- Benchmarking Differentially Private Synthetic Data Generation Algorithms
Yuchao Tao, Ryan McKenna, Michael Hay, Ashwin Machanavajjhala, Gerome Miklau. PPAI 2022
- R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys
Wei Dong, Juanru Fang, Ke Yi, Yuchao Tao, Ashwin Machanavajjhala. SIGMOD 2022
- DPGraph: A Benchmark Platform for Differentially Private Graph Analysis
Siyuan Xia, Beizhen Chang, Karl Knopf, Yihan He, Yuchao Tao, Xi He. SIGMOD 2021
- Prior-Aware Distribution Estimation for Differential Privacy (Second place winner of NIST 2020 Differential Privacy Temporal Map Challenge, Sprint 2)
Yuchao Tao, Johes Bater, Ashwin Machanavajjhala. TPDP 2021
- Computing Local Sensitivities of Counting Queries with Joins
Yuchao Tao, Xi He, Ashwin Machanavajjhala, Sudeepa Roy. SIGMOD 2020.}
- PrivateSQL: A Differentially Private SQL Query Engine
Kotsogiannis Ios, Yuchao Tao, Xi He, Maryam Fanaeepour, Ashwin Machanavajjhala, Michael Hay, and Gerome Miklau. VLDB 2019.
- Architecting a Differentially Private SQL Engine
Ios Kotsogiannis, Yuchao Tao, Ashwin Machanavajjhala, Gerome Miklau, Michael Hay. In CIDR. 2019.
You can download my CV here: CV