Nan Xu

1. VASPKIT: A user-friendly interface facilitating high-throughput computing and analysis using VASP code
   2021/05/28 by Vei Wang, Nan Xu, Jincheng Liu +4 · 105 citations
   Earth and Planetary Sciences · Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Electronic and Structural Properties of Oxides #High-pressure geophysics and materials
2. AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
   2023/10/03 by Xiaogeng Liu, Liu, Xiaogeng, Nan Xu +5 · 157 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
3. Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
   2024/06/25 by Minzheng Wang, Longze Chen, Wang, Minzheng +25 · 32 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
4. Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
   2023/11/16 by Nan Xu, Fei Wang, Xu, Nan +9 · 14 citations
   Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Adversarial Robustness in Machine Learning
5. Evaluating Large Language Models on Controlled Generation Tasks
   2023/10/23 by Jiao Sun, Yufei Tian, Sun, Jiao +15 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
6. Diagnosing Reinforcement Learning for Traffic Signal Control
   2019/05/12 by Guanjie Zheng, Zheng, Guanjie, Xinshi Zang +13 · 5 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management
7. Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation
   2025/03/17 by Songjun Tu, J. C. Lin, Tu, Songjun +18 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
8. YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction
   2023/12/24 by Xinglin Xiao, Xiao, Xinglin, Yijie Wang +17 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
9. DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises
   2024/11/12 by Nan Xu, Xu, Nan, Xuezhe Ma +1 · 3 citations
   Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health and Psychiatry
10. Adaptive Social Learning via Mode Policy Optimization for Language Agents
    2025/05/04 by Minzheng Wang, Wang, Minzheng, Yongbin Li +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
11. TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering
    2025/06/04 by Junnan Zhu, Zhu, Junnan, Jingyi Wang +11 · 6 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
12. A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids
    2021/10/12 by Xiangtian Zheng, Nan Xu, Zheng, Xiangtian +13 · 1 citation
    Computer Science · Engineering · Environmental Science · #Atmospheric and Environmental Gas Dynamics #Computational Physics and Python Applications #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering
    2025/05/29 by Jingxuan Wei, Wei, Jingxuan, Nan Xu +11 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
14. From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning
    2024/07/01 by Nan Xu, Fei Wang, Xu, Nan +7 · 2 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. CAMEL: Curvature-Augmented Manifold Embedding and Learning
    2023/03/05 by Nan Xu, Xu, Nan, Yongming Liu +1 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
16. ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
    2025/06/11 by Jia, Caijun, Nan Xu, Jingxuan Wei +10 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
17. Monotonic Paraphrasing Improves Generalization of Language Model Prompting
    2024/03/24 by Qin Liu, Liu, Qin, Fei Wang +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
18. Improving lysine production through construction of an Escherichia coli enzyme‐constrained model
    2020/07/10 by Chao Ye, Qiuling Luo, Liang Guo +7 · 15 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Microbial Metabolic Engineering and Bioproduction #Biofuel production and bioconversion #Enzyme Catalysis and Immobilization
19. S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation
    2026/07/17 by Jiahao Zhao, Junyi Liu, Lifeng Xu +19
    #cs.AI
20. From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis
    2026/07/28 by Liwei Dong, Jiahao Zhao, Nan Xu
    #cs.AI