2 papers
cs.DC2025
Split Fine-Tuning for Large Language Models in Wireless Networks
Songge Zhang, Guoliang Cheng, Xinyu Huang +4
Fine-tuning is the process of adapting the pre-trained large language models (LLMs) for downstream tasks. Due to substantial parameters, fine-tuning LLMs on mobile devices demands…
cs.NI2024
Efficient Digital Twin Data Processing for Low-Latency Multicast Short Video Streaming
Xinyu Huang, Shisheng Hu, Mushu Li +2
In this paper, we propose a novel efficient digital twin (DT) data processing scheme to reduce service latency for multicast short video streaming. Particularly, DT is constructed…