Tao, Yiru Chen, Eugene Wu
Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook. SIGMOD Conference (2022)
Yiru Chen, Eugene Wu
PI2: End-to-end Interactive Visualization Interface Generation from Queries. SIGMOD Conference (2022)
Yiru Chen, Ryan Li, Austin Mac, Tianbao Xie, Tao Yu, Eugene Wu
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries. CoRR (2022)
Yanchen Liu, Minghui Zhao, Stephen Xia, Eugene Wu, Xiaofan Jiang
A sensorless drone-based system for mapping indoor 3D airflow gradients: demo abstract. MobiSys (2022)
Jeffrey Tao, Yiru Chen, Eugene Wu
Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook. CoRR (2022)
Jacob Fisher, Remco Chang, Eugene Wu
Automatic Y-axis Rescaling in Dynamic Visualizations. CoRR (2021)
Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu
Explaining Inference Queries with Bayesian Optimization. CoRR (2021)
Yiru Chen, Eugene Wu
PI2: Generating Visual Analysis Interfaces From Queries. CoRR (2021)
Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu
Enabling SQL-based Training Data Debugging for Federated Learning. Proc. VLDB Endow. 15 (3) (2021)
Robert Netzorg, Lauren Arnett, Augustin Chaintreau, Eugene Wu
PopFactor: Live-Streamer Behavior and Popularity. ICWSM (2021)
Zezhou Huang, Eugene Wu
Reptile: Aggregation-level Explanations for Hierarchical Data. CoRR (2021)
Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu
Explaining Inference Queries with Bayesian Optimization. Proc. VLDB Endow. 14 (11) (2021)
Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu
From Cleaning before ML to Cleaning for ML. IEEE Data Eng. Bull. 44 (1) (2021)
Iddo Drori, Sunny Tran, Roman Wang, Newman Cheng, Kevin Liu, Leonard Tang, Elizabeth Ke, Nikhil Singh, Taylor L. Patti, Jayson Lynch, Avi Shporer, Nakul Verma, Eugene Wu, Gilbert Strang
A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More. CoRR (2021)
Jacob Fisher, Remco Chang, Eugene Wu
Automatic Y-axis Rescaling in Dynamic Visualizations. IEEE VIS (Short Papers) (2021)
Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu
Enabling SQL-based Training Data Debugging for Federated Learning. CoRR (2021)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
Facilitating Exploration with Interaction Snapshots under High Latency. IEEE VIS (Short Papers) (2020)
Liang Zhao, Qingcan Li, Pei Wang, Jiannan Wang, Eugene Wu
ActiveDeeper: A Model-based Active Data Enrichment System. Proc. VLDB Endow. 13 (12) (2020)
Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang
Complaint-driven Training Data Debugging for Query 2.0. SIGMOD Conference (2020)
Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang
Complaint-driven Training Data Debugging for Query 2.0. CoRR (2020)
Haneen Mohammed, Ziyun Wei, Eugene Wu, Ravi Netravali
Continuous Prefetch for Interactive Data Applications. CoRR (2020)
Haneen Mohammed, Ziyun Wei, Ravi Netravali, Eugene Wu
Continuous Prefetch for Interactive Data Applications. Proc. VLDB Endow. 13 (11) (2020)
Yiru Chen, Eugene Wu
Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces. CoRR (2020)
Lana Ramjit, Zhaoning Kong, Ravi Netravali, Eugene Wu
Physical Visualization Design. SIGMOD Conference (2020)
Nan Tang, Eugene Wu, Guoliang Li
Towards Democratizing Relational Data Visualization. SIGMOD Conference (2019)
Matteo Interlandi, Ravi Netravali, Lana Ramjit, Eugene Wu
Acorn: Aggressive Result Caching in Distributed Data Processing Frameworks. SoCC (2019)
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
DIEL: Transparent Scaling for Interactive Visualization. CoRR (2019)
Qianrui Zhang, Haoci Zhang, Thibault Sellam, Eugene Wu
Mining Precision Interfaces From Query Logs. SIGMOD Conference (2019)
Thibault Sellam, Kevin Lin, Ian Yiran Huang, Michelle Yang, Carl Vondrick, Eugene Wu
DeepBase: Deep Inspection of Neural Networks. SIGMOD Conference (2019)
Marianne Procopio, Carlos Scheidegger, Eugene Wu, Remco Chang
Selective Wander Join: Fast Progressive Visualizations for Data Joins. Informatics 6 (1) (2019)
Eugene Wu
Crazy Idea! Databases ⨝ Reinforcement-learning Research (CIDR2). CIDR (2019)
Sanjay Krishnan, Eugene Wu
AlphaClean: Automatic Generation of Data Cleaning Pipelines. CoRR (2019)
Lana Ramjit, Matteo Interlandi, Eugene Wu, Ravi Netravali
Acorn: Aggressive Result Caching in Distributed Data Processing Frameworks. SoCC (2019)
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
Programming with Timespans in Interactive Visualizations. CoRR (2019)
Pei Wang, Ryan Shea, Jiannan Wang, Eugene Wu
Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment. SIGMOD Conference (2019)
Gabriel Ryan, Abigail Mosca, Remco Chang, Eugene Wu
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Lauren Arnett, Robert Netzorg, Augustin Chaintreau, Eugene Wu
Cross-platform Interactions and Popularity in the Live-streaming Community. CHI Extended Abstracts (2019)
Qianrui Zhang, Haoci Zhang, Thibault Sellam, Eugene Wu
Mining Precision Interfaces From Query Logs. CoRR (2019)
Pei Wang, Yongjun He, Ryan Shea, Jiannan Wang, Eugene Wu
Deeper: A Data Enrichment System Powered by Deep Web. SIGMOD Conference (2018)
Gabriel Ryan, Abigail Mosca, Remco Chang, Eugene Wu
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity. CoRR (2018)
Yifan Wu, Larry Xu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
Making Sense of Asynchrony in Interactive Data Visualizations. CoRR (2018)
Fotis Psallidas, Eugene Wu
Smoke: Fine-grained Lineage at Interactive Speed. Proc. VLDB Endow. 11 (6) (2018)
Michael J. Cafarella, Alon Y. Halevy, Hongrae Lee, Jayant Madhavan, Cong Yu, Daisy Zhe Wang, Eugene Wu
Ten Years of WebTables. Proc. VLDB Endow. 11 (12) (2018)
Thibault Sellam, Kevin Lin, Ian Yiran Huang, Michelle Yang, Carl Vondrick, Eugene Wu
DeepBase: Deep Inspection of Neural Networks. CoRR (2018)
Fotis Psallidas, Eugene Wu
Provenance for Interactive Visualizations. HILDA@SIGMOD (2018)
Fotis Psallidas, Eugene Wu
Provenance for Interactive Visualizations. CoRR (2018)
Fotis Psallidas, Eugene Wu
Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications. SIGMOD Conference (2018)
Haoci Zhang, Viraj Raj, Thibault Sellam, Eugene Wu
Precision Interfaces for Different Modalities. SIGMOD Conference (2018)
Fotis Psallidas, Eugene Wu
Smoke: Fine-grained Lineage at Interactive Speed. CoRR (2018)
Robert Netzorg, Lauren Arnett, Augustin Chaintreau, Eugene Wu
PopFactor: Live-Streamer Behavior and Popularity. CoRR (2018)
Hamed Nilforoshan, Eugene Wu
Leveraging Quality Prediction Models for Automatic Writing Feedback. ICWSM (2018)
Hamed Nilforoshan, Jiannan Wang, Eugene Wu
PreCog: Improving Crowdsourced Data Quality Before Acquisition. CoRR (2017)
Eugene Wu
CIDR: Chat-oriented Innovations in Database Research. CIDR (2017)
Oliver Kennedy, D. Richard Hipp, Stratos Idreos, Amélie Marian, Arnab Nandi, Carmela Troncoso, Eugene Wu
Small Data. ICDE (2017)
Haoci Zhang, Thibault Sellam, Eugene Wu
Mining Precision Interfaces From Query Logs. CoRR (2017)
Hamed Nilforoshan, James Sands, Kevin Lin, Rahul Khanna, Eugene Wu
Dialectic: Enhancing Text Input Fields with Automatic Feedback to Improve Social Content Writing Quality. CoRR (2017)
Xiaolan Wang, Alexandra Meliou, Eugene Wu
QFix: Diagnosing Errors through Query Histories. SIGMOD Conference (2017)
Sanjay Krishnan, Eugene Wu
PALM: Machine Learning Explanations For Iterative Debugging. HILDA@SIGMOD (2017)
Haoci Zhang, Thibault Sellam, Eugene Wu
Precision Interfaces. HILDA@SIGMOD (2017)
Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Eugene Wu
BoostClean: Automated Error Detection and Repair for Machine Learning. CoRR (2017)
Eugene Wu, Fotis Psallidas, Zhengjie Miao, Haoci Zhang, Laura Rettig
Combining Design and Performance in a Data Visualization Management System. CIDR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eugene Wu