PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-3619-675X ↗Homepage ↗

Venues

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

Frequent coauthors

Qiguang Chen
×22
Wanxiang Che
×18
Xiachong Feng
×7
Xiaocheng Feng
×7
Bing Qin
×7
Hao Fei
×6
Zhi Chen
×6
Yongheng Zhang
×5
Min Li
×5
Jingxuan Zhou
×5
Yangfan Ye
×4
Weitao Ma
×4

Papers

  1. Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
    AAAI 2026 ·
    Qiguang Chen
    ,
    Dengyun Peng
    ,
    Jinhao Liu
    ,
    Huikang Su
    ,
    Jiannan Guan
    , Libo Qin,
    Wanxiang Che
  2. Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
    AAAI 2026 ·
    Jiannan Guan
    ,
    Qiguang Chen
    , Libo Qin,
    Dengyun Peng
    ,
    Jinhao Liu
    ,
    Liangyu Huo
    ,
    Jian Xie
    ,
    Wanxiang Che
  3. Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue
    ACL 2026 ·
    Yangyang Zhao
    ,
    Linfan Dai
    ,
    Li Cai
    ,
    Bowen Xing
    , Libo Qin
  4. Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
    ACL 2026 ·
    Chenyuan Zhang
    ,
    Qiguang Chen
    ,
    Xie Chen
    ,
    Zhuotao Tian
    ,
    Bowen Xing
    ,
    Meishan Zhang
    , Libo Qin,
    Baotian Hu
    ,
    Min Zhang
  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
    ,
    Yongheng Zhang
    ,
    Qiguang Chen
    ,
    Yao Li
    ,
    Sheng Wang
    , Libo Qin
  6. OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models
    ACL 2026 ·
    Qiguang Chen
    ,
    Chengyu Luan
    ,
    Jiajun Wu
    ,
    Qiming Yu
    ,
    Yi Yang
    ,
    Yizhuo Li
    ,
    Jingqi Tong
    ,
    Xiachong Feng
    , Libo Qin,
    Wanxiang Che
  7. SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution
    ACL 2026 ·
    Xiachong Feng
    ,
    Yi Jiang
    ,
    Xiaocheng Feng
    ,
    Deyi Yin
    , Libo Qin,
    Yangfan Ye
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Yuxuan Gu
    ,
    Chonghan Qin
    ,
    Bing Qin
    ,
    Lingpeng Kong
  8. Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
    ACL 2026 ·
    Xiachong Feng
    ,
    Deyi Yin
    ,
    Xiaocheng Feng
    ,
    Yi Jiang
    , Libo Qin,
    Yangfan Ye
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Qiming Li
    ,
    Yuxuan Gu
    ,
    Bing Qin
    ,
    Lingpeng Kong
  9. Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
    ACL 2026 ·
    Qiming Li
    ,
    Xiaocheng Feng
    ,
    Yixuan Ma
    ,
    Ruihan Chen
    ,
    Zihe Tong
    ,
    Zekai Ye
    ,
    Xiachong Feng
    , Libo Qin,
    Haoyu Ren
    ,
    Kun Chen
    ,
    Yunfei Lu
    ,
    Dandan Tu
    ,
    Bing Qin
  10. Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps
    ACL 2025 ·
    Jie Ou
    ,
    Jinyu Guo
    ,
    Shuaihong Jiang
    ,
    Zhaokun Wang
    , Libo Qin,
    Shunyu Yao
    ,
    Wenhong Tian
  11. An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
    ACL 2025 ·
    Yangyang Zhao
    ,
    Ben Niu
    , Libo Qin,
    Shihan Wang
  12. CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
    ACL 2025 ·
    Yangfan Ye
    ,
    Xiaocheng Feng
    ,
    Zekun Yuan
    ,
    Xiachong Feng
    , Libo Qin,
    Lei Huang
    ,
    Weitao Ma
    ,
    Yichong Huang
    ,
    Zhirui Zhang
    ,
    Yunfei Lu
    ,
    Xiaohui Yan
    ,
    Duyu Tang
    ,
    Dandan Tu
    ,
    Bing Qin
  13. CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models
    ACL 2025 ·
    Yongheng Zhang
    ,
    Xu Liu
    ,
    Ruoxi Zhou
    ,
    Qiguang Chen
    ,
    Hao Fei
    ,
    Wenpeng Lu
    , Libo Qin
  14. CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
    ACL 2025 ·
    Zekai Ye
    ,
    Qiming Li
    ,
    Xiaocheng Feng
    , Libo Qin,
    Yichong Huang
    ,
    Baohang Li
    ,
    Kui Jiang
    ,
    Yang Xiang
    ,
    Zhirui Zhang
    ,
    Yunfei Lu
    ,
    Duyu Tang
    ,
    Dandan Tu
    ,
    Bing Qin
  15. CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts
    ACL 2025 ·
    Zhaowen Wang
    ,
    Xiang Wei
    ,
    Kangshao Du
    ,
    Yiting Zhang
    , Libo Qin,
    Yingjie Xia
    ,
    Li Kuang
  16. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yang Deng
    ,
    Yulin Hu
    ,
    Jiahe Guo
    , Libo Qin,
    Qianyun Du
    ,
    Shijin Wang
    ,
    Yanyan Zhao
    ,
    Bing Qin
    ,
    Ting Liu
  17. CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
    AAAI 2025 ·
    Zihui Cheng
    ,
    Qiguang Chen
    ,
    Jin Zhang
    ,
    Hao Fei
    ,
    Xiaocheng Feng
    ,
    Wanxiang Che
    ,
    Min Li
    , Libo Qin
  18. DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
    EMNLP 2025 ·
    Dengyun Peng
    ,
    Yuhang Zhou
    ,
    Qiguang Chen
    ,
    Jinhao Liu
    ,
    Jingjing Chen
    , Libo Qin,
    Wanxiang Che
  19. Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection
    AAAI 2025 · Libo Qin,
    Qiguang Chen
    ,
    Jingxuan Zhou
    ,
    Jin Wang
    ,
    Hao Fei
    ,
    Wanxiang Che
    ,
    Min Li
  20. EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
    AAAI 2025 ·
    Jingheng Ye
    ,
    Shang Qin
    ,
    Yinghui Li
    ,
    Xuxin Cheng
    , Libo Qin,
    Hai-Tao Zheng
    ,
    Ying Shen
    ,
    Peng Xing
    ,
    Zishan Xu
    ,
    Guo Cheng
    ,
    Wenhao Jiang
  21. HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
    ACL 2025 ·
    Jinyu Guo
    ,
    Xunlei Chen
    ,
    Qiyang Xia
    ,
    Zhaokun Wang
    ,
    Jie Ou
    , Libo Qin,
    Shunyu Yao
    ,
    Wenhong Tian
  22. Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
    IJCAI 2025 ·
    Peng Wang
    ,
    Shuo Li
    ,
    Ruoxi Zhou
    ,
    Qiguang Chen
    ,
    Xiao Xu
    ,
    Hao Fei
    ,
    Dagang Li
    ,
    Wanxiang Che
    , Libo Qin
  23. LESA: Learnable LLM Layer Scaling-Up
    ACL 2025 ·
    Yifei Yang
    ,
    Zouying Cao
    ,
    Xinbei Ma
    ,
    Yao Yao
    ,
    Zhi Chen
    , Libo Qin,
    Hai Zhao
  24. MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios
    ACL 2025 ·
    Jinyang Huang
    ,
    Xiachong Feng
    ,
    Qiguang Chen
    ,
    Hanjie Zhao
    ,
    Zihui Cheng
    ,
    Jiesong Bai
    ,
    Jingxuan Zhou
    ,
    Min Li
    , Libo Qin
  25. MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models
    ACM MM 2025 ·
    Yiyan Ji
    ,
    Haoran Chen
    ,
    Qiguang Chen
    ,
    Chengyue Wu
    , Libo Qin,
    Wanxiang Che
  26. Noise-Robustness Through Noise: A Framework combining Asymmetric LoRA with Poisoning MoE
    NeurIPS 2025 ·
    Zhaokun Wang
    ,
    Jinyu Guo
    ,
    Jingwen Pu
    ,
    Lingfeng Chen
    ,
    Hongli Pu
    ,
    Jie Ou
    , Libo Qin,
    Wenhong Tian
  27. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 ·
    Yinghui Li
    ,
    Shang Qin
    ,
    Jingheng Ye
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    , Libo Qin,
    Xuming Hu
    ,
    Wenhao Jiang
    ,
    Hai-Tao Zheng
    ,
    Philip S. Yu
  28. Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
    EMNLP 2025 ·
    Yangyang Zhao
    ,
    Ben Niu
    ,
    Yuxuan Tan
    ,
    Shihan Wang
    , Libo Qin
  29. Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring
    NAACL 2025 ·
    Honglin Mu
    ,
    Han He
    ,
    Yuxin Zhou
    ,
    Yunlong Feng
    ,
    Yang Xu
    , Libo Qin,
    Xiaoming Shi
    ,
    Zeming Liu
    ,
    Xudong Han
    ,
    Qi Shi
    ,
    Qingfu Zhu
    ,
    Wanxiang Che
  30. Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
    NeurIPS 2025 ·
    Da Ma
    ,
    Gonghu Shang
    ,
    Zhi Chen
    , Libo Qin,
    Yijie Luo
    ,
    Hongshen Xu
    ,
    Lei Pan
    ,
    Shuai Fan
    ,
    Kai Yu
    ,
    Lu Chen
  31. ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
    ACM MM 2025 ·
    Yongheng Zhang
    ,
    Xu Liu
    ,
    Ruihan Tao
    ,
    Qiguang Chen
    ,
    Hao Fei
    ,
    Wanxiang Che
    , Libo Qin
  32. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Zihui Cheng
    ,
    Qiguang Chen
    ,
    Xiao Xu
    ,
    Jiaqi Wang
    ,
    Weiyun Wang
    ,
    Hao Fei
    ,
    Yidong Wang
    ,
    Alex Jinpeng Wang
    ,
    Zhi Chen
    ,
    Wanxiang Che
    , Libo Qin
  33. What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices
    ACL 2025 ·
    Zhi Chen
    ,
    Qiguang Chen
    , Libo Qin,
    Qipeng Guo
    ,
    Haijun Lv
    ,
    Yicheng Zou
    ,
    Hang Yan
    ,
    Kai Chen
    ,
    Dahua Lin
  34. X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
    ACL 2025 ·
    Peng Wang
    ,
    Ruihan Tao
    ,
    Qiguang Chen
    ,
    Mengkang Hu
    , Libo Qin
  35. AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought
    ACL 2024 ·
    Yongheng Zhang
    ,
    Qiguang Chen
    ,
    Min Li
    ,
    Wanxiang Che
    , Libo Qin
  36. Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale
    EMNLP 2024 ·
    Wenzhen Zheng
    ,
    Wenbo Pan
    ,
    Xu Xu
    , Libo Qin,
    Li Yue
    ,
    Ming Zhou
  37. Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding
    IJCAI 2024 · Libo Qin,
    Qiguang Chen
    ,
    Jingxuan Zhou
    ,
    Qinzheng Li
    ,
    Chunlin Lu
    ,
    Wanxiang Che
  38. Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information
    EMNLP 2024 ·
    Guobiao Zhang
    ,
    Xueping Peng
    ,
    Tao Shen
    ,
    Guodong Long
    ,
    Jiasheng Si
    , Libo Qin,
    Wenpeng Lu
  39. GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
    EMNLP 2024 ·
    Yangfan Ye
    ,
    Xiachong Feng
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    , Libo Qin,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    ,
    Bing Qin
  40. M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
    ACL 2024 ·
    Qiguang Chen
    , Libo Qin,
    Jin Zhang
    ,
    Zhi Chen
    ,
    Xiao Xu
    ,
    Wanxiang Che
  41. Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
    EMNLP 2024 ·
    Xianzhen Luo
    ,
    Qingfu Zhu
    ,
    Zhiming Zhang
    , Libo Qin,
    Xuanyu Zhang
    ,
    Qing Yang
    ,
    Dongliang Xu
    ,
    Wanxiang Che
  42. Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
    EMNLP 2024 ·
    Yunlong Feng
    ,
    Dechuan Teng
    ,
    Yang Xu
    ,
    Honglin Mu
    ,
    Xiao Xu
    , Libo Qin,
    Qingfu Zhu
    ,
    Wanxiang Che
  43. Self-chats from Large Language Models Make Small Emotional Support Chatbot Better
    ACL 2024 ·
    Zhonghua Zheng
    ,
    Lizi Liao
    ,
    Yang Deng
    , Libo Qin,
    Liqiang Nie
  44. Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
    NeurIPS 2024 ·
    Qiguang Chen
    , Libo Qin,
    Jiaqi Wang
    ,
    Jingxuan Zhou
    ,
    Wanxiang Che
  45. What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
    NeurIPS 2024 · Libo Qin,
    Qiguang Chen
    ,
    Hao Fei
    ,
    Zhi Chen
    ,
    Min Li
    ,
    Wanxiang Che
  46. Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information
    EMNLP 2024 ·
    Yongheng Zhang
    ,
    Qiguang Chen
    ,
    Jingxuan Zhou
    ,
    Peng Wang
    ,
    Jiasheng Si
    ,
    Jin Wang
    ,
    Wenpeng Lu
    , Libo Qin