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Jiannan Guan

3 papers at tracked venues · 3 at CORE A* · active 2025–2026

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Venues

AAAI ×2NeurIPS ×1

Frequent coauthors

Qiguang Chen
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Yang Zhao
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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
  3. UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
    NeurIPS 2025 ·
    Yang Zhao
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