Pengfei He

1. The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
   2024/02/23 by Shenglai Zeng, Zeng, Shenglai, Jiankun Zhang +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 · 31 citations
   Computer Science · #Multi-Agent Systems and Negotiation
3. DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models
   2023/05/25 by Yingqian Cui, Jie Ren, Cui, Yingqian +11 · 9 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection
4. Unveiling Privacy Risks in LLM Agent Memory
   2025/02/17 by Bo Wang, Weiyi He, Wang, Bo +11 · 20 citations
   Computer Science · #Cloud Data Security Solutions #Security and Verification in Computing #Privacy-Preserving Technologies in Data
5. 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
6. Large sample spectral analysis of graph-based multi-manifold clustering
   2021/07/28 by Nicolás García Trillos, Trillos, Nicolas Garcia, Pengfei He +3 · 4 citations
   Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spectral Theory (math.SP) #Topological and Geometric Data Analysis
7. Copyright Protection in Generative AI: A Technical Perspective
   2024/02/04 by Jie Ren, Ren, Jie, Xu Han +21 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
8. Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
   2022/10/06 by Jiacheng Liu, Liu, Jiacheng, Skyler Hallinan +11 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
9. Superiority of Multi-Head Attention in In-Context Linear Regression
   2024/01/30 by Yingqian Cui, Jie Ren, Cui, Yingqian +7 · 3 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)
10. Efficacy of plant growth promoting bacteria Bacillus amyloliquefaciens B9601-Y2 for biocontrol of southern corn leaf blight
    2019/08/27 by Wenyan Cui, Pengjie He, Shahzad Munir +8 · 2 citations
    Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Nematode management and characterization studies #Plant-Microbe Interactions and Immunity
11. Evaluating the Effectiveness and Efficiency of Demonstration Retrievers in RAG for Coding Tasks
    2024/10/12 by Pengfei He, Shaowei Wang, He, Pengfei +4 · 2 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Machine Learning and Data Classification #Algorithms and Data Compression
12. A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
    2024/10/21 by Yingqian Cui, Cui, Yingqian, Pengfei He +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)
13. DEKR-SPrior: An Efficient Bottom-Up Keypoint Detection Model for Accurate Pod Phenotyping in Soybean
    2024/01/01 by Jingjing He, Lin Weng, Xiaogang Xu +11 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genomics and Phylogenetic Studies #Smart Agriculture and AI
14. 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
15. Lingxi: Repository-Level Issue Resolution Framework Enhanced by Procedural Knowledge Guided Scaling
    2025/10/13 by Yang Xu, Jiayuan Zhou, Yang, Xu +13 · 2 citations
    Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies #Software Engineering (cs.SE)
16. Deep Learning Techniques for Automatic Lateral X-ray Cephalometric Landmark Detection: Is the Problem Solved?
    2024/09/24 by Hongyuan Zhang, Ching‐Wei Wang, Zhang, Hongyuan +28 · 1 citation
    Arts and Humanities · Dentistry · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Forensic Anthropology and Bioarchaeology Studies #Medical Imaging and Analysis
17. 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
18. Molecular insights from integrated metabolome-transcriptome into endophyte Bacillus subtilis L1-21 surfactin against citrus Huanglongbing
    2025/01/01 by Ayesha Ahmed, Yinglong Liu, Rizwan Khan +5 · 1 citation
19. Multi-Faceted Studies on Data Poisoning can Advance LLM Development
    2025/02/20 by Pengfei He, He, Pengfei, Yue Xing +7 · 1 citation
    Decision Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
20. "Anomalous Solid Solution" in Ultra-High Melting Point Oxides: A New Strategy for Developing Ultra-High Temperature Thermal Protection Coatings
    2026/07/30 by Yubo Wang, Hong Meng, Pengfei He +7
    Physics and Astronomy · #cond-mat.mtrl-sci