1 citations · 1 across the 4 of their papers we have counts for
5 papers
Risk-Aware Safe Throughput Forecasting for Starlink Networks
Hongjun Xie, Chao Zhang, Pengcheng Luo +4
As a representative low Earth orbit (LEO) broadband system, Starlink exhibits highly variable access throughput, making short-term forecasting essential for network resource manage…
SABR: A Stable Adaptive Bitrate Framework Using Behavior Cloning Pretraining and Reinforcement Learning Fine-Tuning
Pengcheng Luo, Yunyang Zhao, Bowen Zhang +3
With the advent of 5G, the internet has entered a new video-centric era. From short-video platforms like TikTok to long-video platforms like Bilibili, online video services are res…
OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM
Bowen Zhang, Pengcheng Luo, Genke Yang +2
With the rise of artificial intelligence (AI), applying large language models (LLMs) to mathematical problem-solving has attracted increasing attention. Most existing approaches at…
Performance Analysis of Free-Space Information Sharing in Full-Duplex Semantic Communications
Hongyang Du, Jiacheng Wang, Dusit Niyato +4
In next-generation Internet services, such as Metaverse, the mixed reality (MR) technique plays a vital role. Yet the limited computing capacity of the user-side MR headset-mounted…
Spectrum Refarming: A New Paradigm of Spectrum Sharing for Cellular Networks
Shiying Han, Ying-Chang Liang, Boon-Hee Soong
Spectrum refarming (SR) refers to a radio resource management technique which allows different generations of cellular networks to operate in the same radio spectrum. In this paper…