3 papers
cs.CV2026
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
Hui Zhang, Dexiang Hong, Maoke Yang +7
Graphic design plays a vital role in visual communication across advertising, marketing, and multimedia entertainment. Prior work has explored automated graphic design generation u…
cs.CV2025
CreatiPoster: Towards Editable and Controllable Multi-Layer Graphic Design Generation
Zhao Zhang, Yutao Cheng, Weidong Chen +8
Graphic design plays a crucial role in both commercial and personal contexts, yet creating high-quality, editable, and aesthetically pleasing graphic compositions remains a time-co…
cs.CV2024
Graphic Design with Large Multimodal Model
Yutao Cheng, Zhao Zhang, Maoke Yang +4
In the field of graphic design, automating the integration of design elements into a cohesive multi-layered artwork not only boosts productivity but also paves the way for the demo…