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Zhu, Kaijie

  1. Large Language Models Understand and Can be Enhanced by Emotional Stimuli
    2023/07/14 by Cheng Li, Jindong Wang, Li, Cheng +15 · 24 voices · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CL #cs.HC
  2. A Survey on Evaluation of Large Language Models
    2023/07/06 by Yupeng Chang, Chang, Yupeng, Xu Wang +29 · 220 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents
    2023/10/26 by Qinlin Zhao, Jindong Wang, Zhao, Qinlin +11 · 2 voices · 19 citations
    Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance #cs.AI #cs.CL #cs.HC #cs.MA
  4. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts
    2023/06/07 by Kaijie Zhu, Zhu, Kaijie, Jindong Wang +19 · 38 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  5. AgentReview: Exploring Peer Review Dynamics with LLM Agents
    2024/06/18 by Yiqiao Jin, Jin, Yiqiao, Qinlin Zhao +11 · 18 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  6. DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
    2023/09/29 by Kaijie Zhu, Jiaao Chen, Zhu, Kaijie +9 · 13 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  7. PromptBench: A Unified Library for Evaluation of Large Language Models
    2023/12/13 by Kaijie Zhu, Qinlin Zhao, Zhu, Kaijie +7 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  8. Dynamic Evaluation of Large Language Models by Meta Probing Agents
    2024/02/21 by Zhu, Kaijie, Wang, Jindong, Zhao, Qinlin +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. PromptArmor: Simple yet Effective Prompt Injection Defenses
    2025/07/21 by Shi, Tianneng, Zhu, Kaijie, Wang, Zhun +13 · 25 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  10. MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
    2025/02/07 by Kaijie Zhu, Zhu, Kaijie, Xianjun Yang +7 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security #Radiation Effects in Electronics #Security and Verification in Computing
  11. Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning
    2023/08/01 by Zhu, Kaijie, Wang, Jindong, Hu, Xixu +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
    2025/02/20 by Huang, Yue, Gao, Chujie, Wu, Siyuan +63 · 8 citations
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  13. NPHardEval4V: Dynamic Evaluation of Large Vision-Language Models with Effects of Vision
    2024/03/04 by Xiang Li, Li, Xiang, Wenyue Hua +18 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  14. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    2023/12/18 by Cheng Li, Li, Cheng, Jindong Wang +17 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Language and cultural evolution #Topic Modeling
  15. SOPBench: Evaluating Language Agents at Following Standard Operating Procedures and Constraints
    2025/03/11 by Zekun Li, Li, Zekun, Huang, Shinda +16 · 4 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  16. Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
    2024/06/04 by Wenyue Hua, Kaijie Zhu, Hua, Wenyue +17 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  17. Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks
    2025/02/06 by Li, Miaomiao, Chen, Hao, Wang, Yang +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Co-PatcheR: Collaborative Software Patching with Component(s)-specific Small Reasoning Models
    2025/05/25 by LI Hong-we, Tang, Yuheng, Li, Hongwei +8 · 4 citations
    Business, Management and Accounting · Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE)
  19. Achilles Heel of Distributed Multi-Agent Systems
    2025/04/10 by Yuhan Zhang, Yijiang Li, Zhang, Yiting +9 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection
  20. Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
    2025/05/24 by Yuchen Wu, Wu, Yuchen, Edward W. Sun +11 · 2 citations
    Business, Management and Accounting · Engineering · #Business Process Modeling and Analysis #Computers and Society (cs.CY) #FOS: Computer and information sciences #Safety Systems Engineering in Autonomy