利用场景图引导大模型生成空间布局，破解几何关系建模难题，AI布局新思路。
arXiv:2608.01106v1 Announce Type: cross Abstract: Understanding and generating spatially coherent layouts from natural language remains a fundamental …
LLM结构化生成中的约束解码存在隐藏成本：掩码和重新归一化可能扭曲生成模式，论文揭示这一关键代价。
arXiv:2603.03305v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used to generate executable outputs, JSON obje…
用层次化领域特定语言融合LLM智能体，实现结构化3D室内场景一键生成与精准局部编辑。
arXiv:2606.09738v1 Announce Type: new Abstract: Text-driven indoor scene generation and editing require an intermediate representation that language m…