2 papers
cs.AI2025
A-VL: Adaptive Attention for Large Vision-Language Models
Junyang Zhang, Mu Yuan, Ruiguang Zhong +5
The Large Vision-Language Model (LVLM) integrates computer vision and natural language processing techniques, offering substantial application potential. However, these models dema…
cs.DC2025
PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks
Huiyou Zhan, Xuan Zhang, Haisheng Tan +4
Large language models (LLMs), while driving a new wave of interactive AI applications across numerous domains, suffer from high inference costs and heavy cloud dependency. Motivate…