The Internet of Agents (IoA) not only provides a foundational architecture for collaborative reasoning among artificial intelligence (AI) agents but also brings new challenges to task offloading. Unlike traditional task offloading, agentic AI tasks involve sustained multistep reasoning, planning, and context maintenanc...
Yue Zhong, Yong-Ju Tong, Jia-Wen Kang et al.· IEEE Internet of Things Jour...· 0 citations
Smart contract vulnerability detection with Large Language Models (LLMs) faces three causally linked challenges. First, new vulnerability categories demand parameter-efficient adaptation, since full retraining is prohibitive for sequentially arriving tasks. Second, training per-task adapters on a shared backbone causes...
Teng-Hui Huang, Jia-Wen Kang, Dong-Ning Liu et al.· 0 citations
A taxonomy to categorize the roles of LLMs into four critical functions: state perceiver, reward designer, decision-maker, and generator is proposed and reviewed to offer insights into its future development in wireless networks.
This work proposes a split-inference framework for implementing CVL, which fully leverages the distributed communication and computing resources of the 6G SAGIN architecture and discusses potential research directions for 6G SAGIN-enabled CVL.
Min Hao, Yan-Bing Xu, Maoqiang Wu et al.· arXiv.org· 0 citations
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