Yongliang Shen
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×1AI×1Vision×1
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Research Timeline
2026
Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning
This paper proposes Perceive-to-Reason (P2R), a framework for fine-grained visual reasoning that decouples perception from reasoning and introduces a new reinforcement learning strategy.
Pass the Baton: Trajectory-Relayed On-Policy Distillation
The paper introduces Relay On-Policy Distillation (Relay-OPD), a method for on-policy distillation that constructs relay trajectories to address prefix failure and improve performance.
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Papers
cs.CLcs.AINEWEmpiricalJul 28, 2026
Pass the Baton: Trajectory-Relayed On-Policy Distillation
Haolei Xu, Xiaowen Xu, Haiwen Hong, Zixuan Ni +4 more
The paper introduces Relay On-Policy Distillation (Relay-OPD), a method for on-policy distillation that constructs relay trajectories to address prefix failure and improve performance.
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cs.CVEmpirical