4 papers
The Semantic Least-Energy Principle: A Hypothesis for Intelligence
Jie Zhang, Haoyuan Zhu, James Jinheng Zhang +1
Despite remarkable advances in artificial intelligence and cognitive neuroscience, no generally accepted first-principle explains why intelligent systems organize latent semantic s…
Information Abstraction for Data Transmission Networks based on Large Language Models
Haoyuan Zhu, Haonan Hu, Jie Zhang
Biological systems, particularly the human brain, achieve remarkable energy efficiency by abstracting information across multiple hierarchical levels. In contrast, modern artificia…
iPLAN: Redefining Indoor Wireless Network Planning Through Large Language Models
Jinbo Hou, Stefanos Bakirtzis, Kehai Qiu +5
Efficient indoor wireless network (IWN) planning is crucial for providing high-quality 5G in-building services. However, traditional meta-heuristic and artificial intelligence-base…
Mean Age of Information in Partial Offloading Mobile Edge Computing Networks
Ying Dong, Hang Xiao, Haonan Hu +3
The age of information (AoI) performance analysis is essential for evaluating the information freshness in the large-scale mobile edge computing (MEC) networks. This work proposes…