| Text2Poster: Laying out Stylized Texts on Retrieved Images | Jan 6, 2023 | Image RetrievalLayout Design | CodeCode Available | 2 | 5 |
| Generative AI for Cel-Animation: A Survey | Jan 8, 2025 | ColorizationLayout Design | CodeCode Available | 2 | 5 |
| LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models | Mar 21, 2023 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
| Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints | Feb 7, 2024 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
| MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning | Nov 24, 2022 | Deep Reinforcement LearningLayout Design | CodeCode Available | 2 | 5 |
| PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation | Apr 1, 2024 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
| Aesthetic Text Logo Synthesis via Content-aware Layout Inferring | Apr 6, 2022 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
| Automatic Truss Design with Reinforcement Learning | Jun 27, 2023 | Combinatorial OptimizationLayout Design | CodeCode Available | 1 | 5 |
| iPLAN: Interactive and Procedural Layout Planning | Mar 27, 2022 | Image GenerationLayout Design | CodeCode Available | 1 | 5 |
| ReCo: A Dataset for Residential Community Layout Planning | Jun 8, 2022 | Generative Adversarial NetworkLayout Design | CodeCode Available | 1 | 5 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Multi-Robot Coordination and Layout Design for Automated Warehousing | May 10, 2023 | DiversityLayout Design | CodeCode Available | 1 | 5 |
| GRIDS: Interactive Layout Design with Integer Programming | Jan 9, 2020 | Layout Design | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Design Process is a Reinforcement Learning Problem | Nov 6, 2022 | Layout DesignOpenAI Gym | CodeCode Available | 1 | 5 |
| SE-VGAE: Unsupervised Disentangled Representation Learning for Interpretable Architectural Layout Design Graph Generation | Jun 25, 2024 | DecoderDisentanglement | CodeCode Available | 0 | 5 |
| A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout | Mar 20, 2021 | DiversityLayout Design | CodeCode Available | 0 | 5 |
| PlotMap: Automated Layout Design for Building Game Worlds | Sep 26, 2023 | Decision MakingLayout Design | CodeCode Available | 0 | 5 |
| A Deep Generative Model for Graph Layout | Apr 27, 2019 | 3D Depth EstimationDecoder | CodeCode Available | 0 | 5 |
| Evaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language Models | Apr 16, 2025 | document understandingLayout Design | CodeCode Available | 0 | 5 |
| Training a Fully Convolutional Neural Network to Route Integrated Circuits | Jun 27, 2017 | Layout Design | CodeCode Available | 0 | 5 |
| Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data | Nov 1, 2021 | Decision MakingLayout Design | CodeCode Available | 0 | 5 |
| Virtual Home Staging: Inverse Rendering and Editing an Indoor Panorama under Natural Illumination | Nov 21, 2023 | Inverse RenderingLayout Design | CodeCode Available | 0 | 5 |
| Graph-Theoretic Measures for Interpretable Multicriteria Decision Making in Emergency Department Layout Optimization | Apr 15, 2025 | Decision MakingLayout Design | —Unverified | 0 | 0 |
| Heat Source Layout Optimization Using Automatic Deep Learning Surrogate and Multimodal Neighborhood Search Algorithm | May 16, 2022 | Layout DesignManagement | —Unverified | 0 | 0 |
| HouseLLM: LLM-Assisted Two-Phase Text-to-Floorplan Generation | Nov 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation | Feb 6, 2025 | Deep Reinforcement LearningLayout Design | —Unverified | 0 | 0 |
| Large Language Model (LLM) for Standard Cell Layout Design Optimization | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation | Nov 14, 2018 | Layout Design | —Unverified | 0 | 0 |
| Learning Gradient Fields for Scalable and Generalizable Irregular Packing | Oct 18, 2023 | Collision AvoidanceLayout Design | —Unverified | 0 | 0 |
| Learning Key-Value Store Design | Jul 11, 2019 | Layout Design | —Unverified | 0 | 0 |
| LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model | Jun 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| NN-Steiner: A Mixed Neural-algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem | Dec 17, 2023 | Combinatorial OptimizationLayout Design | —Unverified | 0 | 0 |
| Human-machine cooperation: optimization of drug retrieval sequencing in automated drug dispensing systems | Dec 18, 2023 | Layout DesignRetrieval | —Unverified | 0 | 0 |
| PLay: Parametrically Conditioned Layout Generation using Latent Diffusion | Jan 27, 2023 | Layout DesignLayout Generation | —Unverified | 0 | 0 |
| Revision Matters: Generative Design Guided by Revision Edits | May 27, 2024 | Layout DesignLayout Generation | —Unverified | 0 | 0 |
| Site Assessment and Layout Optimization for Rooftop Solar Energy Generation in Worldview-3 Imagery | Dec 7, 2022 | Layout Design | —Unverified | 0 | 0 |
| SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control | Dec 8, 2023 | Image GenerationImage Inpainting | —Unverified | 0 | 0 |
| Sparse Winograd Convolutional neural networks on small-scale systolic arrays | Oct 3, 2018 | Layout Design | —Unverified | 0 | 0 |
| Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model | Jan 16, 2025 | DiversityLayout Design | —Unverified | 0 | 0 |
| The Evolution of Web Search User Interfaces -- An Archaeological Analysis of Google Search Engine Result Pages | Jan 20, 2023 | Layout Design | —Unverified | 0 | 0 |
| The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE | Oct 8, 2021 | DisentanglementLayout Design | —Unverified | 0 | 0 |
| Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation | Jan 1, 2024 | Layout DesignLayout Generation | —Unverified | 0 | 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 | 0 |
| Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation | May 26, 2025 | Layout DesignLayout Generation | —Unverified | 0 | 0 |
| A Method for Expressing and Displaying the Vehicle Behavior Distribution in Maintenance Work Zones | Apr 25, 2019 | Layout Design | —Unverified | 0 | 0 |
| An adaptive artificial neural network-based generative design method for layout designs | Jan 29, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 | 0 |
| Analog Circuit Design with Dyna-Style Reinforcement Learning | Nov 16, 2020 | Layout DesignModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| A Robust Panel Extraction Method for Manga | Jan 1, 2014 | Layout Design | —Unverified | 0 | 0 |
| A Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation | Mar 28, 2025 | General KnowledgeLayout Design | —Unverified | 0 | 0 |