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Xing, Yue

  1. The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
    2024/02/23 by Shenglai Zeng, Jiankun Zhang, Zeng, Shenglai +19 · 27 citations
    Social Sciences · Computer Science · Decision Sciences · #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Technology Adoption and User Behaviour
  2. Red-Teaming LLM Multi-Agent Systems via Communication Attacks
    2025/02/20 by Pengfei He, YinChen Lin, He, Pengfei +8 · 29 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  3. Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis
    2024/06/16 by Yuping Lin, Peng He, Lin, Yuping +11 · 16 citations
    Computer Science · #Digital and Cyber Forensics #Cybercrime and Law Enforcement Studies #Information and Cyber Security
  4. Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention
    2024/03/17 by Ren, Jie, Li, Yaxin, Zeng, Shenglai +4 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  5. DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models
    2023/05/25 by Yingqian Cui, Cui, Yingqian, Jie Ren +11 · 9 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection
  6. Unveiling Privacy Risks in LLM Agent Memory
    2025/02/17 by Bo Wang, Wang, Bo, Weiyi He +11 · 20 citations
    Computer Science · #Cloud Data Security Solutions #Security and Verification in Computing #Privacy-Preserving Technologies in Data
  7. Exploring Memorization in Fine-tuned Language Models
    2023/10/10 by Zeng, Shenglai, Li, Yaxin, Ren, Jie +7 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data
    2024/06/20 by Shenglai Zeng, Zeng, Shenglai, Jiankun Zhang +17 · 9 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  9. Data Poisoning for In-context Learning
    2024/02/03 by He, Pengfei, Xu, Han, Xing, Yue +3 · 5 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  10. Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
    2024/11/21 by Zeng, Shenglai, Zhang, Jiankun, Li, Bingheng +8 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Superiority of Multi-Head Attention in In-Context Linear Regression
    2024/01/30 by Cui, Yingqian, Ren, Jie, He, Pengfei +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
    2025/02/18 by Cui, Yingqian, He, Pengfei, Zeng, Jingying +11 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models
    2023/10/03 by Cui, Yingqian, Ren, Jie, Lin, Yuping +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  14. Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models
    2024/10/16 by Jie Ren, Kangrui Chen, Ren, Jie +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques
  15. Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability
    2024/03/06 by Rajdeep Haldar, Yue Xing, Haldar, Rajdeep +3 · 2 citations
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data
    2024/02/01 by Yue Xing, Xing, Yue, Xiaofeng Lin +8 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Machine Learning and Algorithms
  17. Structured Memory Mechanisms for Stable Context Representation in Large Language Models
    2025/05/28 by Yue Xing, Xing, Yue, Tao Yang +8 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  18. A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
    2024/10/21 by Yingqian Cui, Pengfei He, Cui, Yingqian +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
    2025/10/06 by Pengfei He, He, Pengfei, Zhenwei Dai +23 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  20. A General Framework to Enhance Fine-tuning-based LLM Unlearning
    2025/02/25 by Jie Ren, Ren, Jie, Zhenwei Dai +17 · 2 citations
    Physics and Astronomy · Engineering · #Magnetic confinement fusion research #Non-Destructive Testing Techniques #Particle accelerators and beam dynamics
  21. Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
    2025/05/31 by Jie Ren, Zhenwei Dai, Ren, Jie +20 · 3 citations
    Business, Management and Accounting · Computer Science · #Corporate Insolvency and Governance #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Private Equity and Venture Capital
  22. Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning
    2024/10/18 by He, Pengfei, Li, Zitao, Xing, Yue +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Comprehensive Vulnerability Analysis is Necessary for Trustworthy LLM-MAS
    2025/06/02 by He, Pengfei, Xing, Yue, Dong, Shen +7 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  24. On the Generalization Properties of Adversarial Training
    2020/08/15 by Xing, Yue, Song, Qifan, Cheng, Guang · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models
    2024/06/21 by Ren, Jie, Chen, Kangrui, Cui, Yingqian +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  26. EnTruth: Enhancing the Traceability of Unauthorized Dataset Usage in Text-to-image Diffusion Models with Minimal and Robust Alterations
    2024/06/20 by Ren, Jie, Cui, Yingqian, Chen, Chen +3 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  27. Contrastive Learning-Based Dependency Modeling for Anomaly Detection in Cloud Services
    2025/10/15 by Xing, Yue, Deng, Yingnan, Liu, Heyao +3 · 8 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems
    2025/06/03 by Pengfei He, He, Pengfei, Zhenwei Dai +20 · 3 citations
    Computer Science · #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  29. Adversarial Training with Generated Data in High-Dimensional Regression: An Asymptotic Study
    2023/06/21 by Yue Xing, Xing, Yue · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Spectroscopy Techniques in Biomedical and Chemical Research
  30. Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks
    2025/05/09 by Yue Xing, Zheng, Hongye, Lipeng Zhu +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Technologies in Various Fields #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  31. Multi-Faceted Studies on Data Poisoning can Advance LLM Development
    2025/02/20 by Pengfei He, Yue Xing, He, Pengfei +7 · 1 citation
    Decision Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management