| LayoutDM: Transformer-based Diffusion Model for Layout Generation | May 4, 2023 | DenoisingDiversity | —Unverified | 0 |
| LayoutFlow: Flow Matching for Layout Generation | Mar 27, 2024 | DenoisingLayout Generation | —Unverified | 0 |
| LayoutTransformer: Relation-Aware Scene Layout Generation | Jan 1, 2021 | Image GenerationLayout Generation | —Unverified | 0 |
| LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models | Dec 3, 2024 | Layout Generation | —Unverified | 0 |
| Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers | May 7, 2025 | Image GenerationLayout Generation | —Unverified | 0 |
| Learning Object Context for Novel-View Scene Layout Generation | Jan 1, 2022 | 3D geometryImage Generation | —Unverified | 0 |
| LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization | Jun 9, 2025 | Layout GenerationRobot Navigation | —Unverified | 0 |
| LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model | Jun 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation | Jul 17, 2024 | Layout Generation | —Unverified | 0 |
| MaskPLAN: Masked Generative Layout Planning from Partial Input | Jan 1, 2024 | AttributeDesign Synthesis | —Unverified | 0 |
| Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis | Jul 17, 2025 | Layout Generation | —Unverified | 0 |
| Multimodal Attention for Layout Synthesis in Diverse Domains | Jan 1, 2021 | Layout Generation | —Unverified | 0 |
| Neural Design Network: Graphic Layout Generation with Constraints | Dec 19, 2019 | Image GenerationLayout Generation | —Unverified | 0 |
| OPAL-Net: A Generative Model for Part-based Object Layout Generation | May 30, 2020 | Layout Generation | —Unverified | 0 |
| Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases | Feb 5, 2024 | Layout GenerationObject | —Unverified | 0 |
| PAID: A Framework of Product-Centric Advertising Image Design | Jan 24, 2025 | Image GenerationLayout Generation | —Unverified | 0 |
| Person-in-Context Synthesiswith Compositional Structural Space | Aug 28, 2020 | Layout Generation | —Unverified | 0 |
| Physics-based Scene Layout Generation from Human Motion | May 21, 2024 | Layout Generation | —Unverified | 0 |
| Planning and Rendering: Towards Product Poster Generation with Diffusion Models | Dec 14, 2023 | DiversityImage Inpainting | —Unverified | 0 |
| PLay: Parametrically Conditioned Layout Generation using Latent Diffusion | Jan 27, 2023 | Layout DesignLayout Generation | —Unverified | 0 |
| PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation | May 6, 2025 | In-Context LearningLayout Generation | —Unverified | 0 |
| READ: Recursive Autoencoders for Document Layout Generation | Sep 1, 2019 | Layout Generation | —Unverified | 0 |
| VMap: An Interactive Rectangular Space-filling Visualization for Map-like Vertex-centric Graph Exploration | May 31, 2023 | Layout Generation | —Unverified | 0 |
| EmbodiedGen: Towards a Generative 3D World Engine for Embodied Intelligence | Jun 12, 2025 | Image to 3DLayout Generation | —Unverified | 0 |
| A Custom IC Layout Generation Engine Based on Dynamic Templates and Grids | Jul 24, 2022 | Layout Generation | —Unverified | 0 |
| AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models | Mar 1, 2025 | Large Language ModelLayout Design | —Unverified | 0 |
| Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation | May 26, 2025 | Layout DesignLayout Generation | —Unverified | 0 |
| A Novel Framework for Automated Warehouse Layout Generation | Jul 11, 2024 | Layout Generation | —Unverified | 0 |
| AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks | Nov 24, 2024 | Few-Shot Object DetectionImage Generation | —Unverified | 0 |
| A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions | Aug 24, 2023 | Layout Generation | —Unverified | 0 |
| Attribute-conditioned Layout GAN for Automatic Graphic Design | Sep 11, 2020 | AttributeLayout Generation | —Unverified | 0 |
| Automatic Storage Structure Selection for hybrid Workload | Aug 15, 2020 | Layout Generation | —Unverified | 0 |
| AutoPoster: A Highly Automatic and Content-aware Design System for Advertising Poster Generation | Aug 2, 2023 | AttributeLayout Generation | —Unverified | 0 |
| BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction | Mar 25, 2025 | DenoisingLayout Generation | —Unverified | 0 |
| Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation | Apr 27, 2021 | 3D geometryDiversity | —Unverified | 0 |
| LayoutDiT: Exploring Content-Graphic Balance in Layout Generation with Diffusion Transformer | Jul 21, 2024 | BlockingLayout Generation | —Unverified | 0 |
| Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM | Jul 31, 2024 | In-Context LearningLayout Design | —Unverified | 0 |
| ChatPattern: Layout Pattern Customization via Natural Language | Mar 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CityCraft: A Real Crafter for 3D City Generation | Jun 7, 2024 | Autonomous DrivingDiversity | —Unverified | 0 |
| CityGen: Infinite and Controllable 3D City Layout Generation | Dec 3, 2023 | DiversityLayout Generation | —Unverified | 0 |
| CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion | May 18, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Planner3D: LLM-enhanced graph prior meets 3D indoor scene explicit regularization | Mar 19, 2024 | 3D Shape GenerationDiversity | —Unverified | 0 |
| Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs | Apr 30, 2022 | Layout Generation | —Unverified | 0 |
| Computer-Aided Layout Generation for Building Design: A Review | Apr 13, 2025 | Layout DesignLayout Generation | —Unverified | 0 |
| Constrained Layout Generation with Factor Graphs | Mar 30, 2024 | Graph Neural NetworkLayout Generation | —Unverified | 0 |
| Continuous Graph Flow | Aug 7, 2019 | Density EstimationGraph Generation | —Unverified | 0 |
| CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation | Dec 5, 2024 | Image GenerationLayout Generation | —Unverified | 0 |
| Ctrl-Room: Controllable Text-to-3D Room Meshes Generation with Layout Constraints | Oct 5, 2023 | Layout GenerationScene Generation | —Unverified | 0 |
| Decoupled Diffusion Sparks Adaptive Scene Generation | Apr 14, 2025 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Detailed Human-Centric Text Description-Driven Large Scene Synthesis | Nov 30, 2023 | Image GenerationLanguage Modeling | —Unverified | 0 |