Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 37696--37732, 2026.

Niu, Tianhao and Han, Ziyu and Chen, Qiguang and Zhou, Shiqi and Shan, Baocai and Fang, Hengjie and Zhu, Qingfu and Che, Wanxiang

Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 37696--37732, 2026.

Niu, Tianhao and Han, Ziyu and Chen, Qiguang and Zhou, Shiqi and Shan, Baocai and Fang, Hengjie and Zhu, Qingfu and Che, Wanxiang

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 45100--45135, 2026.

Chen, Qiguang and Luan, Chengyu and Wu, Jiajun and Yu, Qiming and Yang, Yi and Li, Yizhuo and Tong, Jingqi and Feng, Xiachong and Qin, Libo and Che, Wanxiang

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 45100--45135, 2026.

Chen, Qiguang and Luan, Chengyu and Wu, Jiajun and Yu, Qiming and Yang, Yi and Li, Yizhuo and Tong, Jingqi and Feng, Xiachong and Qin, Libo and Che, Wanxiang

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models

Proceedings of the AAAI Conference on Artificial Intelligence, 40(36), 30261--30269, 2026.

Chen, Qiguang and Peng, Dengyun and Liu, Jinhao and Su, HuiKang and Guan, Jiannan and Qin, Libo and Che, Wanxiang

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models

Proceedings of the AAAI Conference on Artificial Intelligence, 40(36), 30261--30269, 2026.

Chen, Qiguang and Peng, Dengyun and Liu, Jinhao and Su, HuiKang and Guan, Jiannan and Qin, Libo and Che, Wanxiang

Visual thoughts: A unified perspective of understanding multimodal chain-of-thought

Advances in Neural Information Processing Systems 38, 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

Advances in Neural Information Processing Systems 38, 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

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

CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models

Proceedings of the AAAI Conference on Artificial Intelligence, 39(22), 23678--23686, 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, 39(22), 23678--23686, 2025.

Cheng, Zihui and Chen, Qiguang and Zhang, Jin and Fei, Hao and Feng, Xiaocheng and Che, Wanxiang and Li, Min and Qin, Libo

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

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

A survey of multilingual large language models

Patterns, 6(1), 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(1), 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

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