Secure Machine Learning over Relational Data. - Qiyao Luo; Yilei Wang; Zhenghang Ren; Ke Yi 001; Kai Chen 005; Xiao Wang (CoRR, 2021)

Frequency Estimation in the Shuffle Model with Almost a Single Message. - Qiyao Luo; Yilei Wang; Ke Yi 001 (CCS, 2022)

Continual Observation under User-level Differential Privacy. - Wei Dong 007; Qiyao Luo; Ke Yi 001 (SP, 2023)

Secure Sampling for Approximate Multi-party Query Processing. - Qiyao Luo; Yilei Wang; Ke Yi 001; Sheng Wang 011; Feifei Li 001 (Proc. ACM Manag. Data, 2023)

Almost Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy. - Wei Dong 007; Qiyao Luo; Giulia Fanti; Elaine Shi; Ke Yi 001 (CCS, 2024)

Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy. - Wei Dong 007; Qiyao Luo; Giulia Fanti; Elaine Shi; Ke Yi 001 (CoRR, 2024)

Secure Query Processing with Linear Complexity. - Qiyao Luo; Yilei Wang; Wei Dong 007; Ke Yi 001 (CoRR, 2024)

Relational Algorithms for Top-k Query Evaluation. - Qichen Wang 001; Qiyao Luo; Yilei Wang (Proc. ACM Manag. Data, 2024)

Continual Observation of Joins under Differential Privacy. - Wei Dong 007; Zijun Chen; Qiyao Luo; Elaine Shi; Ke Yi 001 (Proc. ACM Manag. Data, 2024)

How to Answer Secure and Private SQL Queries? - Qiyao Luo; Quanqing Xu; Chuanhui Yang (ICDE, 2025)

RM2: Answer Counting Queries Efficiently under Shuffle Differential Privacy. - Qiyao Luo; Jianzhe Yu; Wei Dong 007; Quanqing Xu; Chuanhui Yang; Ke Yi 001 (Proc. ACM Manag. Data, 2025)