tracked author

Wenhan Ma

MOPD first author. Title page marks Peking University and Xiaomi LLM Core, with work done during Xiaomi internship. OpenReview search result identifies Wenhan Ma as a Peking University PhD student; Hailin Zhang homepage lists Wenhan Ma as first author on an ICML 2026 MoE RL router-alignment paper with Hailin Zhang, Liang Zhao, Yudong Wang, Zhifang Sui and Fuli Luo. No high-confidence personal X account found in this pass.

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Jul 02, 2026

MOPD: Multi Teacher On Policy Distillation for Capability Integration in LLM Post Training

MOPD 把“多个领域 RL teacher 的能力整合”改写成一个 on policy token level distillation 问题:student 先用自己的当前策略生成轨迹,再让对应领域 teacher 在同一轨迹前缀上做 teacher forced prefill,最后用 reverse KL 或等价 policy gradient advantage 把 teacher 的局部偏好注入 student;关键成立条...

2606.30406-mopd-multi-teacher-on-policy-distillation On-Policy DistillationRL AlgorithmReasoning RL