3 papers
cs.CR2025
SELF: A Robust Singular Value and Eigenvalue Approach for LLM Fingerprinting
Hanxiu Zhang, Yue Zheng
The protection of Intellectual Property (IP) in Large Language Models (LLMs) represents a critical challenge in contemporary AI research. While fingerprinting techniques have emerg…
cs.CV2025
Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models
Yue Zheng, Xiufang Shi, Jiming Chen +1
Video anomaly detection (VAD) has rapidly advanced by recent development of Vision-Language Models (VLMs). While these models offer superior zero-shot detection capabilities, their…
cs.DC2025
A Review on Edge Large Language Models: Design, Execution, and Applications
Yue Zheng, Yuhao Chen, Bin Qian +3
Large language models (LLMs) have revolutionized natural language processing with their exceptional understanding, synthesizing, and reasoning capabilities. However, deploying LLMs…