Extrapolated Random Tree for Regression. - Yuchao Cai; Yuheng Ma 001; Yiwei Dong; Hanfang Yang (ICML, 2023)

Decision Tree for Locally Private Estimation with Public Data. - Yuheng Ma 001; Han Zhang; Yuchao Cai; Hanfang Yang (NeurIPS, 2023)

Bagged Regularized k-Distances for Anomaly Detection. - Yuchao Cai; Yuheng Ma 001; Hanfang Yang; Hanyuan Hang (CoRR, 2023)

Better Locally Private Sparse Estimation Given Multiple Samples Per User. - Yuheng Ma 001; Ke Jia; Hanfang Yang (ICML, 2024)

Optimal Locally Private Nonparametric Classification with Public Data. - Yuheng Ma 001; Hanfang Yang (J. Mach. Learn. Res., 2024)

Locally Private Estimation with Public Features. - Yuheng Ma 001; Ke Jia; Hanfang Yang (AISTATS, 2025)

ALTER: Augmentation for Large-Table-Based Reasoning. - Han Zhang; Yuheng Ma 001; Hanfang Yang (NAACL (Long Papers), 2025)

Locally Private Nonparametric Contextual Multi-armed Bandits. - Yuheng Ma 001; Feiyu Jiang; Zifeng Zhao; Hanfang Yang; Yi Yu (CoRR, 2025)