Publications

Enhancing Large Language Models (LLMs) for Telecom using Dynamic Knowledge Graphs and Explainable Retrieval-Augmented Generation

Dun Yuan, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong (Charlie) Zhang.

arXiv preprint arXiv:2602.17529, 2026.

arXiv DBLP

Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

Hao Zhou, Chengming Hu, Ye Yuan, Yufei Cui, Yili Jin, Can Chen, Haolun Wu, Dun Yuan, Li Jiang, Di Wu, Xue Liu, Jianzhong Zhang, Xianbin Wang, Jiangchuan Liu.

IEEE Communications Surveys & Tutorials, 27(3):1955-2005, 2025.

DBLP arXiv

Large Language Models for Wireless Networks: An Overview from the Prompt Engineering Perspective

Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xi Chen, Hina Tabassum, Xue Liu.

IEEE Wireless Communications, 32(4):98-106, 2025.

DBLP arXiv

Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation

Dun Yuan, Hao Zhou, Di Wu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Charlie Zhang.

IEEE International Conference on Communications Workshops (ICC Workshops), pp. 486-491, 2025.

DBLP arXiv

Prompting Wireless Networks: Reinforced In-Context Learning for Power Control

Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Jianzhong Charlie Zhang.

ICML 2025 Workshop on Machine Learning for Wireless Communication and Networks.

OpenReview ICML workshop

Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-Context Learning

Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Zhu Han, Jianzhong Zhang.

IEEE Wireless Communications Letters, 14(3):711-715, 2025.

DBLP arXiv

Large Language Model (LLM)-Enabled In-Context Learning for Wireless Network Optimization: A Case Study of Power Control

Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Charlie Zhang.

arXiv preprint arXiv:2408.00214, 2024.

arXiv DBLP

PoUDR: Proof of Unified Data Retrieval in Decentralized Storage Networks

Zonglun Li, Shuhao Zheng, Junliang Luo, Ziyue Xin, Dun Yuan, Shang Gao, Sichao Yang, Bin Xiao, Xue Liu.

IACR Cryptology ePrint Archive, 2024.

IACR ePrint DBLP

Realizing XR Applications Using 5G-Based 3D Holographic Communication and Mobile Edge Computing

Dun Yuan, Ekram Hossain, Di Wu, Xue Liu, Gregory Dudek.

arXiv preprint arXiv:2310.03908, 2023.

arXiv DBLP

Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks

Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek.

IEEE International Conference on Communications (ICC), pp. 3720-3725, 2023.

DBLP arXiv

A Workload-Aware Load Balancing Algorithm for Cluster Rendering Platform

Qian Li, Weiguo Wu, Dun Yuan, Kang Liu, Lei Jia, Jianhang Huang.

CSE 2020, pp. 50-57.

DBLP

Design and Implementation of Vehicle Chassis Detection System Based on Multi-Sensor Fusion Technology

Dun Yuan, L. Liu.

2019 4th International Conference on Electromechanical Control Technology and Transportation (ICECTT), pp. 113-116, 2019.