An Unbiased Risk Estimator for Learning with Augmented Classes. - Yu-Jie Zhang; Peng Zhao 006; Lanjihong Ma; Zhi-Hua Zhou (NeurIPS, 2020)

Handling Varied Objectives by Online Decision Making. - Lanjihong Ma; Zhen-Yu Zhang; Yao-Xiang Ding 001; Zhi-Hua Zhou (KDD, 2024)

Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online Recommendations. - Lanjihong Ma; Yao-Xiang Ding 001; Zhen-Yu Zhang; Zhi-Hua Zhou (KDD (1), 2025)

Learning Objective Adaptation by Correlation-Based Model Reuse. - Lanjihong Ma; Yao-Xiang Ding 001; Peng Zhao 006; Zhi-Hua Zhou (IEEE Trans. Neural Networks Learn. Syst., 2025)