4 papers
ANet Patu-1: The Value of Connection in the Agent Network
Mu Yuan, Jinke Song, Zhaomeng Zhou +1
The Internet taught us that the value of a network depends on \emph{how} its nodes connect: broadcast stars scale as (Sarnoff), fully-connected meshes as (Met…
IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling
Zhaomeng Zhou, Lan Zhang, Junyang Wang +3
Intelligent systems powered by large-scale sensor networks are shifting from predefined monitoring to intent-driven operation, revealing a critical Semantic-to-Physical Mapping Gap…
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service
Yihang Cheng, Lan Zhang, Junyang Wang +2
Retrieval-augmented generation (RAG) improves the service quality of large language models by retrieving relevant documents from credible literature and integrating them into the c…
Safety Layers in Aligned Large Language Models: The Key to LLM Security
Shen Li, Liuyi Yao, Lan Zhang +1
Aligned LLMs are secure, capable of recognizing and refusing to answer malicious questions. However, the role of internal parameters in maintaining such security is not well unders…