Chang Ge

Assistant Professor, University of Minnesota - Twin Cities

Joined

May 2025

Names

Chang Ge (Preferred)

Emails

****@umn.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

University of Minnesota - Twin Cities (umn.edu)

2022 – Present

PhD student

University of Waterloo (uwaterloo.ca)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

databases

data systems

Present

data privacy

data security

Present

federated learning

Present

Publications

SoK: Privacy-Preserving Data Synthesis
Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song
- SP 2024
- Readers: Everyone
SoK: Privacy-Preserving Data Synthesis
Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song
- Published: 01 Jan 2023, Last Modified: 16 Aug 2023
- CoRR 2023
- Readers: Everyone
Kamino: Constraint-Aware Differentially Private Data Synthesis
Chang Ge, Shubhankar Mohapatra, Xi He, Ihab F. Ilyas
- 2021 (modified: 28 Feb 2023)
- Proc. VLDB Endow. 2021
- Readers: Everyone
Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions
Sara Evensen, Chang Ge, Dongjin Choi, Çagatay Demiralp
- 2020 (modified: 16 Jun 2021)
- CoRR 2020
- Readers: Everyone
Ruler: Data Programming by Demonstration for Document Labeling
Sara Evensen, Chang Ge, Çagatay Demiralp
- 2020 (modified: 16 Jun 2021)
- EMNLP (Findings) 2020
- Readers: Everyone
Kamino: Constraint-Aware Differentially Private Data Synthesis
Chang Ge, Shubhankar Mohapatra, Xi He, Ihab F. Ilyas
- 2020 (modified: 28 Feb 2023)
- CoRR 2020
- Readers: Everyone
Speculative Distributed CSV Data Parsing for Big Data Analytics
Chang Ge, Yinan Li, Eric Eilebrecht, Badrish Chandramouli, Donald Kossmann
- SIGMOD Conference 2019
- Readers: Everyone
APEx: Accuracy-Aware Differentially Private Data Exploration
Chang Ge, Xi He, Ihab F. Ilyas, Ashwin Machanavajjhala
- 2019 (modified: 28 Feb 2023)
- SIGMOD Conference 2019
- Readers: Everyone
Secure Multi-Party Functional Dependency Discovery
Chang Ge, Ihab F. Ilyas, Florian Kerschbaum
- 2019 (modified: 28 Feb 2023)
- Proc. VLDB Endow. 2019
- Readers: Everyone
Private Exploration Primitives for Data Cleaning
Chang Ge, Ihab F. Ilyas, Xi He, Ashwin Machanavajjhala
- 2017 (modified: 28 Feb 2023)
- CoRR 2017
- Readers: Everyone

View all 14 publications

Co-Authors

View all 35 co-authors