Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs. - Kaixuan Ji; Qingyue Zhao; Jiafan He; Weitong Zhang; Quanquan Gu (ICLR, 2024)

Towards the Fundamental Limits of Knowledge Transfer over Finite Domains. - Qingyue Zhao; Banghua Zhu (ICLR, 2024)

Design strategy research for synthesis of ethyl propionate and n-propyl propionate by reactive distillation. - Yang Liu; Qingyue Zhao; Hongxing Wang (Comput. Chem. Eng., 2024)

Nearly Optimal Sample Complexity of Offline KL-Regularized Contextual Bandits under Single-Policy Concentrability. - Qingyue Zhao; Kaixuan Ji; Heyang Zhao; Tong Zhang 001; Quanquan Gu (CoRR, 2025)

Global Convergence and Rich Feature Learning in L-Layer Infinite-Width Neural Networks under μP Parametrization. - Zixiang Chen; Greg Yang; Qingyue Zhao; Quanquan Gu (CoRR, 2025)

Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models. - Yihang Chen; Haikang Deng; Kaiqiao Han; Qingyue Zhao (CoRR, 2025)