2 papers
cs.NI2025
Graph Attention Reinforcement Learning for Multicast Routing and Age-Optimal Scheduling
Yanning Zhang, Guocheng Liao, Shengbin Cao +3
Multicast routing is essential for real-time group applications, such as video streaming, virtual reality, and metaverse platforms, where the Age of Information (AoI) acts as a cru…
cs.NI2025
MoE: Optimizing Collaborative Inference for Edge Large Language Models
Lyudong Jin, Yanning Zhang, Yanhan Li +4
Large language models (LLMs) have demonstrated remarkable capabilities across a wide range of natural language processing tasks. Exploiting the heterogeneous capabilities of edge L…