Zezhou Huang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Step By Step Instructions

Semantically Meaningful

Top Venues

Proc. VLDB Endow.

GUIDE-AI@SIGMOD

Publications

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)
Zezhou Huang
Disambiguate Entity Matching using Large Language Models through Relation Discovery. GUIDE-AI@SIGMOD (2024)
Jiaxiang Liu, Zezhou Huang, Eugene Wu
SET: Searching Effective Supervised Learning Augmentations in Large Tabular Data Repositories. GUIDE-AI@SIGMOD (2024)
Zezhou Huang, Jiaxiang Liu, Haonan Wang, Eugene Wu
The Fast and the Private: Task-based Dataset Search. CIDR (2024)
Zezhou Huang
Disambiguate Entity Matching through Relation Discovery with Large Language Models. CoRR (2024)
Zezhou Huang, Eugene Wu
Relationalizing Tables with Large Language Models: The Promise and Challenges. ICDEW (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)
Zezhou Huang, Jiaxiang Liu, Daniel Alabi, Raul Castro Fernandez, Eugene Wu
Saibot: A Differentially Private Data Search Platform. Proc. VLDB Endow. 16 (11) (2023)
Zezhou Huang, Pavan Kalyan Damalapati, Eugene Wu
Aggregation Consistency Errors in Semantic Layers and How to Avoid Them. HILDA@SIGMOD (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)
Zezhou Huang, Pranav Subramaniam, Raul Castro Fernandez, Eugene Wu
Kitana: Efficient Data Augmentation Search for AutoML. CoRR (2023)
Zezhou Huang, Eugene Wu
Reptile: Aggregation-level Explanations for Hierarchical Data. SIGMOD Conference (2022)
Zezhou Huang, Eugene Wu
Calibration: A Simple Trick for Wide-table Delta Analytics. CoRR (2022)
Zezhou Huang, Eugene Wu
Reptile: Aggregation-level Explanations for Hierarchical Data. CoRR (2021)