Yeounoh Chung

28 papers A* 2Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models.
CoRR
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
2026 J jnl
Fine-Grained Table Retrieval Through the Lens of Complex Queries.
CoRR
Wojciech Kosiuk, Xingyu Ji, Yeounoh Chung, Fatma Özcan, Madelon Hulsebos
2025 A* conf
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.
ICLR
Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik
2025 J jnl
Cortex: Workflow-Aware Resource Pooling and Scheduling for Agentic Serving.
CoRR
Nikos Pagonas, Yeounoh Chung, Kostis Kaffes, Arvind Krishnamurthy
2025 J jnl
High-Fidelity And Complex Test Data Generation For Real-World SQL Code Generation Services.
CoRR
Shivasankari Kannan, Yeounoh Chung, Amita Gondi, Tristan Swadell, Fatma Ozcan
2025 J jnl
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL.
CoRR
Yeounoh Chung, Gaurav Tarlok Kakkar, Yu Gan, Brenton Milne, Fatma Ozcan
2025 J jnl
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL.
Proc. VLDB Endow.
Yeounoh Chung, Gaurav Tarlok Kakkar, Yu Gan, Brenton Milne, Fatma Ozcan
2025 J jnl
LLMs and Databases: A Synergistic Approach to Data Utilization.
IEEE Data Eng. Bull.
Fatma Ozcan, Yeounoh Chung, Yannis Chronis, Yu Gan, Yawen Wang, Carsten Binnig, Johannes Wehrstein, Gaurav Tarlok Kakkar, Sami Abu-El-Haija
2025 J jnl
Multi-Objective Agentic Rewrites for Unstructured Data Processing.
CoRR
Lindsey Linxi Wei, Shreya Shankar, Sepanta Zeighami, Yeounoh Chung, Fatma Özcan, Aditya G. Parameswaran
2024 J jnl
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.
CoRR
Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik
2020 J jnl
Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach.
IEEE Trans. Knowl. Data Eng.
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang
2019 — conf
Democratizing Data Science through Interactive Curation of ML Pipelines.
SIGMOD Conference
Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska
2019 — —
Quantifying Uncertainty in Data Exploration.
Yeounoh Chung
2019 A* conf
Slice Finder: Automated Data Slicing for Model Validation.
ICDE
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang
2018 J jnl
Estimating the Impact of Unknown Unknowns on Aggregate Query Results.
ACM Trans. Database Syst.
Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska
2018 J jnl
Improved Neighborhood Search for Collaborative Filtering.
Int. J. Fuzzy Log. Intell. Syst.
Yeounoh Chung, Noo-Ri Kim, Chang Yong Park
2018 J jnl
Slice Finder: Automated Data Slicing for Model Validation.
CoRR
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Steven Euijong Whang
2018 — conf
Towards Interactive Curation & Automatic Tuning of ML Pipelines.
DEEM@SIGMOD
Carsten Binnig, Benedetto Buratti, Yeounoh Chung, Cyrus Cousins, Tim Kraska, Zeyuan Shang, Eli Upfal, Robert C. Zeleznik, Emanuel Zgraggen
2018 J jnl
Towards Quantifying Uncertainty in Data Analysis & Exploration.
IEEE Data Eng. Bull.
Yeounoh Chung, Sacha Servan-Schreiber, Emanuel Zgraggen, Tim Kraska
2018 J jnl
Unknown Examples & Machine Learning Model Generalization.
CoRR
Yeounoh Chung, Peter J. Haas, Eli Upfal, Tim Kraska
2017 J jnl
A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets.
Proc. VLDB Endow.
Yeounoh Chung, Sanjay Krishnan, Tim Kraska
2017 — conf
Towards Interactive Data Exploration.
BIRTE (Revised Selected Papers)
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
2016 J jnl
A Data Quality Metric (DQM): How to Estimate The Number of Undetected Errors in Data Sets.
CoRR
Yeounoh Chung, Sanjay Krishnan, Tim Kraska
2016 — conf
Estimating the Impact of Unknown Unknowns on Aggregate Query Results.
SIGMOD Conference
Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska
2015 J jnl
A Behavior Analysis-Based Game Bot Detection Approach Considering Various Play Styles.
CoRR
Yeounoh Chung, Chang Yong Park, Noo-Ri Kim, Hana Cho, Tae Bok Yoon, Hunjoo Lee, Jee-Hyong Lee
2015 J jnl
Estimating the Impact of Unknown Unknowns on Aggregate Query Results.
CoRR
Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska
2015 J jnl
Using RDMA for Lock Management.
CoRR
Yeounoh Chung, Erfan Zamanian
2013 — conf
Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert Identification.
MLDM
Yeounoh Chung, Hye-Wuk Jung, Jaekwang Kim, Jee-Hyong Lee