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Large Language Models (LLMs) hold great promise in the task of code translation. However, the lack of explainability complicates the identification of the inevitable translation errors. In this paper, we propose tHinter, a debugging tool to…

Software Engineering · Computer Science 2025-01-17 Shengnan Wu , Xinyu Sun , Xin Wang , Yangfan Zhou

Software repositories such as Git have become a relevant source of information for software engineer researcher. For instance, the detection of Commits that fulfill a given criterion (e.g., bugfixing commits) is one of the most frequent…

Software Engineering · Computer Science 2019-06-11 Matias Martinez , Martin Monperrus

Library migration is a challenging problem, where most existing approaches rely on prior knowledge. This can be, for example, information derived from changelogs or statistical models of API usage. This paper addresses a different API…

Software Engineering · Computer Science 2020-08-28 Bruce Collie , Philip Ginsbach , Jackson Woodruff , Ajitha Rajan , Michael O'Boyle

Context: A Legacy system can be defined as a system that significantly resists modification and evolution. According to the literature, there are two main strategies to migrate a legacy system: (a) to replace the legacy system by a new one,…

Software Engineering · Computer Science 2022-10-04 Bruno Góis Mateus , Matias Martinez , Christophe Kolski

With the advancement of automated software engineering, research focus is increasingly shifting toward practical tasks reflecting the day-to-day work of software engineers. Among these tasks, software migration, a critical process of…

Software Engineering · Computer Science 2026-04-29 Ryo Fujii , Makoto Morishita , Kazuki Yano , Jun Suzuki

Smart contracts are self-executing programs that manage financial transactions on blockchain networks. Developers commonly rely on third-party code libraries to improve both efficiency and security. However, improper use of these libraries…

Software Engineering · Computer Science 2026-04-02 Yishun Wang , Wenkai Li , Xiaoqi Li , Zongwei Li , Lei Xie , Yuqing Zhang

This paper is the result of a two month research internship on the topic of library version identification. In this paper, ideas and techniques from literature in the area of binary comparison and fingerprinting are outlined and applied to…

Cryptography and Security · Computer Science 2017-03-02 Thomas Rinsma

API developers evolve software libraries to fix bugs, add new features, or refactor code. To benefit from such library evolution, the programmers of client projects have to repetitively upgrade their library usages and adapt their codebases…

Software Engineering · Computer Science 2021-05-07 Hao Zhong , Na Meng

In software development, developers extensively utilize third-party libraries to avoid implementing existing functionalities. When a new third-party library vulnerability is disclosed, project maintainers need to determine whether their…

Software Engineering · Computer Science 2023-12-18 Zirui Chen , Xing Hu , Xin Xia , Yi Gao , Tongtong Xu , David Lo , Xiaohu Yang

As a codebase expands over time, its library dependencies can become outdated and require updates to maintain innovation and security. However, updating a library can introduce breaking changes in the code, necessitating significant…

Software Engineering · Computer Science 2025-11-25 Vali Tawosi , Salwa Alamir , Xiaomo Liu , Manuela Veloso

Software migration is garnering increasing attention with the evolution of software and society. Early studies mainly relied on handcrafted translation rules to translate between two languages, the translation process is error-prone and…

Software Engineering · Computer Science 2024-07-11 Xin Yin , Chao Ni , Tien N. Nguyen , Shaohua Wang , Xiaohu Yang

Using libraries in applications has helped developers reduce the costs of reinventing already existing code. However, an increase in diverse technology stacks and third-party library usage has led developers to inevitably switch…

Software Engineering · Computer Science 2023-03-17 Kanchanok Kannee , Raula Gaikovina Kula , Supatsara Wattanakriengkrai , Kenichi Matsumoto

During the development of a software project, developers often need to upgrade third-party libraries (TPLs), aiming to keep their code up-to-date with the newest functionalities offered by the used libraries. In most cases, upgrading used…

Software Engineering · Computer Science 2022-01-21 Riccardo Rubei , Davide Di Ruscio , Claudio Di Sipio , Juri Di Rocco , Phuong T. Nguyen

As a mixed result of intensive dependency on third-party libraries, flexible mechanism to declare dependencies, and increased number of modules in a project, multiple versions of the same third-party library are directly depended in…

Software Engineering · Computer Science 2020-02-26 Kaifeng Huang , Bihuan Chen , Bowen Shi , Ying Wang , Congying Xu , Xin Peng

Data originating from open-source software projects provide valuable information to enhance software quality. In the scope of Software Defect Prediction, one of the most challenging parts is extracting valid data about failure-prone…

Software Engineering · Computer Science 2021-11-24 Stefano Dalla Palma , Dario Di Nucci , Damian Tamburri

Library migration happens when a library can not meet the project's requirements and is non-trivial to accomplish. To mitigate the problem, substantial efforts have been devoted to understanding its characteristics and recommending…

Software Engineering · Computer Science 2025-07-08 Haiqiao Gu , Yiliang Zhao , Kai Gao , Minghui Zhou

Copy & paste is a widespread practice when developing software and, thus, duplicated and subsequently modified code occurs frequently in software projects. Since such code clones, i.e., identical or similar fragments of code, can bloat…

Software Engineering · Computer Science 2026-02-03 Thomas S. Heinze , André Schäfer , Wolfram Amme

We build a benchmark to evaluate large language models (LLMs) for source code migration tasks, specifically upgrading functions from Java 8 to Java 11. We first collected a dataset of function pairs from open-source repositories, but…

Software Engineering · Computer Science 2026-02-11 Nishil Amin , Zhiwei Fei , Xiang Li , Justyna Petke , He Ye

A crucial activity in software maintenance and evolution is the comprehension of the changes performed by developers, when they submit a pull request and/or perform a commit on the repository. Typically, code changes are represented in the…

Software Engineering · Computer Science 2025-02-26 Lei Chen , Michele Lanza , Shinpei Hayashi

Outlier detection and cleaning are essential steps in data preprocessing to ensure the integrity and validity of data analyses. This paper focuses on outlier points within individual trajectories, i.e., points that deviate significantly…

Databases · Computer Science 2025-11-26 Mariana M Garcez Duarte , Mahmoud Sakr