In the process of graphic layout generation, user specifications including element attributes
and their relationships are commonly used to constrain the layouts (eg,“put the image above …

Composite visualization is a popular design strategy that represents complex datasets by
integrating multiple visualizations in a meaningful and aesthetic layout, such as …

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 …

It is a common practice for designers to create digital prototypes from a mock-up/screenshot.
Reverse engineering graphic design by detecting its components (eg, text, icon, button) …

Visual analytics (VA) systems have been widely used in various application domains.
However, VA systems are complex in design, which imposes a serious problem: although …

Visual analytics (VA) systems have been widely used to facilitate decision-making and
analytical reasoning in various application domains. VA involves visual designs, interaction …

Layout generation plays a crucial role in graphic design intelligence. One important
characteristic of the graphic layouts is that they usually follow certain design principles. For …

Through a natural language interface (NLI) for exploratory visual analysis, users can directly
“ask” analytical questions about the given tabular data. This process greatly improves user …