| OMG: Occlusion-friendly Personalized Multi-concept Generation in Diffusion Models | Mar 16, 2024 | DenoisingImage Generation | CodeCode Available | 4 | 5 |
| MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse | Mar 24, 2025 | Layout GenerationReinforcement Learning (RL) | CodeCode Available | 3 | 5 |
| UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization | Aug 12, 2024 | Layout Generation | CodeCode Available | 3 | 5 |
| PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation | Apr 1, 2024 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
| HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation | Oct 18, 2024 | DisentanglementImage Generation | CodeCode Available | 2 | 5 |
| LayoutPrompter: Awaken the Design Ability of Large Language Models | Nov 11, 2023 | In-Context LearningLayout Generation | CodeCode Available | 2 | 5 |
| Graphic Design with Large Multimodal Model | Apr 22, 2024 | Layout Generationmodel | CodeCode Available | 2 | 5 |
| Aesthetic Text Logo Synthesis via Content-aware Layout Inferring | Apr 6, 2022 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
| LayoutDM: Discrete Diffusion Model for Controllable Layout Generation | Mar 14, 2023 | Layout Generationmodel | CodeCode Available | 2 | 5 |
| LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models | Mar 21, 2023 | Layout DesignLayout Generation | CodeCode Available | 2 | 5 |
