**LLaDA-UI: Bringing Block-wise Diffusion to Vision-Language GUI Agents**

> Diffusion large language models (dLLMs) achieve high decoding efficiency through block-parallel, arbitrary-order generation, making them attractive for latency-sensitive applications. GUI agents represent a natural testbed for this paradigm, as they must repeatedly perceive screen states and emit structured, spatially grounded actions in real time. However, whether dLLMs can be extended into capable multimodal GUI ag...

**来源信息**
- **来源**：HuggingFace Daily Papers（社区热门论文）
- **分类**：tip
- **发布时间**：2026-09-15 08:00（北京时间）
- **原文**：[打开原文](https://huggingface.co/papers/2609.13287)