Communication-Efficient Accurate Statistical Estimation. - Jianqing Fan; Yongyi Guo; Kaizheng Wang (CoRR, 2019)

Differential Privacy Trajectory Data Protection Algorithm Based on Polar Coordinate Transformation. - Zhenzhen Zhang; Jianping Cai; Lan Sun; Yongyi Guo; Yubing Qiu; Yingjie Wu (FSDM, 2020)

Machine Learning for Variance Reduction in Online Experiments. - Yongyi Guo; Dominic Coey; Mikael Konutgan; Wenting Li; Chris Schoener; Matt Goldman (NeurIPS, 2021)

Sensitivity reduction of degree histogram publication under node differential privacy via mean filtering. - Lan Sun; Xin Huang; Yingjie Wu; Yongyi Guo (Concurr. Comput. Pract. Exp., 2021)

Policy Optimization Using Semiparametric Models for Dynamic Pricing. - Jianqing Fan; Yongyi Guo; Mengxin Yu (CoRR, 2021)

Anytime-valid inference in N-of-1 trials. - Ivana Malenica; Yongyi Guo; Kyra Gan; Stefan Konigorski (ML4H@NeurIPS, 2023)

Online learning in bandits with predicted context. - Yongyi Guo; Susan A. Murphy (CoRR, 2023)

Online learning in bandits with predicted context. - Yongyi Guo; Ziping Xu; Susan A. Murphy (AISTATS, 2024)

ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use. - Susobhan Ghosh; Yongyi Guo; Pei-Yao Hung; Lara N. Coughlin; Erin E. Bonar; Inbal Nahum-Shani; Maureen A. Walton; Susan A. Murphy (IJCAI, 2024)

MiWaves Reinforcement Learning Algorithm. - Susobhan Ghosh; Yongyi Guo; Pei-Yao Hung; Lara N. Coughlin; Erin E. Bonar; Inbal Nahum-Shani; Maureen A. Walton; Susan A. Murphy (CoRR, 2024)

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation. - Anna L. Trella; Susobhan Ghosh; Erin E. Bonar; Lara N. Coughlin; Finale Doshi-Velez; Yongyi Guo; Pei-Yao Hung; Inbal Nahum-Shani; Vivek Shetty; Maureen A. Walton; Iris Yan; Kelly W. Zhang; et al. (CoRR, 2024)

"It felt more real": Investigating the User Experience of the MiWaves Personalizing JITAI Pilot Study. - Susobhan Ghosh; Pei-Yao Hung; Lara N. Coughlin; Erin E. Bonar; Yongyi Guo; Inbal Nahum-Shani; Maureen A. Walton; Mark W. Newman; Susan A. Murphy (CoRR, 2025)