Deyu Zhou

Venues

Frequent coauthors

Papers

1. Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties
   EACL 2026 ·

   Zhenglin Wang

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2. Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning
   ACL 2026 ·

   Ziqing Zhuang

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3. Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation
   ACL 2026 ·

   Yeqing Teng

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4. Let the Comments Speak: A Multi-Agent Framework based on Large Language Model for Comment-Guided Code Refactoring
   ACL 2026 ·

   Zixuan Wang

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5. MA²P: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion
   ACL 2026 ·

   Dingyi Zhang

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6. When KV Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for LLM Judges
   ACL 2026 ·

   Sichu Liang

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7. AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation
   EMNLP 2025 ·

   Yilong Lai

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8. Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment
   AAAI 2025 ·

   Congzhi Zhang

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9. Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation
   ACL 2025 ·

   Linhai Zhang

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10. Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens
    EMNLP 2025 ·

    Ziyang Ma

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11. PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
    ACL 2025 ·

    Linhai Zhang

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12. Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing
    EMNLP 2025 ·

    Xueguan Zhao

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13. RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
    EMNLP 2025 ·

    Sichu Liang

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14. Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models
    ACL 2025 ·

    Yanyue Zhang

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15. SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
    ACL 2025 ·

    Jialong Wu

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16. SynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling
    ACL 2025 ·

    Xin Zhang

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17. Taming Teacher Forcing for Masked Autoregressive Video Generation
    CVPR 2025 · Deyu Zhou
18. WebWalker: Benchmarking LLMs in Web Traversal
    ACL 2025 ·

    Jialong Wu

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19. CHECKWHY: Causal Fact Verification via Argument Structure
    ACL 2024 ·

    Jiasheng Si

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20. Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment
    AAAI 2024 ·

    Congzhi Zhang

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21. DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference
    ACL 2024 ·

    Jialong Wu

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22. Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer
    EMNLP 2024 ·

    Jiasheng Si

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23. STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models
    ACL 2024 ·

    Linhai Zhang

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