Graphic Design

Graphic design research currently focuses on automating design processes, particularly layout generation and image manipulation, using large multimodal models (LLMs) and generative adversarial networks (GANs). This involves developing frameworks that can translate textual descriptions and visual inputs into coherent designs, addressing challenges like multi-layered compositions and user-specified constraints. These advancements aim to improve efficiency and accessibility in graphic design, offering tools that assist both novice and expert designers while also providing new benchmarks for evaluating model performance in this complex domain. The open-source release of datasets and models is fostering collaboration and accelerating progress in the field.