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Libo Qin

Central South University, School of Computer Science and Engineering, Changsha, China

46 papers at tracked venues · 34 at CORE A* · active 2024–2026

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Venues

ACL ×21EMNLP ×9AAAI ×6NeurIPS ×5ACM MM ×2IJCAI ×2NAACL ×1

Frequent coauthors

Qiguang Chen
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Yongheng Zhang
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Yangyang Zhao
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Xiachong Feng
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Yangfan Ye
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Zihui Cheng
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Jiannan Guan
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Chenyuan Zhang
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Xu Liu
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Qiming Li
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Jie Ou
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Zekai Ye
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Papers

  1. Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
    AAAI 2026 ·
    Qiguang Chen
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  2. Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
    AAAI 2026 ·
    Jiannan Guan
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  3. Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue
    ACL 2026 ·
    Yangyang Zhao
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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
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  7. SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution
    ACL 2026 ·
    Xiachong Feng
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  8. Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
    ACL 2026 ·
    Xiachong Feng
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  9. Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
    ACL 2026 ·
    Qiming Li
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  10. Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps
    ACL 2025 ·
    Jie Ou
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  11. An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
    ACL 2025 ·
    Yangyang Zhao
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  12. CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
    ACL 2025 ·
    Yangfan Ye
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  13. 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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  14. CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
    ACL 2025 ·
    Zekai Ye
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  15. CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts
    ACL 2025 ·
    Zhaowen Wang
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  16. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    EMNLP 2025 ·
    Weixiang Zhao
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  17. CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
    AAAI 2025 ·
    Zihui Cheng
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  18. DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
    EMNLP 2025 ·
    Dengyun Peng
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  19. Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection
    AAAI 2025 · Libo Qin
  20. EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
    AAAI 2025 ·
    Jingheng Ye
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  21. HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
    ACL 2025 ·
    Jinyu Guo
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  22. Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
    IJCAI 2025 ·
    Peng Wang
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  23. LESA: Learnable LLM Layer Scaling-Up
    ACL 2025 ·
    Yifei Yang
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  24. MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios
    ACL 2025 ·
    Jinyang Huang
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  25. MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models
    ACM MM 2025 ·
    Yiyan Ji
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  26. Noise-Robustness Through Noise: A Framework combining Asymmetric LoRA with Poisoning MoE
    NeurIPS 2025 ·
    Zhaokun Wang
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  27. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 ·
    Yinghui Li
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  28. Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
    EMNLP 2025 ·
    Yangyang Zhao
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  29. Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring
    NAACL 2025 ·
    Honglin Mu
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  30. Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
    NeurIPS 2025 ·
    Da Ma
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  31. ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
    ACM MM 2025 ·
    Yongheng Zhang
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  32. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Zihui Cheng
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  33. 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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  34. X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
    ACL 2025 ·
    Peng Wang
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  35. AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought
    ACL 2024 ·
    Yongheng Zhang
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  36. Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale
    EMNLP 2024 ·
    Wenzhen Zheng
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  37. Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding
    IJCAI 2024 · Libo Qin
  38. Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information
    EMNLP 2024 ·
    Guobiao Zhang
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  39. GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
    EMNLP 2024 ·
    Yangfan Ye
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  40. M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
    ACL 2024 ·
    Qiguang Chen
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  41. Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
    EMNLP 2024 ·
    Xianzhen Luo
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  42. Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
    EMNLP 2024 ·
    Yunlong Feng
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  43. Self-chats from Large Language Models Make Small Emotional Support Chatbot Better
    ACL 2024 ·
    Zhonghua Zheng
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  44. Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
    NeurIPS 2024 ·
    Qiguang Chen
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  45. What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
    NeurIPS 2024 · Libo Qin
  46. Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information
    EMNLP 2024 ·
    Yongheng Zhang
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