Rui Zheng

Venues

Frequent coauthors

Papers

1. ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
   ACL 2026 ·

   Jie Yang

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2. MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
   AAAI 2026 ·

   Zhiheng Xi

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3. Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model
   AAAI 2026 ·

   Rong Bao

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4. What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study
   AAAI 2026 ·

   Xiaoran Fan

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5. AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
   ACL 2025 ·

   Zhiheng Xi

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6. Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning
   AAAI 2025 ·

   Shihan Dou

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7. Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
   ICLR 2025 ·

   Shuo Li

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8. Multi-Programming Language Sandbox for LLMs
   ACL 2025 ·

   Shihan Dou

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9. RMB: Comprehensively benchmarking reward models in LLM alignment
   ICLR 2025 ·

   Enyu Zhou

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10. SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models
    CVPR 2025 ·

    Yongting Zhang

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11. Toward Optimal LLM Alignments Using Two-Player Games
    EMNLP 2025 · Rui Zheng
12. Application of nnUnet for Multi-class Segmentation of Aortic Branches and Zones in CTA
    MICCAI 2024 ·

    Yuchong Gao

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13. DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
    NeurIPS 2024 ·

    Xueqing Wu

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14. Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild
    ACL 2024 ·

    Ting Wu

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15. Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
    EMNLP 2024 ·

    Lu Chen

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16. Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
    ICLR 2024 · Rui Zheng
17. Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
    ICML 2024 ·

    Songyang Gao

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18. LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
    ACL 2024 ·

    Shihan Dou

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19. Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
    MICCAI 2024 ·

    Hongye Zeng

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20. Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation
    ACL 2024 ·

    Yikun Wang

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21. Reward Modeling Requires Automatic Adjustment Based on Data Quality
    EMNLP 2024 ·

    Binghai Wang

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22. RoCoSDF: Row-Column Scanned Neural Signed Distance Fields for Freehand 3D Ultrasound Imaging Shape Reconstruction
    MICCAI 2024 ·

    Hongbo Chen

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23. StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
    ACL 2024 ·

    Shihan Dou

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24. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
    ICML 2024 ·

    Zhiheng Xi

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25. Uncertainty Aware Learning for Language Model Alignment
    ACL 2024 ·

    Yikun Wang

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