3 papers
cs.OS2026
VUDA: Breaking CUDA-Vulkan Isolation for Spatial Sharing of Compute and Graphics on the Same GPU
Bin Xu, Pengfei Hu, Wenxin Zheng +2
GPU-based simulation environments for embodied AI interleave physics simulation (CUDA) and photorealistic rendering (Vulkan) on a single device. We observe that two foundational sc…
cs.SE2026
SkVM: Revisiting Language VM for Skills across Heterogenous LLMs and Harnesses
Le Chen, Erhu Feng, Yubin Xia +1
LLM agents increasingly adopt skills as a reusable unit of composition. While skills are shared across diverse agent platforms, current systems treat them as raw context, causing t…
cs.OS2025
From Imperative to Declarative: Towards LLM-friendly OS Interfaces for Boosted Computer-Use Agents
Yuan Wang, Mingyu Li, Haibo Chen
Computer-use agents (CUAs) powered by large language models (LLMs) have emerged as a promising approach to automating computer tasks, yet they struggle with the existing human-orie…