Shaohan Huang

Venues

Frequent coauthors

Papers

1. Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
   ACL 2026 ·

   Qibin Wang

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2. Reasoning with Exploration: An Entropy Perspective
   AAAI 2026 ·

   Daixuan Cheng

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3. SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
   ACL 2026 ·

   Tianyi Wang

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4. Shorten After You're Right: Lazy Length Penalties for Reasoning RL
   ACL 2026 ·

   Danlong Yuan

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5. Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts
   ACL 2026 ·

   Di Zhang

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6. VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
   ACL 2026 ·

   Yixia Li

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7. Context-DPO: Aligning Language Models for Context-Faithfulness
   ACL 2025 ·

   Baolong Bi

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8. GeAR: Generation Augmented Retrieval
   ACL 2025 ·

   Haoyu Liu

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9. NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
   EMNLP 2025 ·

   Yue Fang

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10. On Domain-Adaptive Post-Training for Multimodal Large Language Models
    EMNLP 2025 ·

    Daixuan Cheng

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11. Rethinking DPO-Style Diffusion Aligning Frameworks
    ICCV 2025 ·

    Xun Wu

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12. Reward Reasoning Models
    NeurIPS 2025 ·

    Jiaxin Guo

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13. Textual Aesthetics in Large Language Models
    EMNLP 2025 ·

    Lingjie Jiang

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14. Think Only When You Need with Large Hybrid-Reasoning Models
    NeurIPS 2025 ·

    Lingjie Jiang

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15. Adapting Large Language Models via Reading Comprehension
    ICLR 2024 ·

    Daixuan Cheng

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16. Boosting Text-to-Video Generative Model with MLLMs Feedback
    NeurIPS 2024 ·

    Xun Wu

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17. Grounding Multimodal Large Language Models to the World
    ICLR 2024 ·

    Zhiliang Peng

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18. HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
    ACL 2024 ·

    Yuxuan Liu

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19. Instruction Pre-Training: Language Models are Supervised Multitask Learners
    EMNLP 2024 ·

    Daixuan Cheng

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20. KOSMOS-E : Learning to Follow Instruction for Robotic Grasping
    IROS 2024 ·

    Zhi Wang

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21. Kosmos-G: Generating Images in Context with Multimodal Large Language Models
    ICLR 2024 ·

    Xichen Pan

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22. Mixture of LoRA Experts
    ICLR 2024 ·

    Xun Wu

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23. Multi-Head Mixture-of-Experts
    NeurIPS 2024 ·

    Xun Wu

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24. Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
    NeurIPS 2024 ·

    Xun Wu

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25. ResLoRA: Identity Residual Mapping in Low-Rank Adaption
    ACL 2024 ·

    Shuhua Shi

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26. Scaling Sentence Embeddings with Large Language Models
    EMNLP 2024 ·

    Ting Jiang

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27. Se²: Sequential Example Selection for In-Context Learning
    ACL 2024 ·

    Haoyu Liu

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28. Text Diffusion with Reinforced Conditioning
    AAAI 2024 ·

    Yuxuan Liu

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29. You Only Cache Once: Decoder-Decoder Architectures for Language Models
    NeurIPS 2024 ·

    Yutao Sun

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