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Dengyun Peng

5 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2EMNLP ×1ICML ×1NeurIPS ×1

Frequent coauthors

Qiguang Chen
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Jiannan Guan
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Huikang Su
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Zifeng Zhuang
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Papers

  1. Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
    AAAI 2026 ·
    Qiguang Chen
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  2. Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
    AAAI 2026 ·
    Jiannan Guan
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  3. Boundary-to-Region Supervision for Offline Safe Reinforcement Learning
    NeurIPS 2025 ·
    Huikang Su
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  4. DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
    EMNLP 2025 · Dengyun Peng
  5. Reinformer: Max-Return Sequence Modeling for Offline RL
    ICML 2024 ·
    Zifeng Zhuang
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