3 papers
cs.IT2026
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…
cs.IT2026
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…
cs.NI2024
Interpretable Nonroutine Network Traffic Prediction with a Case Study
Liangzhi Wang, Haoyuan Zhu, Jiliang Zhang +2
This paper pioneers a nonroutine network traffic prediction (NNTP) method to prospectively provide a theoretical basis for avoiding large-scale network disruption by accurately pre…