There are increasing uses of deep learning (DL) compilers to generate optimized code,
boosting the runtime performance of DL models on specific hardware. Like their traditional …

Code review is effective, but human-intensive (eg, developers need to manually modify
source code until it is approved). Recently, prior work proposed a Neural Machine …

Navigating the diverse solution spaces of non-trivial software engineering tasks requires a
combination of technical knowledge, problem-solving skills, and creativity. With multiple …

Developers use shell commands for many tasks, such as file system management, network
control, and process management. Bash is one of the most commonly used shells and plays …

As researchers today, we are witnessing a fundamental change in our technologically-
enabled world due to the advent and diffusion of highly disruptive technologies such as …

Automatic query reformulation is a widely utilized technology for enriching user
requirements and enhancing the outcomes of code search. It can be conceptualized as a …

On Stack Overflow, developers can not only browse question posts to solve their
programming problems but also gain expertise from the question posts to help improve their …

Security Orchestration, Automation, and Response (SOAR) platforms integrate and
orchestrate a wide variety of security tools to accelerate the operational activities of Security …

Application Programming Interfaces (APIs), which encapsulate the implementation of
specific functions as interfaces, greatly improve the efficiency of modern software …

Pseudo-code written by natural language is helpful for novice developers' program
comprehension. However, writing such pseudo-code is time-consuming and laborious …