Deep Learning

Neat: Mobile App Layout Similarity Comparison based on Graph Convolutional Networks

A wide variety of device models, screen resolutions and operating systems have emerged with recent advances in mobile devices. As a result, the graphical user interface (GUI) layout in mobile apps has become increasingly complex due to this market …

MUBot: Learning to Test Large-Scale Commercial Android Apps like a Human

Automated GUI testing has been playing a key role to uncover crashes to ensure the stability and robustness of Android apps. Recent research has proposed random, search-based and model-based testing techniques for GUI event generation. In industrial …