The field of graph neural networks (GNNs) has seen rapid and incredible strides over the
recent years. Graph neural networks, also known as deep learning on graphs, graph …

Researchers have recently achieved significant advances in deep learning techniques,
which in turn has substantially advanced other research disciplines, such as natural …

Code search is a core software engineering task. Effective code search tools can help
developers substantially improve their software development efficiency and effectiveness. In …

To implement a program functionality, developers can reuse previously written code
snippets by searching through a large-scale codebase. Over the years, many code search …

Developers often wonder how to implement a certain functionality (eg, how to parse XML
files) using APIs. Obtaining an API usage sequence based on an API-related natural …

Source code summarization--creating natural language descriptions of source code
behavior--is a rapidly-growing research topic with applications to automatic documentation …

Developers often need to search for appropriate APIs for their programming tasks. Although
most libraries have API reference documentation, it is not easy to find appropriate APIs due …

Over the years of software development, a vast amount of source code has been
accumulated. Many code search tools were proposed to help programmers reuse previously …

(Good) Software documentation provides developers and users with a description of what a
software system does, how it operates, and how it should be used. For example, technical …

A GUI skeleton is the starting point for implementing a UI design image. To obtain a GUI
skeleton from a UI design image, developers have to visually understand UI elements and …