| OMG: Occlusion-friendly Personalized Multi-concept Generation in Diffusion Models | Mar 16, 2024 | DenoisingImage Generation | CodeCode Available | 4 |
| MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse | Mar 24, 2025 | Layout GenerationReinforcement Learning (RL) | CodeCode Available | 3 |
| UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization | Aug 12, 2024 | Layout Generation | CodeCode Available | 3 |
| Smaller But Better: Unifying Layout Generation with Smaller Large Language Models | Feb 19, 2025 | Layout Generation | CodeCode Available | 2 |
| HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation | Oct 18, 2024 | DisentanglementImage Generation | CodeCode Available | 2 |
| UrbanWorld: An Urban World Model for 3D City Generation | Jul 16, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 2 |
| PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM | Jun 5, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Graphic Design with Large Multimodal Model | Apr 22, 2024 | Layout Generationmodel | CodeCode Available | 2 |
| PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation | Apr 1, 2024 | 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 |
