* Equal contribution; # Corresponding author.
[10] Yuheng Ma, Feiyu Jiang, Zifeng Zhao, Hanfang Yang, and Yi Yu (2026). Locally private nonparametric contextual multi-armed bandits with transfer learning. Journal of the American Statistical Association (JASA).
[9] Yuheng Ma, Hanfang Yang, and Ke Jia (2026). Locally private estimation with public features. Journal of Machine Learning Research (JMLR).
[8] Yuheng Ma and Qiang Sun (2026). Feature bagging provides stability. International Conference on Machine Learning (ICML).
[7] Ke Jia*, Yuheng Ma*, Yang Li, and Feifei Wang (2026). PrAda-GAN: A private adaptive generative adversarial network with Bayes network structure. AAAI Conference on Artificial Intelligence (AAAI).
[6] Yuchao Cai, Hanfang Yang#, Yuheng Ma#, and Hanyuan Hang (2025). Bagged regularized k-distances for anomaly detection. Journal of Machine Learning Research (JMLR).
[5] Han Zhang, Yuheng Ma, and Hanfang Yang (2025). ALTER: Augmentation for large-table-based reasoning. North American Chapter of the Association for Computational Linguistics (NAACL).
[4] Yuheng Ma and Hanfang Yang (2024). Optimal locally private nonparametric classification with public data. Journal of Machine Learning Research (JMLR).
[3] Yuheng Ma, Ke Jia, and Hanfang Yang (2024). Better locally private sparse estimation given multiple samples per user. International Conference on Machine Learning (ICML).
[2] Yuheng Ma, Han Zhang, Yuchao Cai, and Hanfang Yang (2023). Decision tree for locally private estimation with public data. Advances in Neural Information Processing Systems (NeurIPS).
[1] Yuchao Cai*, Yuheng Ma*, Yiwei Dong, and Hanfang Yang (2023). Extrapolated random tree for regression. International Conference on Machine Learning (ICML).
