Zhen Tan

Venues

Frequent coauthors

Papers

1. Explaining the 'Unexplainable' Large Language Models
   WSDM 2026 · Zhen Tan
2. Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
   ACL 2026 ·

   Chengshuai Zhao

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3. Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
   ACL 2026 ·

   Xu Shen

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4. Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
   AAAI 2026 ·

   Baixiang Huang

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5. OR-R1: Automating Modeling and Solving of Operations Research Optimization Problem via Test-Time Reinforcement Learning
   AAAI 2026 ·

   Zezhen Ding

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6. The Adaptive Interrogator: Detecting Trojan LLMs in Multi-Agent Systems via Evolved Conversational Strategies
   ACL 2026 ·

   Rana Muhammad Shahroz Khan

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7. ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
   ACL 2026 ·

   Dawei Li

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8. <tt>BetaConform</tt>: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer
   NeurIPS 2025 ·

   Huaizhi Qu

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9. Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
   ACL 2025 ·

   Rana Muhammad Shahroz

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10. AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
    EMNLP 2025 ·

    Song Wang

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11. Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework
    EMNLP 2025 ·

    Yuhang Chen

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12. BrainMAP: Learning Multiple Activation Pathways in Brain Networks
    AAAI 2025 ·

    Song Wang

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13. Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark
    CIKM 2025 ·

    Zhenhui Ou

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14. CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
    ICLR 2025 ·

    Song Wang

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15. EQA-RM: A Generative Embodied Reward Model with Test-time Scaling
    EMNLP 2025 ·

    Yuhang Chen

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16. From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
    EMNLP 2025 ·

    Dawei Li

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17. GraphRCG: Self-Conditioned Graph Generation
    CIKM 2025 ·

    Song Wang

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18. In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
    ACL 2025 · Zhen Tan
19. IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios
    NeurIPS 2025 ·

    Yifan Li

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20. Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract)
    IJCAI 2025 · Zhen Tan
21. Learning from Diverse Reasoning Paths with Routing and Collaboration
    EMNLP 2025 ·

    Zhenyu Lei

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22. MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning
    ICML 2025 ·

    Zihan Chen

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23. MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems
    SIGKDD 2025 ·

    Lichi Li

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24. Multi-Agent Debate for LLM Judges with Adaptive Stability Detection
    NeurIPS 2025 ·

    Tianyu Hu

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25. SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention
    ACL 2025 ·

    Chengshuai Zhao

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26. Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
    EMNLP 2025 ·

    Song Wang

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27. Task-Aware Resolution Optimization for Visual Large Language Models
    EMNLP 2025 ·

    Weiqing Luo

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28. Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach
    AAAI 2025 · Zhen Tan
29. Window Token Concatenation for Efficient Visual Large Language Models
    CVPR 2025 ·

    Yifan Li

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30. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    EMNLP 2024 ·

    Dawei Li

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31. Disinformation Detection: An Evolving Challenge in the Age of LLMs
    SDM 2024 ·

    Bohan Jiang

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32. Facial Affective Behavior Analysis with Instruction Tuning
    ECCV 2024 ·

    Yifan Li

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33. Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
    EMNLP 2024 · Zhen Tan
34. Label Distribution Learning-Enhanced Dual-KNN for Text Classification
    SDM 2024 ·

    Bo Yuan

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35. Large Language Models for Data Annotation and Synthesis: A Survey
    EMNLP 2024 · Zhen Tan
36. Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention
    AAAI 2024 · Zhen Tan
37. Thought Graph: Generating Thought Process for Biological Reasoning
    WWW 2024 ·

    Chi-Yang Hsu

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