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

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs

IEEE Transactions on Circuits and Systems for Video Technology, 35(12), 12278--12291, 2025.

Xu, Xiao and Qin, Libo and Che, Wanxiang and Kan, Min-Yen

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs

IEEE Transactions on Circuits and Systems for Video Technology, 35(12), 12278--12291, 2025.

Xu, Xiao and Qin, Libo and Che, Wanxiang and Kan, Min-Yen

Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 15828--15844, 2025.

Niu, Tianhao and Cui, Yiming and Wang, Baoxin and Xu, Xiao and Yao, Xin and Zhu, Qingfu and Wu, Dayong and Wang, Shijin and Che, Wanxiang

Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 15828--15844, 2025.

Niu, Tianhao and Cui, Yiming and Wang, Baoxin and Xu, Xiao and Yao, Xin and Zhu, Qingfu and Wu, Dayong and Wang, Shijin 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

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 Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1768--1777, 2024.

Feng, Yunlong and Li, Bohan and Qin, Libo and Xu, Xiao and Che, Wanxiang

A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1768--1777, 2024.

Feng, Yunlong and Li, Bohan and Qin, Libo 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

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

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement

Findings of the Association for Computational Linguistics: EMNLP 2024, 6603--6614, 2024.

Feng, Yunlong and Teng, Dechuan and Xu, Yang and Mu, Honglin and Xu, Xiao and Qin, Libo and Zhu, Qingfu and Che, Wanxiang

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement

Findings of the Association for Computational Linguistics: EMNLP 2024, 6603--6614, 2024.

Feng, Yunlong and Teng, Dechuan and Xu, Yang and Mu, Honglin and Xu, Xiao and Qin, Libo and Zhu, Qingfu and Che, Wanxiang

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Proceedings of the AAAI Conference on Artificial Intelligence, 3018--3027, 2024.

Li, Bohan and Xu, Xiao and Wang, Xinghao and Hou, Yutai and Feng, Yunlong and Wang, Feng and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Proceedings of the AAAI Conference on Artificial Intelligence, 3018--3027, 2024.

Li, Bohan and Xu, Xiao and Wang, Xinghao and Hou, Yutai and Feng, Yunlong and Wang, Feng and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Modularized Pre-Training for End-to-End Task-Oriented Dialogue

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1601-1610, 2023.

Qin, Libo and Xu, Xiao and Wang, Lehan and Zhang, Yue and Che, Wanxiang

Modularized Pre-Training for End-to-End Task-Oriented Dialogue

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1601-1610, 2023.

Qin, Libo and Xu, Xiao and Wang, Lehan and Zhang, Yue and Che, Wanxiang

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding

Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.

Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding

Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.

Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin 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

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

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.

Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.

Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting