Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models
AAAI 2026
Chen, Qiguang and Peng, Dengyun and Liu, Jinhao and Su, HuiKang and Guan, Jiannan and Qin, Libo and Che, Wanxiang
Chen Qiguang
Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models
AAAI 2026
Chen, Qiguang and Peng, Dengyun and Liu, Jinhao and Su, HuiKang and Guan, Jiannan and Qin, Libo and Che, Wanxiang
A survey of multilingual large language models
Patterns, 6, 2025.
Qin, Libo and Chen, Qiguang and Zhou, Yuhang and Chen, Zhi and Li, Yinghui and Liao, Lizi and Li, Min and Che, Wanxiang and Yu, Philip S
A survey of multilingual large language models
Patterns, 6, 2025.
Qin, Libo and Chen, Qiguang and Zhou, Yuhang and Chen, Zhi and Li, Yinghui and Liao, Lizi and Li, Min and Che, Wanxiang and Yu, Philip S
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
Proceedings of the 31st International Conference on Computational Linguistics, 5071--5081, 2025.
Li, Bohan and Guan, Jiannan and Dou, Longxu and Feng, Yunlong and Wang, Dingzirui and Xu, Yang and Wang, Enbo and Chen, Qiguang and Wang, Bichen and Xu, Xiao and Zhang, Yimeng and Qin, Libo and Zhao, Yanyan and Zhu, Qingfu and Che, Wanxiang
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
Proceedings of the 31st International Conference on Computational Linguistics, 5071--5081, 2025.
Li, Bohan and Guan, Jiannan and Dou, Longxu and Feng, Yunlong and Wang, Dingzirui and Xu, Yang and Wang, Enbo and Chen, Qiguang and Wang, Bichen and Xu, Xiao and Zhang, Yimeng and Qin, Libo and Zhao, Yanyan and Zhu, Qingfu and Che, Wanxiang
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
Proceedings of the AAAI Conference on Artificial Intelligence, 2025
Cheng, Zihui and Chen, Qiguang and Zhang, Jin and Fei, Hao and Feng, Xiaocheng and Che, Wanxiang and Li, Min and Qin, Libo
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
Proceedings of the AAAI Conference on Artificial Intelligence, 2025
Cheng, Zihui and Chen, Qiguang and Zhang, Jin and Fei, Hao and Feng, Xiaocheng and Che, Wanxiang and Li, Min and Qin, Libo
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
Findings of the Association for Computational Linguistics: EMNLP 2025, 8311--8334, 2025.
Peng, Dengyun and Zhou, Yuhang and Chen, Qiguang and Liu, JinHao and Chen, Jingjing and Qin, Libo and Che, Wanxiang
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
Findings of the Association for Computational Linguistics: EMNLP 2025, 8311--8334, 2025.
Peng, Dengyun and Zhou, Yuhang and Chen, Qiguang and Liu, JinHao and Chen, Jingjing and Qin, Libo and Che, Wanxiang
Towards reasoning era: A survey of long chain-of-thought for reasoning large language models
arXiv preprint arXiv:2503.09567, 2025.
Chen, Qiguang and Qin, Libo and Liu, Jinhao and Peng, Dengyun and Guan, Jiannan and Wang, Peng and Hu, Mengkang and Zhou, Yuhang and Gao, Te and Che, Wangxiang
Towards reasoning era: A survey of long chain-of-thought for reasoning large language models
arXiv preprint arXiv:2503.09567, 2025.
Chen, Qiguang and Qin, Libo and Liu, Jinhao and Peng, Dengyun and Guan, Jiannan and Wang, Peng and Hu, Mengkang and Zhou, Yuhang and Gao, Te and Che, Wangxiang
Visual thoughts: A unified perspective of understanding multimodal chain-of-thought
NeurIPS 2025
Cheng, Zihui and Chen, Qiguang and Xu, Xiao and Wang, Jiaqi and Wang, Weiyun and Fei, Hao and Wang, Yidong and Wang, Alex Jinpeng and Chen, Zhi and Che, Wanxiang and others
Visual thoughts: A unified perspective of understanding multimodal chain-of-thought
NeurIPS 2025
Cheng, Zihui and Chen, Qiguang and Xu, Xiao and Wang, Jiaqi and Wang, Weiyun and Fei, Hao and Wang, Yidong and Wang, Alex Jinpeng and Chen, Zhi and Che, Wanxiang and others
Decoupling breaks data barriers: a decoupled pre-training framework for multi-intent spoken language understanding
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024.
Qin, Libo and Chen, Qiguang and Zhou, Jingxuan and Li, Qinzheng and Lu, Chunlin and Che, Wanxiang
Decoupling breaks data barriers: a decoupled pre-training framework for multi-intent spoken language understanding
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024.
Qin, Libo and Chen, Qiguang and Zhou, Jingxuan and Li, Qinzheng and Lu, Chunlin and Che, Wanxiang
M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 8199--8221, 2024.
Chen, Qiguang and Qin, Libo and Zhang, Jin and Chen, Zhi and Xu, Xiao and Che, Wanxiang
M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 8199--8221, 2024.
Chen, Qiguang and Qin, Libo and Zhang, Jin and Chen, Zhi and Xu, Xiao and Che, Wanxiang
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
Advances in Neural Information Processing Systems, 54872--54904, 2024.
Chen, Qiguang and Qin, Libo and Wang, Jiaqi and Zhou, Jinxuan and Che, Wanxiang
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
Advances in Neural Information Processing Systems, 54872--54904, 2024.
Chen, Qiguang and Qin, Libo and Wang, Jiaqi and Zhou, Jinxuan and Che, Wanxiang
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
Advances in Neural Information Processing Systems, 123207--123236, 2024.
Qin, Libo and Chen, Qiguang and Fei, Hao and Chen, Zhi and Li, Min and Che, Wanxiang
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
Advances in Neural Information Processing Systems, 123207--123236, 2024.
Qin, Libo and Chen, Qiguang and Fei, Hao and Chen, Zhi and Li, Min and Che, Wanxiang
Cliptext: A new paradigm for zero-shot text classification
Findings of the Association for Computational Linguistics: ACL 2023, 1077--1088, 2023.
Qin, Libo and Wang, Weiyun and Chen, Qiguang and Che, Wanxiang
Cliptext: A new paradigm for zero-shot text classification
Findings of the Association for Computational Linguistics: ACL 2023, 1077--1088, 2023.
Qin, Libo and Wang, Weiyun and Chen, Qiguang and Che, Wanxiang
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2695--2709, 2023.
Qin, Libo and Chen, Qiguang and Wei, Fuxuan and Huang, Shijue and Che, Wanxiang
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2695--2709, 2023.
Qin, Libo and Chen, Qiguang and Wei, Fuxuan and Huang, Shijue and Che, Wanxiang
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue
Proceedings of the 29th International Conference on Computational Linguistics, 461--470, 2022.
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Liu, Qian and Huang, Shijue and Che, Wanxiang and Yu, Zhou
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue
Proceedings of the 29th International Conference on Computational Linguistics, 461--470, 2022.
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Liu, Qian and Huang, Shijue and Che, Wanxiang and Yu, Zhou
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang