Qiguang Chen

According to our database, Qiguang Chen authored at least 63 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

MPFToD: a modularized pre-training framework for consistency identification in task-oriented dialogue.

Libo Qin, Shijue Huang, Qiguang Chen, Qian Liu, Wanxiang Che, Ruifeng Xu

Frontiers Comput. Sci., October, 2025

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

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

CoRR, August, 2025

MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models.

Yiyan Ji, Haoran Chen, Qiguang Chen, Chengyue Wu, Libo Qin, Wanxiang Che

CoRR, July, 2025

ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models.

Yongheng Zhang, Xu Liu, Ruihan Tao, Qiguang Chen, Hao Fei, Wanxiang Che, Libo Qin

CoRR, July, 2025

AI4Research: A Survey of Artificial Intelligence for Scientific Research.

Qiguang Chen, Ming-Hsuan Yang, Libo Qin, Jinhao Liu, Zheng Yan, Jiannan Guan, Dengyun Peng, Yiyan Ji, Hanjing Li, Mengkang Hu, Yimeng Zhang, Yihao Liang, Yu Zhou, Jiaqi Wang, Zhi Chen, Wanxiang Che

CoRR, July, 2025

Volumetric Parameterization for 3-Dimensional Simply-Connected Manifolds.

Zhiyuan Lyu, Qiguang Chen, Gary P. T. Choi, Lok Ming Lui

CoRR, June, 2025

Truly Assessing Fluid Intelligence of Large Language Models through Dynamic Reasoning Evaluation.

Yue Yang, MingKang Chen, Qihua Liu, Mengkang Hu, Qiguang Chen, Gengrui Zhang, Shuyue Hu, Guangtao Zhai, Yu Qiao, Yu Wang, Wenqi Shao, Ping Luo

CoRR, June, 2025

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.

Mengkang Hu, Yuhang Zhou, Wendong Fan, Yuzhou Nie, Bowei Xia, Tao Sun, Ziyu Ye, Zhaoxuan Jin, Yingru Li, Qiguang Chen, Zeyu Zhang, Yifeng Wang, Qianshuo Ye, Bernard Ghanem, Ping Luo, Guohao Li

CoRR, May, 2025

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought.

Zihui Cheng, Qiguang Chen, Xiao Xu, Jiaqi Wang, Weiyun Wang, Hao Fei, Yidong Wang, Alex Jinpeng Wang, Zhi Chen, Wanxiang Che, Libo Qin

CoRR, May, 2025

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning.

Qiguang Chen, Libo Qin, Jinhao Liu, Yue Liao, Jiaqi Wang, Jingxuan Zhou, Wanxiang Che

CoRR, May, 2025

Efficient Process Reward Model Training via Active Learning.

Keyu Duan, Zichen Liu, Xin Mao, Tianyu Pang, Changyu Chen, Qiguang Chen, Michael Qizhe Shieh, Longxu Dou

CoRR, April, 2025

DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective.

Dengyun Peng, Yuhang Zhou, Qiguang Chen, Jinhao Liu, Jingjing Chen, Libo Qin

CoRR, March, 2025

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

Qiguang Chen, Libo Qin, Jinhao Liu, Dengyun Peng, Jiannan Guan, Peng Wang, Mengkang Hu, Yuhang Zhou, Te Gao, Wanxiang Che

CoRR, March, 2025

The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Safety Analysis.

Wenbo Pan, Zhichao Liu, Qiguang Chen, Xiangyang Zhou, Haining Yu, Xiaohua Jia

CoRR, February, 2025

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model.

Qiguang Chen, Libo Qin, Jinhao Liu, Dengyun Peng, Jiaqi Wang, Mengkang Hu, Zhi Chen, Wanxiang Che, Ting Liu

CoRR, February, 2025

DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization.

Jiaqi Wang, Yuhang Zhou, Zhixiong Zhang, Qiguang Chen, Yongqiang Chen, James Cheng

Trans. Mach. Learn. Res., 2025

A survey of multilingual large language models.

Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu

Patterns, 2025

Deformation-invariant neural network and its applications in distorted image restoration and analysis.

Han Zhang, Qiguang Chen, Lok Ming Lui

Neural Networks, 2025

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding.

Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits.

Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che

Proceedings of the 31st International Conference on Computational Linguistics, 2025

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System.

Peng Wang, Ruihan Tao, Qiguang Chen, Mengkang Hu, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios.

Jinyang Huang, Xiachong Feng, Qiguang Chen, Hanjie Zhao, Zihui Cheng, Jiesong Bai, Jingxuan Zhou, Min Li, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation.

Mengkang Hu, Tianxing Chen, Yude Zou, Yuheng Lei, Qiguang Chen, Ming Li, Yao Mu, Hongyuan Zhang, Wenqi Shao, Ping Luo

Proceedings of the Findings of the Association for Computational Linguistics, 2025

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model.

Mengkang Hu, Tianxing Chen, Qiguang Chen, Yao Mu, Wenqi Shao, Ping Luo

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection.

Libo Qin, Qiguang Chen, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry Applied to Imaging.

Qiguang Chen, Zhiwen Li, Lok Ming Lui

SIAM J. Imaging Sci., March, 2024

KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing.

Yifei Yang, Zouying Cao, Qiguang Chen, Libo Qin, Dongjie Yang, Hai Zhao, Zhi Chen

CoRR, 2024

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought.

Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che

CoRR, 2024

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks.

Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li

CoRR, 2024

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, Wanxiang Che, Hang Yan, Kai Chen, Dahua Lin

CoRR, 2024

An Optimal Task Planning and Agent-aware Allocation Algorithm in Collaborative Tasks Combining with PDDL and POPF.

Qiguang Chen, Ya-Jun Pan

CoRR, 2024

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

CoRR, 2024

Large Language Models Meet NLP: A Survey.

Libo Qin, Qiguang Chen, Xiachong Feng, Yang Wu, Yongheng Zhang, Yinghui Li, Min Li, Wanxiang Che, Philip S. Yu

CoRR, 2024

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.

Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu

CoRR, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration.

Libo Qin, Qiguang Chen, Hao Fei, Zhi Chen, Min Li, Wanxiang Che

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding.

Libo Qin, Qiguang Chen, Jingxuan Zhou, Qinzheng Li, Chunlin Lu, Wanxiang Che

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Tree-Planner: Efficient Close-loop Task Planning with Large Language Models.

Mengkang Hu, Yao Mu, Xinmiao Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification.

Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li, Libo Qin

Proceedings of the IEEE International Conference on Acoustics, 2024

Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information.

Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought.

Yongheng Zhang, Qiguang Chen, Min Li, Wanxiang Che, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Automatic landmark detection and registration of brain cortical surfaces via quasi-conformal geometry and convolutional neural networks.

Yuchen Guo, Qiguang Chen, Gary P. T. Choi, Lok Ming Lui

Comput. Biol. Medicine, September, 2023

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models.

Ziyu Zhuang, Qiguang Chen, Longxuan Ma, Mingda Li, Yi Han, Yushan Qian, Haopeng Bai, Zixian Feng, Weinan Zhang, Ting Liu

CoRR, 2023

3D Quasiconformal Representation and Solver.

Qiguang Chen, Lok Ming Lui

CoRR, 2023

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding.

Wenbo Pan, Qiguang Chen, Xiao Xu, Wanxiang Che, Libo Qin

CoRR, 2023

HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding.

Bo Zheng, Zhouyang Li, Fuxuan Wei, Qiguang Chen, Libo Qin, Wanxiang Che

CoRR, 2023

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages.

Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Admittance-Based Non-Singular Terminal Sliding Mode Control of Multiple Cooperative Manipulators.

Lucas Wan, Ya-Jun Pan, Qiguang Chen

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

CLIPText: A New Paradigm for Zero-shot Text Classification.

Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System.

Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding.

Libo Qin, Qiguang Chen, Xiao Xu, Yunlong Feng, Wanxiang Che

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue.

Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

GL-CLeF: 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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Structure preservation adversarial network for visual domain adaptation.

Min Meng, Qiguang Chen, Jigang Wu

Inf. Sci., 2021

A Learning Framework for Diffeomorphic Image Registration based on Quasi-conformal Geometry.

Qiguang Chen, Zhiwen Li, Lok Ming Lui

CoRR, 2021

Synthesizing ReLU neural networks with two hidden layers as barrier certificates for hybrid systems.

Qingye Zhao, Xin Chen, Yifan Zhang, Meng Sha, Zhengfeng Yang, Wang Lin, Enyi Tang, Qiguang Chen, Xuandong Li

Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Synthesizing Barrier Certificates of Neural Network Controlled Continuous Systems via Approximations.

Meng Sha, Xin Chen, Yuzhe Ji, Qingye Zhao, Zhengfeng Yang, Wang Lin, Enyi Tang, Qiguang Chen, Xuandong Li

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021