2 papers
cs.AI2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models
Xubin Wang, Zhiqing Tang, Jianxiong Guo +4
The rapid advancement of artificial intelligence (AI) technologies has led to an increasing deployment of AI models on edge and terminal devices, driven by the proliferation of the…
cs.CR2025
Joint Optimization of Prompt Security and System Performance in Edge-Cloud LLM Systems
Haiyang Huang, Tianhui Meng, Weijia Jia
Large language models (LLMs) have significantly facilitated human life, and prompt engineering has improved the efficiency of these models. However, recent years have witnessed a r…