49 citations · 196 across the 14 of their papers we have counts for
14 papers
DRIVE: Dockerfile Rule Mining and Violation Detection
Yu Zhou, Weilin Zhan, Zi Li +3
A Dockerfile defines a set of instructions to build Docker images, which can then be instantiated to support containerized applications. Recent studies have revealed a considerable…
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables
Jian Gu, Harald C. Gall
Deep code generation is a topic of deep learning for software engineering (DL4SE), which adopts neural models to generate code for the intended functions. Since end-to-end neural m…
Continuous Deep Learning: A Workflow to Bring Models into Production
Janosch Baltensperger, Pasquale Salza, Harald C. Gall
Researchers have been highly active to investigate the classical machine learning workflow and integrate best practices from the software engineering lifecycle. However, deep learn…
Synthetic End-User Testing: Modeling Realistic Agents Based on Behavioral Examples
Pasquale Salza, Marco Edoardo Palma, Harald C. Gall
For software interacting directly with real-world end-users, it is common practice to script scenario tests validating the system's compliance with a number of its features. Howeve…
On-the-Fly Syntax Highlighting using Neural Networks
Marco Edoardo Palma, Pasquale Salza, Harald C. Gall
With the presence of online collaborative tools for software developers, source code is shared and consulted frequently, from code viewers to merge requests and code snippets. Typi…
Toward Granular Automatic Unit Test Case Generation
Fabiano Pecorelli, Giovanni Grano, Fabio Palomba +2
Unit testing verifies the presence of faults in individual software components. Previous research has been targeting the automatic generation of unit tests through the adoption of…
Assemble Foundation Models for Automatic Code Summarization
Jian Gu, Pasquale Salza, Harald C. Gall
Automatic code summarization is beneficial to daily software development since it could help reduce the requirement of manual writing. Currently, artificial intelligence is undergo…
On the Effectiveness of Transfer Learning for Code Search
Pasquale Salza, Christoph Schwizer, Jian Gu +1
The Transformer architecture and transfer learning have marked a quantum leap in natural language processing, improving the state of the art across a range of text-based tasks. Thi…
Adversarial Robustness of Deep Code Comment Generation
Yu Zhou, Xiaoqing Zhang, Juanjuan Shen +3
Deep neural networks (DNNs) have shown remarkable performance in a variety of domains such as computer vision, speech recognition, or natural language processing. Recently they als…
Boosting API Recommendation with Implicit Feedback
Yu Zhou, Xinying Yang, Taolue Chen +3
Developers often need to use appropriate APIs to program efficiently, but it is usually a difficult task to identify the exact one they need from a vast of candidates. To ease the…
User Review-Based Change File Localization for Mobile Applications
Yu Zhou, Yanqi Su, Taolue Chen +3
In the current mobile app development, novel and emerging DevOps practices (e.g., Continuous Delivery, Integration, and user feedback analysis) and tools are becoming more widespre…
The Making of Cloud Applications An Empirical Study on Software Development for the Cloud
Jürgen Cito, Philipp Leitner, Thomas Fritz +1
Cloud computing is gaining more and more traction as a deployment and provisioning model for software. While a large body of research already covers how to optimally operate a clou…
Cloud WorkBench - Infrastructure-as-Code Based Cloud Benchmarking
Joel Scheuner, Philipp Leitner, Jurgen Cito +1
To optimally deploy their applications, users of Infrastructure-as-a-Service clouds are required to evaluate the costs and performance of different combinations of cloud configurat…
A Study of Language Usage Evolution in Open Source Software
Siim Karus, Harald Gall
The use of programming languages such as Java and C in Open Source Software (OSS) has been well studied. However, many other popular languages such as XSL or XML have received mino…