Yeounoh Chung

According to our database, Yeounoh Chung authored at least 24 papers between 2013 and 2026.

Collaborative distances:

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2026

100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models.

Yeounoh Chung, Rushabh Desai, Jian He, Yu Xiao, Thibaud Hottelier, Yves-Laurent Kom Samo, Pushkar Khadilkar, Xianshun Chen, Sam Idicula, Fatma Özcan, Alon Y. Halevy, Yannis Papakonstantinou

CoRR, March, 2026

Fine-Grained Table Retrieval Through the Lens of Complex Queries.

Wojciech Kosiuk, Xingyu Ji, Yeounoh Chung, Fatma Özcan, Madelon Hulsebos

CoRR, March, 2026

Architecting the AI-Powered Agentic Data Cloud.

Yeounoh Chung, Thibaud Hottelier, Cosmin Arad, Brenton Milne, Per Jacobsson, Sam Idicula, Fatma Özcan, Alon Y. Halevy, Yannis Papakonstantinou

IEEE Data Eng. Bull., 2026

2025

Multi-Objective Agentic Rewrites for Unstructured Data Processing.

Lindsey Linxi Wei, Shreya Shankar, Sepanta Zeighami, Yeounoh Chung, Fatma Özcan, Aditya G. Parameswaran

CoRR, December, 2025

Cortex: Workflow-Aware Resource Pooling and Scheduling for Agentic Serving.

Nikos Pagonas, Yeounoh Chung, Kostis Kaffes, Arvind Krishnamurthy

CoRR, October, 2025

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL.

Yeounoh Chung, Gaurav Tarlok Kakkar, Yu Gan, Brenton Milne, Fatma Ozcan

Proc. VLDB Endow., April, 2025

High-Fidelity And Complex Test Data Generation For Real-World SQL Code Generation Services.

Shivasankari Kannan, Yeounoh Chung, Amita Gondi, Tristan Swadell, Fatma Ozcan

CoRR, April, 2025

LLMs and Databases: A Synergistic Approach to Data Utilization.

Fatma Ozcan, Yeounoh Chung, Yannis Chronis, Yu Gan, Yawen Wang, Carsten Binnig, Johannes Wehrstein, Gaurav Tarlok Kakkar, Sami Abu-el-haija

IEEE Data Eng. Bull., 2025

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.

Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2020

Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach.

Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang

IEEE Trans. Knowl. Data Eng., 2020

2019

Quantifying Uncertainty in Data Exploration.

Yeounoh Chung

PhD thesis, 2019

Democratizing Data Science through Interactive Curation of ML Pipelines.

Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska

Proceedings of the 2019 International Conference on Management of Data, 2019

Slice Finder: Automated Data Slicing for Model Validation.

Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Improved Neighborhood Search for Collaborative Filtering.

Yeounoh Chung, Noo-Ri Kim, Chang Yong Park

Int. J. Fuzzy Log. Intell. Syst., 2018

Towards Quantifying Uncertainty in Data Analysis & Exploration.

Yeounoh Chung, Sacha Servan-Schreiber, Emanuel Zgraggen, Tim Kraska

IEEE Data Eng. Bull., 2018

Unknown Examples & Machine Learning Model Generalization.

Yeounoh Chung, Peter J. Haas, Eli Upfal, Tim Kraska

CoRR, 2018

Slice Finder: Automated Data Slicing for Model Validation.

Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Steven Euijong Whang

CoRR, 2018

Towards Interactive Curation & Automatic Tuning of ML Pipelines.

Carsten Binnig, Benedetto Buratti, Yeounoh Chung, Cyrus Cousins, Tim Kraska, Zeyuan Shang, Eli Upfal, Robert C. Zeleznik, Emanuel Zgraggen

Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, 2018

2017

A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets.

Yeounoh Chung, Sanjay Krishnan, Tim Kraska

Proc. VLDB Endow., 2017

Towards Interactive Data Exploration.

Carsten Binnig, Fuat Basik, Benedetto Buratti, Ugur Çetintemel, Yeounoh Chung, Andrew Crotty, Cyrus Cousins, Dylan Ebert, Philipp Eichmann, Alex Galakatos, Benjamin Hättasch, Amir Ilkhechi, Tim Kraska, Zeyuan Shang, Isabella Tromba, Arif Usta, Prasetya Ajie Utama, Eli Upfal, Linnan Wang, Nathaniel Weir, Robert C. Zeleznik, Emanuel Zgraggen

Proceedings of the Real-Time Business Intelligence and Analytics, 2017

2016

Estimating the Impact of Unknown Unknowns on Aggregate Query Results.

Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Using RDMA for Lock Management.

Yeounoh Chung, Erfan Zamanian

CoRR, 2015

A Behavior Analysis-Based Game Bot Detection Approach Considering Various Play Styles.

Yeounoh Chung, Chang Yong Park, Noo-Ri Kim, Hana Cho, Tae Bok Yoon, Hunjoo Lee, Jee-Hyong Lee

CoRR, 2015

2013

Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert Identification.

Yeounoh Chung, Hye-Wuk Jung, Jaekwang Kim, Jee-Hyong Lee

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013