We present an automated technique for optimizing the layouts of mobile UIs. Our method uses gradient descent on a neural network model of task performance with respect to the model’s …

We will analyze the requirements for the definition of layouts of a graphical user interface. Part of the issue is that several aspects need to be considered simultaneously while laying-out a …

Enrico is a new reference dataset for mobile UI design that re-searchers, designers, and developers can use to build a wide array of applications that require understanding of design …

The first sub-task deals with code generation for atomic regions within the leaf nodes of UI layout tree, and the second sub-task focuses on handling the layout relationship between code …

Our methodology leverages large-scale UI design datasets, and user interaction logs to train and evaluate the model. Experimental results demonstrate significant improvements in layout …

Frequent users don’t need to look – UI is programmed into their muscles ⇒ action needs to activate functionality should be consistent e.g., gray out menu items instead of removing them

Specify number of rows and columns of views. Allows specification of exact x,y coordinates of layout’s children.