activity
20242026
most citedMSADM: Large Language Model (LLM) Assisted End-to-End Network Health Management Based on Multi-Scale Semanticization

4 citations · 4 across the 3 of their papers we have counts for

collaborators

6 papers

cs.AI2026

PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis

Zongzong Wu, Ming Zhao, Fengxiao Tang +1

Network faults propagate layer by layer along topology and protocol dependencies, yet operations systems typically observe only symptomatic alerts at the tail end of propagation ch…

cs.NI2026

Toward Realistic Wi-Fi Fault Diagnosis: A Multi-Modal Benchmark

Junjian Zhang, Haobo Deng, Xinxin Li +3

Intelligent network operation and maintenance systems in modern networks continuously generate large volumes of multi-modal operational data. However, Wi-Fi fault diagnosis under h…

cs.NI20264 cited

MSADM: Large Language Model (LLM) Assisted End-to-End Network Health Management Based on Multi-Scale Semanticization

Fengxiao Tang, Xiaonan Wang, Xun Yuan +4

Network device and system health management is the foundation of modern network operations and maintenance. Traditional health management methods, relying on expert identification…

cs.IT2025

Sharing Intelligent Reflecting Surfaces in Multi-Operator Communication Systems for Sustainable 6G Networks

Hiroaki Hashida, Yuichi Kawamoto, Nei Kato

In this study, we investigate the use of intelligent reflecting surfaces (IRSs) in multi-operator communication systems for 6G networks, focusing on sustainable and efficient resou…

cs.NI2025

6G comprehensive intelligence: network operations and optimization based on Large Language Models

Sifan Long, Fengxiao Tang, Yangfan Li +4

The sixth generation mobile communication standard (6G) can promote the development of Industrial Internet and Internet of Things (IoT). To achieve comprehensive intelligent develo…

cs.NI2024

Quantum Computing in Wireless Communications and Networking: A Tutorial-cum-Survey

Wei Zhao, Tangjie Weng, Yue Ruan +4

Owing to its outstanding parallel computing capabilities, quantum computing (QC) has been a subject of continuous attention. With the gradual maturation of QC platforms, it has inc…