Bandit Learning for Diversified Interactive Recommendation. - Yong Liu 020; Yingtai Xiao; Qiong Wu 001; Chunyan Miao; Juyong Zhang (CoRR, 2019)

Diversified Interactive Recommendation with Implicit Feedback. - Yong Liu 020; Yingtai Xiao; Qiong Wu 001; Chunyan Miao; Juyong Zhang; Binqiang Zhao; Haihong Tang (AAAI, 2020)

DPGen: Automated Program Synthesis for Differential Privacy. - Yuxin Wang 004; Zeyu Ding 001; Yingtai Xiao; Daniel Kifer; Danfeng Zhang (CCS, 2021)

The Permute-and-Flip Mechanism is Identical to Report-Noisy-Max with Exponential Noise. - Zeyu Ding 001; Daniel Kifer; Sayed M. Saghaian N. E.; Thomas Steinke 002; Yuxin Wang 004; Yingtai Xiao; Danfeng Zhang (CoRR, 2021)

Optimizing Fitness-For-Use of Differentially Private Linear Queries. - Yingtai Xiao; Zeyu Ding 001; Yuxin Wang 004; Danfeng Zhang; Daniel Kifer (Proc. VLDB Endow., 2021)

An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions. - Yingtai Xiao; Guanlin He; Danfeng Zhang; Daniel Kifer (NeurIPS, 2023)

A Floating-Point Secure Implementation of the Report Noisy Max with Gap Mechanism. - Zeyu Ding 001; John Durrell; Daniel Kifer; Prottay Protivash; Guanhong Wang; Yuxin Wang 004; Yingtai Xiao; Danfeng Zhang (CoRR, 2023)

Answering Private Linear Queries Adaptively using the Common Mechanism. - Yingtai Xiao; Guanhong Wang; Danfeng Zhang; Daniel Kifer (Proc. VLDB Endow., 2023)

Free gap estimates from the exponential mechanism, sparse vector, noisy max and related algorithms. - Zeyu Ding 001; Yuxin Wang 004; Yingtai Xiao; Guanhong Wang; Danfeng Zhang; Daniel Kifer (VLDB J., 2023)

Efficient and Private Marginal Reconstruction with Local Non-Negativity. - Brett Mullins; Miguel Fuentes; Yingtai Xiao; Daniel Kifer; Cameron Musco; Daniel R. Sheldon (NeurIPS, 2024)

Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy. - Yingtai Xiao; Jian Du; Shikun Zhang; Qiang Yan; Danfeng Zhang; Daniel Kifer (CoRR, 2024)

TokenShapley: Token Level Context Attribution with Shapley Value. - Yingtai Xiao; Yuqing Zhu 005; Sirat Samyoun; Wanrong Zhang 002; Jiachen T. Wang; Jian Du (ACL (Findings), 2025)

Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy. - Yingtai Xiao; Jian Du; Shikun Zhang; Wanrong Zhang 004; Qian Yang; Danfeng Zhang; Daniel Kifer (SP, 2025)