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Jifeng Zhu

2 accepted papers

2025

ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG

NeurIPS 2025poster

Knowledge graphs (KGs), with their structured representation capabilities, offer promising avenue for enhancing Retrieval Augmented Generation (RAG) systems, leading to the development of KG-RAG systems. Nevertheless, existing methods often struggle to achieve effective synergy between system effect…

Cited by 0SourcecodeScholar
2022

Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks

CVPR 2022oral

One major goal of the AI security community is to securely and reliably produce and deploy deep learning models for real-world applications. To this end, data poisoning based backdoor attacks on deep neural networks (DNNs) in the production stage (or training stage) and corresponding defenses are ex…

Cited by 74PDFcodeScholar