Creating visual layouts is a critical step in graphic design. Automatic generation of such
layouts is essential for scalable and diverse visual designs. To advance conditional layout …

Graphic design conveys messages through the combination of text, images and other visual
elements. Unstructured designs such as overloaded social media graphics may fail to …

Despite the growing demand for professional graphic design knowledge, the tacit nature of
design inhibits knowledge sharing. However, there is a limited understanding on the …

Graphic design is an effective language for visual communication. Using complex
composition of visual elements (eg, shape, color, font) guided by design principles and …

Layout generation is a critical step in graphic design to achieve meaningful compositions of
elements. Most previous works view it as a sequence generation problem by concatenating …

Templates serve as a good starting point to implement a design (eg banner slide) but it takes
great effort from designers to manually create. In this paper we present Desigen an …

Visual elements in an information presentation are often spatially and semantically grouped
hierarchically for effective message delivery. Studying the hierarchical grouping information …

Computational Design approaches facilitate the generation of typographic design, but
evaluating these designs remains a challenging task. In this paper, we propose a set of …

There are increasing interests in document layout representation learning and
understanding. Transformer, with its great power, has become the mainstream model …

Finding a suitable layout represents a crucial task for diverse applications in graphic design.
Motivated by simpler and smoother sampling trajectories, we explore the use of Flow …