Showing 2025Show all
2 papers · 1 filter
cs.IT2025
Pinching-antenna-enabled Federated Learning: Tail Latency, Participation, and Convergence Analysis
Yushen Lin, Zihan Chen, Zhiguo Ding
Federated learning (FL) in wireless networks is limited by straggler delays from unpredictable channel conditions. In this paper, we investigate the pinching-antenna system (PASS),…
cs.LG2025
Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework
Yushen Lin, Ruichen Zhang, Wenqi Huang +4
In this work, we develop a specialized dataset aimed at enhancing the evaluation and fine-tuning of large language models (LLMs) specifically for wireless communication application…