Zeng, Shenglai
- 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
- Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
2023/06/18 by Juanhui Li, Li, Juanhui, Harry Shomer +13 · 11 citations
Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
- 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
- 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
- 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)
- 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
- Copyright Protection in Generative AI: A Technical Perspective
2024/02/04 by Jie Ren, Xu Han, Ren, Jie +21 · 4 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)
- 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)
- Empowering GraphRAG with Knowledge Filtering and Integration
2025/03/18 by Guo, Kai, Shomer, Harry, Zeng, Shenglai +3 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- On the Generalization of Training-based ChatGPT Detection Methods
2023/10/02 by Xu, Han, Ren, Jie, He, Pengfei +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- 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