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Linfeng Song

20 papers at tracked venues · 19 at CORE A* · active 2024–2026

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Venues

ACL ×9NeurIPS ×4AAAI ×2ICLR ×2EMNLP ×1ICML ×1WWW ×1

Frequent coauthors

Ante Wang
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Mukai Li
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Zhenwen Liang
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Yuheng Zhang
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Jianheng Huang
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Yi Su
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Xingyu Chen
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Jiahuan Zhang
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Yue Wang
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Xiao Lin
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Xiaoying Zhang
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Lingfeng Shen
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Papers

  1. Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains
    ACL 2026 ·
    Yi Su
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  2. EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
    ACL 2026 ·
    Mukai Li
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  3. Verified Critical Step Optimization for LLM Agents
    ACL 2026 ·
    Mukai Li
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  4. Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
    ACL 2026 ·
    Zhenwen Liang
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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. MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation
    NeurIPS 2025 ·
    Zhenwen Liang
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  11. SR-LLM: Rethinking the Structured Representation in Large Language Model
    ACL 2025 ·
    Jiahuan Zhang
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  12. Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
    NeurIPS 2025 ·
    Yue Wang
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  13. Discrete Conditional Diffusion for Reranking in Recommendation
    WWW 2024 ·
    Xiao Lin
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  14. Improving LLM Generations via Fine-Grained Self-Endorsement
    ACL 2024 ·
    Ante Wang
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  15. Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
    ACL 2024 ·
    Jianheng Huang
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  16. Response Enhanced Semi-supervised Dialogue Query Generation
    AAAI 2024 ·
    Jianheng Huang
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  17. Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
    ACL 2024 ·
    Xiaoying Zhang
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  18. Self-Consistency Boosts Calibration for Math Reasoning
    EMNLP 2024 ·
    Ante Wang
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  19. The Trickle-down Impact of Reward Inconsistency on RLHF
    ICLR 2024 ·
    Lingfeng Shen
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  20. Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
    NeurIPS 2024 ·
    Ye Tian
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