Multi-Turn On-Policy Distillation with Prefix Replay
Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei
July 2026
arXiv | July 2026
Hanze Dong
Senior Researcher
Publications
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Fractured Chain-of-Thought Reasoning
Baohao Liao, Hanze Dong, Yuhui Xu, Doyen Sahoo, C. Monz, Junnan Li, Caiming Xiong
2026 COLM | June 2026
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LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani
2026 COLM | April 2026
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Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives
Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang
2025 COLM | December 2025
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Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
Jiarui Yao, Yifan Hao, Hanning Zhang, Hanze Dong, Wei Xiong, Nan Jiang, Tong Zhang
NeurIPS 2025 | May 2025
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Multi-Turn On-Policy Distillation with Prefix Replay
Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei
July 2026
arXiv | July 2026
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Fractured Chain-of-Thought Reasoning
Baohao Liao, Hanze Dong, Yuhui Xu, Doyen Sahoo, C. Monz, Junnan Li, Caiming Xiong
2026 COLM | June 2026
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LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani
2026 COLM | April 2026
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Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives
Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang
2025 COLM | December 2025
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Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
Jiarui Yao, Yifan Hao, Hanning Zhang, Hanze Dong, Wei Xiong, Nan Jiang, Tong Zhang
NeurIPS 2025 | May 2025
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Fractured Chain-of-Thought Reasoning
Baohao Liao, Hanze Dong, Yuhui Xu, Doyen Sahoo, C. Monz, Junnan Li, Caiming Xiong
2026 COLM | June 2026
-
LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani
2026 COLM | April 2026
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Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives
Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang
2025 COLM | December 2025
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Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
Jiarui Yao, Yifan Hao, Hanning Zhang, Hanze Dong, Wei Xiong, Nan Jiang, Tong Zhang
NeurIPS 2025 | May 2025
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Multi-Turn On-Policy Distillation with Prefix Replay
Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei
July 2026
arXiv | July 2026
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