Dian Yu

Venues

Frequent coauthors

Papers

1. Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains
   ACL 2026 ·

   Yi Su

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2. Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
   ACL 2026 ·

   Haolin Liu

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3. Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
   ACL 2026 ·

   Zhenwen Liang

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4. DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
   ICLR 2025 ·

   Murong Yue

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5. Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models
   ICML 2025 ·

   Xingyu Chen

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6. Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls
   ACL 2025 ·

   Ante Wang

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7. Improving LLM General Preference Alignment via Optimistic Online Mirror Descent
   NeurIPS 2025 ·

   Yuheng Zhang

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8. Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
   ICLR 2025 ·

   Yuheng Zhang

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9. LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning
   AAAI 2025 ·

   Ante Wang

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10. Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
    NeurIPS 2025 ·

    Yue Wang

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11. Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
    ECCV 2024 ·

    Zhen Zhao

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12. Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
    EMNLP 2024 ·

    Zhihan Zhang

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13. Skills-in-Context: Unlocking Compositionality in Large Language Models
    EMNLP 2024 ·

    Jiaao Chen

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14. Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
    NAACL 2024 ·

    Sihao Chen

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15. Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
    NeurIPS 2024 ·

    Ye Tian

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