Sotabase

Career

· Chief Scientist, Keebo, Inc.2022–
· Assistant Professor, University of Illinois at Urbana-Champaign2021–
· Assistant Professor, University of Illinois at Urbana–Champaign2021–
· Co-founder and CTO, Keebo, Inc.2019–
· Research Fellow (postdoc), University of Michigan, Ann Arbor2017–2019

Publications (27)

VerdictDB: Universalizing Approximate Query Processing
SIGMOD Conference · 2018
139
cited
Visualization-aware sampling for very large databases
IEEE International Conference on Data Engineering · 2015
128
cited
Brainwash: A Data System for Feature Engineering
Conference on Innovative Data Systems Research · 2013
120
cited
QuickSel: Quick Selectivity Learning with Mixture Models
SIGMOD Conference · 2018
86
cited
Database Learning: Toward a Database that Becomes Smarter Every Time
SIGMOD Conference · 2017
75
cited
Neighbor-Sensitive Hashing
Proceedings of the VLDB Endowment · 2015
37
cited
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees
SIGMOD Conference · 2018
31
cited
SAQE
Proceedings of the VLDB Endowment · 2020
22
cited
AirIndex: Versatile Index Tuning Through Data and Storage
Proc. ACM Manag. Data · 2023
8
cited
Demonstration of VerdictDB, the Platform-Independent AQP System
SIGMOD Conference · 2018
8
cited
A Step Toward Deep Online Aggregation
Proc. ACM Manag. Data · 2023
7
cited
BlinkML : Approximate Machine Learning with Probabilistic Guarantees
2018
7
cited
Active Database Learning
Conference on Innovative Data Systems Research · 2017
5
cited
Airphant: Cloud-oriented Document Indexing
IEEE International Conference on Data Engineering · 2021
5
cited
S/C: Speeding up Data Materialization with Bounded Memory
IEEE International Conference on Data Engineering · 2023
5
cited
Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility
DEEM@SIGMOD · 2023
5
cited
Automatically Finding Optimal Index Structure
arXiv.org · 2022
4
cited
LADIO: Leakage-Aware Direct I/O for I/O-Intensive Workloads
IEEE computer architecture letters · 2023
4
cited
Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning
SIGMOD Conference Companion · 2023
4
cited
Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Inference
arXiv.org · 2025
3
cited
Sotabase
Yongjoo Park | Researcher Profile | Sotabase | Sotabase