Matias Martinez

According to our database, Matias Martinez authored at least 75 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Test-based patch clustering for automatically-generated patches assessment.

Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti

Empir. Softw. Eng., September, 2024

The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines.

Matias Martinez

CoRR, 2024

The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic Benchmarking.

Justyna Petke, Matias Martinez, Maria Kechagia, Aldeida Aleti, Federica Sarro

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

Electron vs. Web: A Comparative Analysis of Energy and Performance in Communication Apps.

Jonathan Thangadurai, Priyeta Saha, Korawit Rupanya, Rosheen Naeem, Alejandro Enriquez, Gian Luca Scoccia, Matias Martinez, Ivano Malavolta

Proceedings of the Quality of Information and Communications Technology, 2024

Energy Consumption of Automated Program Repair.

Matias Martinez, Silverio Martínez-Fernández, Xavier Franch

Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

Fine-grained, accurate and scalable source differencing.

Jean-Rémy Falleri, Matias Martinez

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Identifying Architectural Design Decisions for Achieving Green ML Serving.

Francisco Durán, Silverio Martínez-Fernández, Matias Martinez, Patricia Lago

Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

2023

Hyperparameter Optimization for AST Differencing.

Matias Martinez, Jean-Rémy Falleri, Martin Monperrus

IEEE Trans. Software Eng., October, 2023

Toward a theory of program repair.

Besma Khaireddine, Aleksandr Zakharchenko, Matias Martinez, Ali Mili

Acta Informatica, September, 2023

Learning the Relation Between Code Features and Code Transforms With Structured Prediction.

Zhongxing Yu, Matias Martinez, Zimin Chen, Tegawendé F. Bissyandé, Martin Monperrus

IEEE Trans. Software Eng., July, 2023

Learning migration models for supporting incremental language migrations of software applications.

Bruno Gois Mateus, Matias Martinez, Christophe Kolski

Inf. Softw. Technol., 2023

Journey to the Center of Software Supply Chain Attacks.

Piergiorgio Ladisa, Serena Elisa Ponta, Antonino Sabetta, Matias Martinez, Olivier Barais

IEEE Secur. Priv., 2023

SoK: Taxonomy of Attacks on Open-Source Software Supply Chains.

Piergiorgio Ladisa, Henrik Plate, Matias Martinez, Olivier Barais

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

The Hitchhiker's Guide to Malicious Third-Party Dependencies.

Piergiorgio Ladisa, Merve Sahin, Serena Elisa Ponta, Marco Rosa, Matias Martinez, Olivier Barais

Proceedings of the 2023 Workshop on Software Supply Chain Offensive Research and Ecosystem Defenses, 2023

Evolution of Kotlin Apps in terms of Energy Consumption: An Exploratory Study.

Hesham Ahmed, Alina Boshchenko, Niaz Ali Khan, Dmitriy Knyajev, Dinara Garifollina, Gian Luca Scoccia, Matias Martinez, Ivano Malavolta

Proceedings of the International Conference on ICT for Sustainability, 2023

Energy Efficiency of Training Neural Network Architectures: An Empirical Study.

Yinlena Xu, Silverio Martínez-Fernández, Matias Martinez, Xavier Franch

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI.

Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni, Matias Martinez, Olivier Barais

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Automated Classification of Overfitting Patches With Statically Extracted Code Features.

He Ye, Jian Gu, Matias Martinez, Thomas Durieux, Martin Monperrus

IEEE Trans. Software Eng., 2022

Why Did Developers Migrate Android Applications From Java to Kotlin?

Matias Martinez, Bruno Gois Mateus

IEEE Trans. Software Eng., 2022

Estimating the potential of program repair search spaces with commit analysis.

Khashayar Etemadi, Niloofar Tarighat, Siddharth Yadav, Matias Martinez, Martin Monperrus

J. Syst. Softw., 2022

Patchworking: Exploring the code changes induced by vulnerability fixing activities.

Gerardo Canfora, Andrea Di Sorbo, Sara Forootani, Matias Martinez, Corrado Aaron Visaggio

Inf. Softw. Technol., 2022

A comprehensive study of code-removal patches in automated program repair.

Davide Ginelli, Matias Martinez, Leonardo Mariani, Martin Monperrus

Empir. Softw. Eng., 2022

Taxonomy of Attacks on Open-Source Software Supply Chains.

Piergiorgio Ladisa, Henrik Plate, Matias Martinez, Olivier Barais

CoRR, 2022

Towards the Detection of Malicious Java Packages.

Piergiorgio Ladisa, Henrik Plate, Matias Martinez, Olivier Barais, Serena Elisa Ponta

Proceedings of the 2022 ACM Workshop on Software Supply Chain Offensive Research and Ecosystem Defenses, 2022

Risk Explorer for Software Supply Chains: Understanding the Attack Surface of Open-Source based Software Development.

Piergiorgio Ladisa, Henrik Plate, Matias Martinez, Olivier Barais, Serena Elisa Ponta

Proceedings of the 2022 ACM Workshop on Software Supply Chain Offensive Research and Ecosystem Defenses, 2022

SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics.

He Ye, Matias Martinez, Xiapu Luo, Tao Zhang, Martin Monperrus

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Is Well-Tested Code More Energy Efficient?

Adel Noureddine, Matias Martinez, Houssam Kanso, Noëlle Bru

Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

Neural Program Repair with Execution-based Backpropagation.

He Ye, Matias Martinez, Martin Monperrus

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

A Software-Repair Robot Based on Continual Learning.

Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron Arteaga, He Ye, Zhongxing Yu

IEEE Softw., 2021

A comprehensive study of automatic program repair on the QuixBugs benchmark.

He Ye, Matias Martinez, Thomas Durieux, Martin Monperrus

J. Syst. Softw., 2021

Automated patch assessment for program repair at scale.

He Ye, Matias Martinez, Martin Monperrus

Empir. Softw. Eng., 2021

Rotten green tests in Java, Pharo and Python.

Vincent Aranega, Julien Delplanque, Matias Martinez, Andrew P. Black, Stéphane Ducasse, Anne Etien, Christopher P. Fuhrman, Guillermo Polito

Empir. Softw. Eng., 2021

E-APR: Mapping the effectiveness of automated program repair techniques.

Aldeida Aleti, Matias Martinez

Empir. Softw. Eng., 2021

FLACOCO: Fault Localization for Java based on Industry-grade Coverage.

André Silva, Matias Martinez, Benjamin Danglot, Davide Ginelli, Martin Monperrus

CoRR, 2021

Megadiff: A Dataset of 600k Java Source Code Changes Categorized by Diff Size.

Martin Monperrus, Matias Martinez, He Ye, Fernanda Madeiral, Thomas Durieux, Zhongxing Yu

CoRR, 2021

An experience-based recommendation system to support migrations of Android applications from Java to Kotlin.

Bruno Gois Mateus, Matias Martinez, Christophe Kolski

CoRR, 2021

A Preliminary Study of the Impact of Code Coverage on Software Energy Consumption.

Adel Noureddine, Matias Martinez, Houssam Kanso

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

R-Hero: A Software Repair Bot based on Continual Learning.

Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron, He Ye, Zhongxing Yu

CoRR, 2020

Longitudinal Analysis of the Applicability of Program Repair on Past Commits.

Khashayar Etemadi, Niloofar Tarighat, Siddharth Yadav, Matias Martinez, Martin Monperrus

CoRR, 2020

How and Why did developers migrate Android Applications from Java to Kotlin? A study based on code analysis and interviews with developers.

Matias Martinez, Bruno Gois Mateus

CoRR, 2020

E-APR: Mapping the Effectiveness of Automated Program Repair.

Aldeida Aleti, Matias Martinez

CoRR, 2020

RTj: a Java framework for detecting and refactoring rotten green test cases.

Matias Martinez, Anne Etien, Stéphane Ducasse, Christopher P. Fuhrman

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020

On the adoption, usage and evolution of Kotlin features in Android development.

Bruno Gois Mateus, Matias Martinez

Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020

2019

Repairnator patches programs automatically.

Martin Monperrus, Simon Urli, Thomas Durieux, Matias Martinez, Benoit Baudry, Lionel Seinturier

Ubiquity, 2019

Astor: Exploring the design space of generate-and-validate program repair beyond GenProg.

Matias Martinez, Martin Monperrus

J. Syst. Softw., 2019

Alleviating patch overfitting with automatic test generation: a study of feasibility and effectiveness for the Nopol repair system.

Zhongxing Yu, Matias Martinez, Benjamin Danglot, Thomas Durieux, Martin Monperrus

Empir. Softw. Eng., 2019

An empirical study on quality of Android applications written in Kotlin language.

Bruno Gois Mateus, Matias Martinez

Empir. Softw. Eng., 2019

Learning the Relation between Code Features and Code Transforms with Structured Prediction.

Zhongxing Yu, Matias Martinez, Tegawendé F. Bissyandé, Martin Monperrus

CoRR, 2019

Sorting and Transforming Program Repair Ingredients via Deep Learning Code Similarities.

Martin White, Michele Tufano, Matias Martinez, Martin Monperrus, Denys Poshyvanyk

Proceedings of the 26th IEEE International Conference on Software Analysis, 2019

Empirical review of Java program repair tools: a large-scale experiment on 2, 141 bugs and 23, 551 repair attempts.

Thomas Durieux, Fernanda Madeiral, Matias Martinez, Rui Abreu

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Program Repair at Arbitrary Fault Depth.

Besma Khaireddine, Matias Martinez, Ali Mili

Proceedings of the 12th IEEE Conference on Software Testing, Validation and Verification, 2019

Coming: a tool for mining change pattern instances from git commits.

Matias Martinez, Martin Monperrus

Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Two datasets of questions and answers for studying the development of cross-platform mobile applications using Xamarin framework.

Matias Martinez

Proceedings of the 6th International Conference on Mobile Software Engineering and Systems, 2019

2018

Human-competitive Patches in Automatic Program Repair with Repairnator.

Martin Monperrus, Simon Urli, Thomas Durieux, Matias Martinez, Benoit Baudry, Lionel Seinturier

CoRR, 2018

A Comprehensive Study of Automatic Program Repair on the QuixBugs Benchmark.

He Ye, Matias Martinez, Martin Monperrus

CoRR, 2018

Do Mobile Developers Ask on Q&A Sites About Error Codes Thrown by a Cross-Platform App Development Framework? An Empirical Study.

Matias Martinez, Sylvain Lecomte

CoRR, 2018

Ultra-Large Repair Search Space with Automatically Mined Templates: The Cardumen Mode of Astor.

Matias Martinez, Martin Monperrus

Proceedings of the Search-Based Software Engineering - 10th International Symposium, 2018

2017

Nopol: Automatic Repair of Conditional Statement Bugs in Java Programs.

Jifeng Xuan, Matias Martinez, Favio Demarco, Maxime Clement, Sebastian R. Lamelas Marcote, Thomas Durieux, Daniel Le Berre, Martin Monperrus

IEEE Trans. Software Eng., 2017

Automatic repair of real bugs in java: a large-scale experiment on the defects4j dataset.

Matias Martinez, Thomas Durieux, Romain Sommerard, Jifeng Xuan, Martin Monperrus

Empir. Softw. Eng., 2017

Discovering discussion topics about development of cross-platform mobile applications using a cross-compiler development framework.

Matias Martinez, Sylvain Lecomte

CoRR, 2017

Open-ended Exploration of the Program Repair Search Space with Mined Templates: the Next 8935 Patches for Defects4J.

Matias Martinez, Martin Monperrus

CoRR, 2017

Test Case Generation for Program Repair: A Study of Feasibility and Effectiveness.

Zhongxing Yu, Matias Martinez, Benjamin Danglot, Thomas Durieux, Martin Monperrus

CoRR, 2017

XamForumDB: a dataset for studying Q&A about cross-platform mobile applications development.

Matias Martinez, Sylvain Lecomte

CoRR, 2017

Towards the Quality Improvement of Cross-Platform Mobile Applications.

Matias Martinez, Sylvain Lecomte

Proceedings of the 4th IEEE/ACM International Conference on Mobile Software Engineering and Systems, 2017

2016

B-Refactoring: Automatic test code refactoring to improve dynamic analysis.

Jifeng Xuan, Benoit Cornu, Matias Martinez, Benoit Baudry, Lionel Seinturier, Martin Monperrus

Inf. Softw. Technol., 2016

ASTOR: a program repair library for Java (demo).

Matias Martinez, Martin Monperrus

Proceedings of the 25th International Symposium on Software Testing and Analysis, 2016

2015

Mining software repair models for reasoning on the search space of automated program fixing.

Matias Martinez, Martin Monperrus

Empir. Softw. Eng., 2015

Dynamic Analysis can be Improved with Automatic Test Suite Refactoring.

Jifeng Xuan, Benoit Cornu, Matias Martinez, Benoit Baudry, Lionel Seinturier, Martin Monperrus

CoRR, 2015

Automatic Repair of Real Bugs: An Experience Report on the Defects4J Dataset.

Thomas Durieux, Matias Martinez, Martin Monperrus, Romain Sommerard, Jifeng Xuan

CoRR, 2015

When App Stores Listen to the Crowd to Fight Bugs in the Wild.

María Gómez, Matias Martinez, Martin Monperrus, Romain Rouvoy

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014

Extraction and Analysis of Knowledge for Automatic Software Repair. (Extraction et l'analyse de connaissance pour la réparation automatique de bugs).

Matias Martinez

PhD thesis, 2014

ASTOR: Evolutionary Automatic Software Repair for Java.

Matias Martinez, Martin Monperrus

CoRR, 2014

Fine-grained and accurate source code differencing.

Jean-Rémy Falleri, Floréal Morandat, Xavier Blanc, Matias Martinez, Martin Monperrus

Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

Do the fix ingredients already exist? an empirical inquiry into the redundancy assumptions of program repair approaches.

Matias Martinez, Westley Weimer, Martin Monperrus

Proceedings of the 36th International Conference on Software Engineering, 2014

2013

Automatically Extracting Instances of Code Change Patterns with AST Analysis.

Matias Martinez, Laurence Duchien, Martin Monperrus

Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013