Yue Xing
- The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
2024/02/23 by Shenglai Zeng, Zeng, Shenglai, Jiankun Zhang +19 · 40 citations
Social Sciences · Computer Science · Decision Sciences · #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Technology Adoption and User Behaviour
- FSC certification in Zambia's miombo woodlands: the experience of Muzama.
2000/01/01 by Linbin Yang, Qiang Liu, Xiaoqian Zhang +13 · 8 citations
Business, Management and Accounting · Environmental Science · Immunology and Microbiology · Medicine · #Environmental Conservation and Management #Forest Management and Policy #Global trade, sustainability, and social impact #Immune cells in cancer #Neutrophil, Myeloperoxidase and Oxidative Mechanisms #Nitric Oxide and Endothelin Effects
- Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis
2024/06/16 by Yuping Lin, Lin, Yuping, Peng He +11 · 27 citations
Computer Science · #Digital and Cyber Forensics #Cybercrime and Law Enforcement Studies #Information and Cyber Security
- Red-Teaming LLM Multi-Agent Systems via Communication Attacks
2025/02/20 by Pengfei He, YinChen Lin, He, Pengfei +8 · 45 citations
Computer Science · #Multi-Agent Systems and Negotiation
- Unveiling Privacy Risks in LLM Agent Memory
2025/02/17 by Bo Wang, Weiyi He, Wang, Bo +11 · 29 citations
Computer Science · #Cloud Data Security Solutions #Security and Verification in Computing #Privacy-Preserving Technologies in Data
- Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention
2024/03/17 by Jie Ren, Ren, Jie, Yaxin Li +11 · 16 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
- Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data
2024/06/20 by Shenglai Zeng, Zeng, Shenglai, Jiankun Zhang +17 · 13 citations
Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- Data Poisoning for In-context Learning
2024/02/03 by Peng He, He, Pengfei, Han Xu +9 · 10 citations
Computer Science · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences
- Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
2025/02/18 by Yingqian Cui, Pengfei He, Cui, Yingqian +25 · 16 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) #Semantic Web and Ontologies #Topic Modeling
- Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
2024/11/21 by Shenglai Zeng, Zeng, Shenglai, Jiankun Zhang +19 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
- Superiority of Multi-Head Attention in In-Context Linear Regression
2024/01/30 by Yingqian Cui, Jie Ren, Cui, Yingqian +7 · 5 citations
Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models
2023/10/03 by Yingqian Cui, Jie Ren, Cui, Yingqian +16 · 3 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
2024/10/21 by Yingqian Cui, Cui, Yingqian, Pengfei He +11 · 6 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)
- Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models
2024/10/16 by Jie Ren, Ren, Jie, Kangrui Chen +11 · 4 citations
Computer Science · #Natural Language Processing Techniques
- A General Framework to Enhance Fine-tuning-based LLM Unlearning
2025/02/25 by Jie Ren, Ren, Jie, Zhenwei Dai +17 · 7 citations
Physics and Astronomy · Engineering · #Magnetic confinement fusion research #Non-Destructive Testing Techniques #Particle accelerators and beam dynamics
- Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability
2024/03/06 by Rajdeep Haldar, Haldar, Rajdeep, Yue Xing +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)
- Adversarially Robust Estimate and Risk Analysis in Linear Regression
2020/12/18 by Yue Xing, Xing, Yue, Ruizhi Zhang +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Structured Memory Mechanisms for Stable Context Representation in Large Language Models
2025/05/28 by Yue Xing, Xing, Yue, Tao Yang +8 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data
2024/02/01 by Yue Xing, Xiaofeng Lin, Xing, Yue +8 · 2 citations
Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Machine Learning and Algorithms
- Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning
2024/10/18 by Pengfei He, Zitao Li, He, Pengfei +8 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
2025/05/31 by Jie Ren, Zhenwei Dai, Ren, Jie +20 · 5 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
- Comprehensive Vulnerability Analysis is Necessary for Trustworthy LLM-MAS
2025/06/02 by Pengfei He, He, Pengfei, Yue Xing +16 · 4 citations
Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Multi-Agent Systems and Negotiation
- Contrastive Learning-Based Dependency Modeling for Anomaly Detection in Cloud Services
2025/10/15 by Yue Xing, Yi Deng, Xing, Yue +9 · 8 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software System Performance and Reliability
- Creeping fat-derived mechanosensitive fibroblasts drive intestinal fibrosis in Crohn’s disease strictures
2025/09/17 by Khristian E. Bauer-Rowe, Benjamin Pham, Michelle Griffin +24 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Cancer Cells and Metastasis #Fibroblast Growth Factor Research #IL-33, ST2, and ILC Pathways
- Multi-Faceted Studies on Data Poisoning can Advance LLM Development
2025/02/20 by Pengfei He, Yue Xing, He, Pengfei +7 · 3 citations
Decision Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach
2025/02/19 by Shenglai Zeng, Peng He, Zeng, Shenglai +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques
- Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks
2025/05/09 by Yue Xing, Zheng, Hongye, Xing, Yue +7 · 4 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
- 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
- Efficient LLM Adversarial Training via Low-Rank Defense and Circuit-Guided Surrogates
2026/07/31 by Weiyi He, Yuping Lin, Jiliang Tang +1
Computer Science · #cs.LG #cs.AI