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Author

Guangfu Guo

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Preprint Aug 2026

DualOPSD: Adaptive Privileged Teachers for On-Policy Self-Distillation

DualOPSD, an asymmetric alternating framework that adapts both policies, reduces truncation across all three scales, and makes later supervision responsive to the learner and does not require another rollout.

Yu-Tong Chen, Guangfu Guo, Zhi-Chao Xu et al. · 0 citations
Preprint Aug 2026

DeltaFlow: Noise-Adaptive Bidirectional Gated Delta Networks for Embedded Language Flows

DeltaFlow is a promising alternative to dense attention for efficient continuous language denoising and noise-adaptive memory control and scheduled Temporal State Consistency to stabilize hidden representations across nearby noise levels are introduced.

Guangfu Guo, Xiaoqian Lu, Linsey Pang et al. · 0 citations

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