Qiguang Chen

Venues

Frequent coauthors

Papers

1. Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
   AAAI 2026 · Qiguang Chen
2. Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
   AAAI 2026 ·

   Jiannan Guan

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3. Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards
   ACL 2026 ·

   Tianhao Niu

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4. Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
   ACL 2026 ·

   Chenyuan Zhang

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5. Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts
   AAAI 2026 ·

   Xu Liu

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6. OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models
   ACL 2026 · Qiguang Chen
7. Boundary-to-Region Supervision for Offline Safe Reinforcement Learning
   NeurIPS 2025 ·

   Huikang Su

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8. CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models
   ACL 2025 ·

   Yongheng Zhang

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9. CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
   AAAI 2025 ·

   Zihui Cheng

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10. DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
    EMNLP 2025 ·

    Dengyun Peng

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11. Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection
    AAAI 2025 ·

    Libo Qin

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12. HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
    ACL 2025 ·

    Mengkang Hu

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13. Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
    IJCAI 2025 ·

    Peng Wang

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14. MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios
    ACL 2025 ·

    Jinyang Huang

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15. MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models
    ACM MM 2025 ·

    Yiyan Ji

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16. Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
    ACL 2025 ·

    Mengkang Hu

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17. The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
    ICML 2025 ·

    Wenbo Pan

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18. ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
    ACM MM 2025 ·

    Yongheng Zhang

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19. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
    NeurIPS 2025 ·

    Zihui Cheng

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20. What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices
    ACL 2025 ·

    Zhi Chen

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21. X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
    ACL 2025 ·

    Peng Wang

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22. AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought
    ACL 2024 ·

    Yongheng Zhang

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23. Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding
    IJCAI 2024 ·

    Libo Qin

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24. M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
    ACL 2024 · Qiguang Chen
25. Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
    ICLR 2024 ·

    Mengkang Hu

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26. Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
    NeurIPS 2024 · Qiguang Chen
27. What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
    NeurIPS 2024 ·

    Libo Qin

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28. Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information
    EMNLP 2024 ·

    Yongheng Zhang

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