Qiguang Chen

1. AI4Research: A Survey of Artificial Intelligence for Scientific Research
   2025/07/02 by Qiguang Chen, Chen, Qiguang, Mingda Yang +31 · 10 voices · 13 citations
   Computer Science · Decision Sciences · Materials Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL
2. Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
   2023/10/23 by Libo Qin, Qiguang Chen, Qin, Libo +7 · 21 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
3. Large Language Models Meet NLP: A Survey
   2024/05/21 by Libo Qin, Qin, Libo, Qiguang Chen +15 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
   2024/08/18 by Mengkang Hu, Hu, Mengkang, Tianxing Chen +9 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Robotics (cs.RO) #Semantic Web and Ontologies #Topic Modeling
5. OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
   2025/05/29 by Mengkang Hu, Yuhang Zhou, Hu, Mengkang +28 · 52 citations
   Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Scheduling and Optimization Algorithms
6. CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
   2024/12/17 by Zihui Cheng, Cheng, Zihui, Qiguang Chen +12 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
   2023/10/12 by Mengkang Hu, Yao Mu, Hu, Mengkang +17 · 7 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
8. Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers
   2024/04/07 by Libo Qin, Qiguang Chen, Qin, Libo +15 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
   2025/05/21 by Zihui Cheng, Cheng, Zihui, Qiguang Chen +18 · 11 citations
   Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
10. Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
    2025/02/18 by Minqiao Hu, Tianxing Chen, Hu, Mengkang +13 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
11. What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
    2024/10/27 by Libo Qin, Qin, Libo, Qiguang Chen +8 · 5 citations
    Computer Science · #Speech and dialogue systems
12. The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
    2025/02/13 by Wenbo Pan, Pan, Wenbo, Zhichao Liu +9 · 4 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Insolvency and Governance #Digital Rights Management and Security #FOS: Computer and information sciences
13. Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information
    2024/10/06 by Yongheng Zhang, Qiguang Chen, Zhang, Yongheng +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation
14. AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought
    2024/06/20 by Yongheng Zhang, Zhang, Yongheng, Qiguang Chen +7 · 2 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Scientific Computing and Data Management #Service-Oriented Architecture and Web Services
15. ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
    2025/07/14 by Yongheng Zhang, Xü Liu, Zhang, Yongheng +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
16. Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
    2025/11/06 by Jingqi Tong, Yurong Mou, Tong, Jingqi +24 · 9 citations
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
17. Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
    2024/12/17 by Bohan Li, Li, Bohan, Longxu Dou +26 · 2 citations
    Psychology · Social Sciences · #Mental Health via Writing #Computational and Text Analysis Methods
18. AI Can Learn Scientific Taste
    2026/03/15 by Jingqi Tong, Mingzhe Li, Hangcheng Li +20 · 4 voices
    #cs.CL
19. MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios
    2025/06/15 by Jinyang Huang, Huang, Jinyang, Xiachong Feng +13 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
20. In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks
    2024/10/02 by Dingzirui Wang, X. Zhang, Wang, Dingzirui +21 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
21. CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models
    2025/05/25 by Yongheng Zhang, Zhang, Yongheng, Xu Liu +10 · 2 citations
    Computer Science · Medicine · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Epilepsy research and treatment #FOS: Computer and information sciences #Mental Health via Writing #Text Readability and Simplification
22. Thinking in Video: Can Video Generators Really Reason About the Real World?
    2026/07/20 by Yongheng Zhang, Guang Yang, Ruihan Hou +12
    #cs.CV #cs.AI #cs.CL
23. RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement
    2026/07/28 by Fanqing Meng, Lingxiao Du, Qiguang Chen +4
    #cs.SE #cs.CL