Yuchao Tao

16 papers A 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Differentially private explanations for aggregate query answers.
VLDB J.
Yuchao Tao, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy
2025 J jnl
R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys.
Commun. ACM
Wei Dong, Juanru Fang, Ke Yi, Yuchao Tao, Ashwin Machanavajjhala
2024 J jnl
Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys.
ACM Trans. Database Syst.
Wei Dong, Juanru Fang, Ke Yi, Yuchao Tao, Ashwin Machanavajjhala
2023 J jnl
Explaining Differentially Private Query Results With DPXPlain.
Proc. VLDB Endow.
Tingyu Wang, Yuchao Tao, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy
2023 J jnl
R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys.
SIGMOD Rec.
Wei Dong, Juanru Fang, Ke Yi, Yuchao Tao, Ashwin Machanavajjhala
2022 — —
Answering and Explaining SQL Queries Privately.
Yuchao Tao
2022 J jnl
DPXPlain: Privately Explaining Aggregate Query Answers.
CoRR
Yuchao Tao, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy
2022 J jnl
DPXPlain: Privately Explaining Aggregate Query Answers.
Proc. VLDB Endow.
Yuchao Tao, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy
2022 — conf
R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys.
SIGMOD Conference
Wei Dong, Juanru Fang, Ke Yi, Yuchao Tao, Ashwin Machanavajjhala
2021 J jnl
Benchmarking Differentially Private Synthetic Data Generation Algorithms.
CoRR
Yuchao Tao, Ryan McKenna, Michael Hay, Ashwin Machanavajjhala, Gerome Miklau
2021 — conf
DPGraph: A Benchmark Platform for Differentially Private Graph Analysis.
SIGMOD Conference
Siyuan Xia, Beizhen Chang, Karl Knopf, Yihan He, Yuchao Tao, Xi He
2021 J jnl
Prior-Aware Distribution Estimation for Differential Privacy.
CoRR
Yuchao Tao, Johes Bater, Ashwin Machanavajjhala
2020 — conf
Computing Local Sensitivities of Counting Queries with Joins.
SIGMOD Conference
Yuchao Tao, Xi He, Ashwin Machanavajjhala, Sudeepa Roy
2020 J jnl
Computing Local Sensitivities of Counting Queries with Joins.
CoRR
Yuchao Tao, Xi He, Ashwin Machanavajjhala, Sudeepa Roy
2019 A conf
Architecting a Differentially Private SQL Engine.
CIDR
Ios Kotsogiannis, Yuchao Tao, Ashwin Machanavajjhala, Gerome Miklau, Michael Hay
2019 J jnl
PrivateSQL: A Differentially Private SQL Query Engine.
Proc. VLDB Endow.
Ios Kotsogiannis, Yuchao Tao, Xi He, Maryam Fanaeepour, Ashwin Machanavajjhala, Michael Hay, Gerome Miklau