Sotabase

Career

· Assistant Professor, Simon Fraser University2023–
· Research Scientist, Megagon Labs2022–2023
· Doctor of Philosophy - PhD, Computer Science, Duke University2017–2022
· Master of Science - MS, Computer Science, Columbia University2015–2016
· Bachelor of Science - BS, Computer Science, Peking University2011–2015

Publications (0)

Snippext: Semi-supervised Opinion Mining with Augmented Data
The Web Conference · 2020
94
cited
Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond
SIGMOD Conference · 2021
69
cited
Explaining Wrong Queries Using Small Examples
SIGMOD Conference · 2019
41
cited
Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances
SIGMOD Conference · 2019
33
cited
Combining Design and Performance in a Data Visualization Management System
Conference on Innovative Data Systems Research · 2017
29
cited
Putting Things into Context: Rich Explanations for Query Answers using Join Graphs
SIGMOD Conference · 2021
24
cited
Data Augmentation for ML-driven Data Preparation and Integration
Proceedings of the VLDB Endowment · 2021
21
cited
CAPE: Explaining Outliers by Counterbalancing
Proceedings of the VLDB Endowment · 2019
13
cited
LensXPlain: Visualizing and Explaining Contributing Subsets for Aggregate Query Answers
Proceedings of the VLDB Endowment · 2019
11
cited
Understanding Queries by Conditional Instances
SIGMOD Conference · 2022
9
cited
I-Rex: An Interactive Relational Query Debugger for SQL
Technical Symposium on Computer Science Education · 2022
6
cited
RATest: Explaining Wrong Relational Queries Using Small Examples
SIGMOD Conference · 2019
6
cited
CaJaDE: Explaining Query Results by Augmenting Provenance with Context
Proceedings of the VLDB Endowment · 2022
4
cited
A platform for collaborative visual analysis on streaming messages
IEEE Conference on Visual Analytics Science and Technology · 2014
3
cited
Characterizing and Verifying Queries Via CINSGEN
SIGMOD Conference Companion · 2023
3
cited
I-Rex
Proceedings of the VLDB Endowment · 2020
2
cited
MovementFinder: A multi-filter visual analytics design for movement data investigation
IEEE Conference on Visual Analytics Science and Technology · 2014
2
cited
Visual analytics support for collecting and correlating evidence for intelligence analysis
IEEE Conference on Visual Analytics Science and Technology · 2014
2
cited
How Database Theory Helps Teach Relational Queries in Database Education (Invited Talk)
International Conference on Database Theory · 2024
1
cited
Simplifying Human-in-the-loop Data Science Pipeline: Explanations, Debugging, and Data Preparation
2022
1
cited
Sotabase