Zezhou Huang

30 papers A 1C 1Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A decade of systems for human data interaction.
Inf. Syst.
Eugene Wu, Yiru Chen, Haneen Mohammed, Zezhou Huang
2025 J jnl
A Decade of Systems for Human Data Interaction.
CoRR
Eugene Wu, Yiru Chen, Haneen Mohammed, Zezhou Huang
2025 — conf
Data Cleaning Using Large Language Models.
ICDEW
Shuo Zhang, Zezhou Huang, Eugene Wu
2025 J jnl
GPU Acceleration of SQL Analytics on Compressed Data.
CoRR
Zezhou Huang, Krystian Sakowski, Hans Lehnert, Wei Cui, Carlo Curino, Matteo Interlandi, Marius Dumitru, Rathijit Sen
2025 J jnl
GPU Acceleration of SQL Analytics on Compressed Data.
Proc. VLDB Endow.
Zezhou Huang, Krystian Sakowski, Hans Lehnert, Wei Cui, Carlo Curino, Matteo Interlandi, Marius Dumitru, Rathijit Sen
2025 J jnl
Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets.
CoRR
Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake M. Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M. Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
2024 — conf
Cocoon: Semantic Table Profiling Using Large Language Models.
HILDA@SIGMOD
Zezhou Huang, Eugene Wu
2024 J jnl
Cocoon: Semantic Table Profiling Using Large Language Models.
CoRR
Zezhou Huang, Eugene Wu
2024 J jnl
Data Cleaning Using Large Language Models.
CoRR
Shuo Zhang, Zezhou Huang, Eugene Wu
2024 J jnl
Disambiguate Entity Matching through Relation Discovery with Large Language Models.
CoRR
Zezhou Huang
2024 — conf
Disambiguate Entity Matching using Large Language Models through Relation Discovery.
GUIDE-AI@SIGMOD
Zezhou Huang
2024 — conf
Relationalizing Tables with Large Language Models: The Promise and Challenges.
ICDEW
Zezhou Huang, Eugene Wu
2024 — conf
SET: Searching Effective Supervised Learning Augmentations in Large Tabular Data Repositories.
GUIDE-AI@SIGMOD
Jiaxiang Liu, Zezhou Huang, Eugene Wu
2024 A conf
The Fast and the Private: Task-based Dataset Search.
CIDR
Zezhou Huang, Jiaxiang Liu, Haonan Wang, Eugene Wu
2024 — conf
Transform Table to Database Using Large Language Models.
VLDB Workshops
Zezhou Huang, Jia Guo, Eugene Wu
2023 — conf
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them.
HILDA@SIGMOD
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
2023 J jnl
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them.
CoRR
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
2023 J jnl
Data Ambiguity Strikes Back: How Documentation Improves GPT's Text-to-SQL.
CoRR
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
2023 J jnl
JoinBoost: Grow Trees Over Normalized Data Using Only SQL.
CoRR
Zezhou Huang, Rathijit Sen, Jiaxiang Liu, Eugene Wu
2023 J jnl
JoinBoost: Grow Trees Over Normalized Data Using Only SQL.
Proc. VLDB Endow.
Zezhou Huang, Rathijit Sen, Jiaxiang Liu, Eugene Wu
2023 J jnl
Kitana: Efficient Data Augmentation Search for AutoML.
CoRR
Zezhou Huang, Pranav Subramaniam, Raul Castro Fernandez, Eugene Wu
2023 J jnl
Lightweight Materialization for Fast Dashboards Over Joins.
CoRR
Zezhou Huang, Eugene Wu
2023 J jnl
Lightweight Materialization for Fast Dashboards Over Joins.
Proc. ACM Manag. Data
Zezhou Huang, Eugene Wu
2023 C conf
Random Forests over normalized data in CPU-GPU DBMSes.
DaMoN
Zezhou Huang, Pavan Kalyan Damalapati, Rathijit Sen, Eugene Wu
2023 J jnl
Saibot: A Differentially Private Data Search Platform.
CoRR
Zezhou Huang, Jiaxiang Liu, Daniel Alabi, Raul Castro Fernandez, Eugene Wu
2023 J jnl
Saibot: A Differentially Private Data Search Platform.
Proc. VLDB Endow.
Zezhou Huang, Jiaxiang Liu, Daniel Alabi, Raul Castro Fernandez, Eugene Wu
2023 J jnl
The Fast and the Private: Task-based Dataset Search.
CoRR
Zezhou Huang, Jiaxiang Liu, Haonan Wang, Eugene Wu
2022 J jnl
Calibration: A Simple Trick for Wide-table Delta Analytics.
CoRR
Zezhou Huang, Eugene Wu
2022 — conf
Reptile: Aggregation-level Explanations for Hierarchical Data.
SIGMOD Conference
Zezhou Huang, Eugene Wu
2021 J jnl
Reptile: Aggregation-level Explanations for Hierarchical Data.
CoRR
Zezhou Huang, Eugene Wu