LLMs as Layout Designers: Enhanced Spatial Reasoning for Content-Aware Layout Generation
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Sha, Petrangeli, Stefano, Shen, Yu, Chen, Xiang, Ramakrishnan, Naren |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design
por: Li, Sha, et al.
Publicado: (2026)
por: Li, Sha, et al.
Publicado: (2026)
Experience as a Compass: Multi-agent RAG with Evolving Orchestration and Agent Prompts
por: Li, Sha, et al.
Publicado: (2026)
por: Li, Sha, et al.
Publicado: (2026)
iPoster: Content-Aware Layout Generation for Interactive Poster Design via Graph-Enhanced Diffusion Models
por: Zhou, Xudong, et al.
Publicado: (2026)
por: Zhou, Xudong, et al.
Publicado: (2026)
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning
por: Shi, Yaorui, et al.
Publicado: (2026)
por: Shi, Yaorui, et al.
Publicado: (2026)
PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement
por: Wang, Huaxiaoyue, et al.
Publicado: (2026)
por: Wang, Huaxiaoyue, et al.
Publicado: (2026)
Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning
por: Ran, Xingjian, et al.
Publicado: (2025)
por: Ran, Xingjian, et al.
Publicado: (2025)
Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation
por: Brioschi, Riccardo, et al.
Publicado: (2025)
por: Brioschi, Riccardo, et al.
Publicado: (2025)
LayoutAgent: A Vision-Language Agent Guided Compositional Diffusion for Spatial Layout Planning
por: Fan, Zezhong, et al.
Publicado: (2025)
por: Fan, Zezhong, et al.
Publicado: (2025)
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation
por: Chen, Guojin, et al.
Publicado: (2024)
por: Chen, Guojin, et al.
Publicado: (2024)
Content-Aware Ad Banner Layout Generation with Two-Stage Chain-of-Thought in Vision Language Models
por: Yoshitake, Kei, et al.
Publicado: (2025)
por: Yoshitake, Kei, et al.
Publicado: (2025)
3D-Layout-R1: Structured Reasoning for Language-Instructed Spatial Editing
por: Zhen, Haoyu, et al.
Publicado: (2026)
por: Zhen, Haoyu, et al.
Publicado: (2026)
Text-to-Layout: A Generative Workflow for Drafting Architectural Floor Plans Using LLMs
por: Duggempudi, Jayakrishna, et al.
Publicado: (2025)
por: Duggempudi, Jayakrishna, et al.
Publicado: (2025)
GreenPlanner: Practical Floorplan Layout Generation via an Energy-Aware and Function-Feasible Generative Framework
por: Zeng, Pengyu, et al.
Publicado: (2025)
por: Zeng, Pengyu, et al.
Publicado: (2025)
Noise-Aware Training of Layout-Aware Language Models
por: Sarkhel, Ritesh, et al.
Publicado: (2024)
por: Sarkhel, Ritesh, et al.
Publicado: (2024)
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
por: Chen, Qin, et al.
Publicado: (2025)
por: Chen, Qin, et al.
Publicado: (2025)
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs
por: Colakoglu, Gaye, et al.
Publicado: (2025)
por: Colakoglu, Gaye, et al.
Publicado: (2025)
PlotMap: Automated Layout Design for Building Game Worlds
por: Wang, Yi, et al.
Publicado: (2023)
por: Wang, Yi, et al.
Publicado: (2023)
DecoMind: A Generative AI System for Personalized Interior Design Layouts
por: Alshehri, Reema, et al.
Publicado: (2025)
por: Alshehri, Reema, et al.
Publicado: (2025)
A Novel Framework for Automated Warehouse Layout Generation
por: Shahroudnejad, Atefeh, et al.
Publicado: (2024)
por: Shahroudnejad, Atefeh, et al.
Publicado: (2024)
Graph Learning with Distributional Edge Layouts
por: Zhao, Xinjian, et al.
Publicado: (2024)
por: Zhao, Xinjian, et al.
Publicado: (2024)
SE-VGAE: Unsupervised Disentangled Representation Learning for Interpretable Architectural Layout Design Graph Generation
por: Chen, Jielin, et al.
Publicado: (2024)
por: Chen, Jielin, et al.
Publicado: (2024)
Text-to-Stage: Spatial Layouts from Long-form Narratives
por: Hernandez, Jefferson, et al.
Publicado: (2026)
por: Hernandez, Jefferson, et al.
Publicado: (2026)
Spatial Information Integration in Small Language Models for Document Layout Generation and Classification
por: Melendez, Pablo, et al.
Publicado: (2025)
por: Melendez, Pablo, et al.
Publicado: (2025)
Layout-Aware OCR for Black Digital Archives with Unsupervised Evaluation
por: Beyene, Fitsum Sileshi, et al.
Publicado: (2025)
por: Beyene, Fitsum Sileshi, et al.
Publicado: (2025)
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling
por: Yang, Jeff, et al.
Publicado: (2025)
por: Yang, Jeff, et al.
Publicado: (2025)
Optimal Layout-Aware CNOT Circuit Synthesis with Qubit Permutation
por: Shaik, Irfansha, et al.
Publicado: (2024)
por: Shaik, Irfansha, et al.
Publicado: (2024)
Enhancing Object Coherence in Layout-to-Image Synthesis
por: Wang, Yibin, et al.
Publicado: (2023)
por: Wang, Yibin, et al.
Publicado: (2023)
WebRenderBench: Enhancing Web Interface Generation through Layout-Style Consistency and Reinforcement Learning
por: Lai, Peichao, et al.
Publicado: (2025)
por: Lai, Peichao, et al.
Publicado: (2025)
Layout Generation Agents with Large Language Models
por: Sasazawa, Yuichi, et al.
Publicado: (2024)
por: Sasazawa, Yuichi, et al.
Publicado: (2024)
ChatPattern: Layout Pattern Customization via Natural Language
por: Wang, Zixiao, et al.
Publicado: (2024)
por: Wang, Zixiao, et al.
Publicado: (2024)
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation
por: Li, Sha, et al.
Publicado: (2025)
por: Li, Sha, et al.
Publicado: (2025)
Tabular PDF Information Extraction with Local LLMs and Layout-Aware Parsing: A Reliability Evaluation
por: Hilmi, Muhammad Anis Al, et al.
Publicado: (2026)
por: Hilmi, Muhammad Anis Al, et al.
Publicado: (2026)
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
por: Sun, Fan-Yun, et al.
Publicado: (2024)
por: Sun, Fan-Yun, et al.
Publicado: (2024)
Layout-Aware Parsing Meets Efficient LLMs: A Unified, Scalable Framework for Resume Information Extraction and Evaluation
por: Zhu, Fanwei, et al.
Publicado: (2025)
por: Zhu, Fanwei, et al.
Publicado: (2025)
Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking
por: Zheng, Zirui, et al.
Publicado: (2025)
por: Zheng, Zirui, et al.
Publicado: (2025)
Constrained Layout Generation with Factor Graphs
por: Dupty, Mohammed Haroon, et al.
Publicado: (2024)
por: Dupty, Mohammed Haroon, et al.
Publicado: (2024)
Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model
por: Qiu, Zijin, et al.
Publicado: (2025)
por: Qiu, Zijin, et al.
Publicado: (2025)
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem
por: Li, Zhong-Zhi, et al.
Publicado: (2023)
por: Li, Zhong-Zhi, et al.
Publicado: (2023)
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design
por: Tang, Wenxin, et al.
Publicado: (2025)
por: Tang, Wenxin, et al.
Publicado: (2025)
PEPS: Quantum-Inspired Reinforcement Learning for Coherent Reasoning Traces in LLMs
por: Margapuri, Venkat, et al.
Publicado: (2025)
por: Margapuri, Venkat, et al.
Publicado: (2025)
Ejemplares similares
-
From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design
por: Li, Sha, et al.
Publicado: (2026) -
Experience as a Compass: Multi-agent RAG with Evolving Orchestration and Agent Prompts
por: Li, Sha, et al.
Publicado: (2026) -
iPoster: Content-Aware Layout Generation for Interactive Poster Design via Graph-Enhanced Diffusion Models
por: Zhou, Xudong, et al.
Publicado: (2026) -
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning
por: Shi, Yaorui, et al.
Publicado: (2026) -
PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement
por: Wang, Huaxiaoyue, et al.
Publicado: (2026)