libo-qin-photo

Libo Qin (覃立波)

qinlibo [at] hit.edu.cn

HIT-SZ Associate Professor
School of Computer Science and Technology
Harbin Institute of Technology, Shenzhen

Google Scholar | 中文主页

About me

Libo Qin is an Associate Professor in the School of Computer Science and Technology and the Institute of Computing and Intelligence at Harbin Institute of Technology, Shenzhen. His main research interests include natural language processing, large language models, and chain-of-thought reasoning. He has published several papers in top international conferences such as TPAMI, NeurIPS, ACL, EMNLP, and AAAI.
His research has been selected as one of Paper Digest's most influential papers and has received the Best Youth Paper Nomination Award at the World Artificial Intelligence Conference and the Best Paper Award at the EMNLP 2022 MMNLU Workshop. He has been listed among “World's Top 2% Scientists” (by Stanford and Elsevier) and as one of the “Top 100 Rising Stars in Global Chinese AI.” He also serves as (Senior) Area Chair or Senior Program Committee Member for top conferences including ICLR, ACL, EMNLP, NAACL, ACL Rolling Review, AAAI, and IJCAI.

Join Us

🎯 Recruitment Areas:
  • Research directions related to large model reasoning, agents, etc.
  • Master’s / PhD / Research Assistant (RA)
👤 Requirements:
  • Highly self-motivated and proactive
  • Strong interest in research
  • Applicants whose sole goal is to obtain a degree are not encouraged to apply
🌟 Support:
  • Outstanding students may be recommended for internships at Tencent, Baidu, Alibaba, Huawei, etc.
  • Students interested in pursuing a PhD abroad may be recommended to top universities in Singapore, the United States, Canada, etc.
📧 Contact: qinlibo [at] hit.edu.cn (For undergraduate research internships and Master’s/PhD applications, please indicate your application type in the email and attach your CV. If positions are still available, I will respond as soon as possible. )

Invited Talks

Supervised / Co-supervised Alumni (Partial)

  • Xiao Xu (PhD Student in HIT, now in Alibaba, Qwen Team)
  • Fuxuan Wei (Master Student in HIT, now in Kuaishou Technology, Kuaishou STAR Program)
  • Tianbao Xie (Undergraduate Student in HIT, incoming OpenAI, HKPFS)
  • Qiguang Chen (Undergraduate Student in HIT, now PhD Student in HIT, CAST Young Talents Program (PhD Track))
  • Lehan Wang (Undergraduate Student in HIT, now PhD Student in HKUST, HKPFS)

Selected Publications

  • CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models.
    Yongheng Zhang, Xu Liu, Ruoxi Zhou, Qiguang Chen, Hao Fei, Wenpeng Lu, Libo Qin*
    ACL 2025 Main (CCF A) [Paper] [Code]

  • What are the essential factors in crafting effective long context multi-hop instruction datasets? insights and best practices.
    Zhi Chen, Qiguang Chen, Libo Qin*, Qipeng Guo, Haijun Lv, Yicheng Zou, Hang Yan, Kai Chen, Dahua Lin
    ACL 2025 Main (CCF A) [Paper] [Code]

  • Unlocking the capabilities of thought: A reasoning boundary framework to quantify and optimize chain-of-thought.
    Qiguang Chen, Libo Qin*, Jiaqi Wang, Jingxuan Zhou, Wanxiang Che*
    NeurIPS 2024 (CCF A) [Paper] [Code]

  • CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models.
    Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin*
    AAAI 2025 (CCF A) [Paper] [Code]

  • M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought.
    Qiguang Chen, Libo Qin*, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che*
    ACL 2024 Main (CCF A) [Paper] [Code]

  • End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions.
    Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li
    EMNLP2023 (CAAI A) [Paper] [Code]

  • A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding.
    Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
    ACL 2022 Main (CCF A) [Paper] [Code]

  • GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling.
    Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu
    ACL 2021 Main (CCF A) [Paper] [Code]

  • Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System.
    Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che
    EMNLP 2021 (CAAI A) [Paper] [Code]

  • Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog.
    Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu
    ACL 2020 Main (CCF A) [Paper] [Code]