| PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation | Apr 1, 2024 | Layout DesignLayout Generation | CodeCode Available | 2 |
| Aesthetic Text Logo Synthesis via Content-aware Layout Inferring | Apr 6, 2022 | Layout DesignLayout Generation | CodeCode Available | 2 |
| Generative AI for Cel-Animation: A Survey | Jan 8, 2025 | ColorizationLayout Design | CodeCode Available | 2 |
| LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models | Mar 21, 2023 | Layout DesignLayout Generation | CodeCode Available | 2 |
| Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints | Feb 7, 2024 | Layout DesignLayout Generation | CodeCode Available | 2 |
| MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning | Nov 24, 2022 | Deep Reinforcement LearningLayout Design | CodeCode Available | 2 |
| Text2Poster: Laying out Stylized Texts on Retrieved Images | Jan 6, 2023 | Image RetrievalLayout Design | CodeCode Available | 2 |
| GRIDS: Interactive Layout Design with Integer Programming | Jan 9, 2020 | Layout Design | CodeCode Available | 1 |
| Design Process is a Reinforcement Learning Problem | Nov 6, 2022 | Layout DesignOpenAI Gym | CodeCode Available | 1 |
| ReCo: A Dataset for Residential Community Layout Planning | Jun 8, 2022 | Generative Adversarial NetworkLayout Design | CodeCode Available | 1 |
| iPLAN: Interactive and Procedural Layout Planning | Mar 27, 2022 | Image GenerationLayout Design | CodeCode Available | 1 |
| MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms | Sep 14, 2022 | GPULayout Design | CodeCode Available | 1 |
| Multi-Robot Coordination and Layout Design for Automated Warehousing | May 10, 2023 | DiversityLayout Design | CodeCode Available | 1 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Automatic Truss Design with Reinforcement Learning | Jun 27, 2023 | Combinatorial OptimizationLayout Design | CodeCode Available | 1 |
| Computer-Aided Layout Generation for Building Design: A Review | Apr 13, 2025 | Layout DesignLayout Generation | —Unverified | 0 |
| Context-Aware Text-Based Binary Image Stylization and Synthesis | Oct 9, 2018 | Image InpaintingImage Stylization | —Unverified | 0 |
| Deep learning based inverse method for layout design | Jun 7, 2018 | Deep LearningLayout Design | —Unverified | 0 |
| Rethinking Dual-Domain Undersampled MRI reconstruction: domain-specific design from the perspective of the receptive field | Mar 19, 2023 | Deep LearningLayout Design | —Unverified | 0 |
| From IC Layout to Die Photo: A CNN-Based Data-Driven Approach | Feb 11, 2020 | Layout Design | —Unverified | 0 |
| Genetic Algorithm Based Floor Planning System | Apr 20, 2017 | Layout Design | —Unverified | 0 |
| Geometry Aligned Variational Transformer for Image-conditioned Layout Generation | Sep 2, 2022 | Layout DesignLayout Generation | —Unverified | 0 |
| GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts | Nov 18, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Graph-Theoretic Measures for Interpretable Multicriteria Decision Making in Emergency Department Layout Optimization | Apr 15, 2025 | Decision MakingLayout Design | —Unverified | 0 |
| Heat Source Layout Optimization Using Automatic Deep Learning Surrogate and Multimodal Neighborhood Search Algorithm | May 16, 2022 | Layout DesignManagement | —Unverified | 0 |
| HouseLLM: LLM-Assisted Two-Phase Text-to-Floorplan Generation | Nov 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation | Feb 6, 2025 | Deep Reinforcement LearningLayout Design | —Unverified | 0 |
| Large Language Model (LLM) for Standard Cell Layout Design Optimization | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation | Nov 14, 2018 | Layout Design | —Unverified | 0 |
| Learning Gradient Fields for Scalable and Generalizable Irregular Packing | Oct 18, 2023 | Collision AvoidanceLayout Design | —Unverified | 0 |
| Learning Key-Value Store Design | Jul 11, 2019 | Layout Design | —Unverified | 0 |
| LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model | Jun 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NN-Steiner: A Mixed Neural-algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem | Dec 17, 2023 | Combinatorial OptimizationLayout Design | —Unverified | 0 |
| Human-machine cooperation: optimization of drug retrieval sequencing in automated drug dispensing systems | Dec 18, 2023 | Layout DesignRetrieval | —Unverified | 0 |
| PLay: Parametrically Conditioned Layout Generation using Latent Diffusion | Jan 27, 2023 | Layout DesignLayout Generation | —Unverified | 0 |
| Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation | Jan 1, 2024 | Layout DesignLayout 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 Method for Expressing and Displaying the Vehicle Behavior Distribution in Maintenance Work Zones | Apr 25, 2019 | Layout Design | —Unverified | 0 |
| An adaptive artificial neural network-based generative design method for layout designs | Jan 29, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Analog Circuit Design with Dyna-Style Reinforcement Learning | Nov 16, 2020 | Layout DesignModel-based Reinforcement Learning | —Unverified | 0 |
| A Robust Panel Extraction Method for Manga | Jan 1, 2014 | Layout Design | —Unverified | 0 |
| A Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation | Mar 28, 2025 | General KnowledgeLayout Design | —Unverified | 0 |
| A Study on the Inductance and Thermal Regression and Optimization for Automatic Layout Design of Power Modules | Dec 13, 2023 | Layout Design | —Unverified | 0 |
| Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders | Jan 14, 2020 | Layout DesignPrediction | —Unverified | 0 |
| Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach | Jun 24, 2024 | Layout Design | —Unverified | 0 |
| Automatic Design Method of Building Pipeline Layout Based on Deep Reinforcement Learning | May 18, 2023 | Deep Reinforcement LearningLayout Design | —Unverified | 0 |
| Automatic Keyboard Layout Design for Low-Resource Latin-Script Languages | Jan 18, 2019 | DiversityLayout Design | —Unverified | 0 |
| Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM | Jul 31, 2024 | In-Context LearningLayout Design | —Unverified | 0 |
| CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion | May 18, 2024 | Layout DesignLayout Generation | —Unverified | 0 |