Software developers often repeat the same code changes within a project or across different
projects. These repetitive changes are known as “code change patterns”(CPATs) …

Concept This paper is a living review on automatic program repair 1. Compared to a
traditional survey, a living review evolves over time. I use a concise bullet-list style meant to …

Automated program repair is an emerging technology which consists of a suite of techniques
to automatically fix bugs or vulnerabilities in programs. In this paper, we present a …

Most users of low-code platforms, such as Excel and PowerApps, write programs in domain-
specific formula languages to carry out nontrivial tasks. Often users can write most of the …

Software developers often struggle to update APIs, leading to manual, time-consuming, and
error-prone processes. We introduce Melt, a new approach that generates lightweight API …

Because of the naturalness of software and the rapid evolution of Machine Learning (ML)
techniques, frequently repeated code change patterns (CPATs) occur often. They range from …

Static Analysis tools have rules for several code quality issues and these rules are created
by experts manually. In this paper, we address the problem of automatic synthesis of code …

As deep learning models become increasingly bigger and more complex, it is critical to
improve model training and inference efficiency. Though a variety of highly optimized …

API misuses can cause a range of issues in software development, including program
crashes, bugs, and vulnerabilities. Different approaches have been developed to …

API developers evolve software libraries to fix bugs, add new features, or refactor code, but
the evolution can introduce API-breaking changes (eg, API renaming). To benefit from such …