Junxing Hu

Transmission Line Meteorological Risk Classification Using Multi-Source Incomplete Data

2025

In this paper, an innovative meteorological risk classification method is proposed to solve the problem of risk prediction of transmission lines under the complex and changeable meteorological data environment. This method is based on the …

HiMA-Ecom: Enabling Joint Training of Hierarchical Multi-Agent E-commerce Assistants

2025 · ArXiv.org

Hierarchical multi-agent systems based on large language models (LLMs) have become a common paradigm for building AI assistants in vertical domains such as e-commerce, where a master agent coordinates multiple specialized sub-agents. Despite their practical …