MM
Matias Martinez
cs.SEcs.CRcs.LGcs.AIcs.CLcs.PLAutomated program repaircs.MAJavaPatch assessment
On Valency
published · living versionsW_29bzyxfv·v1 · currentpublished
How Developers Configure LLM Inference: A Large-Scale Study of Real-World Practices
with Nada Zine, Romain Rouvoy, Clément Quinton
1 version
W_3hg83rgj·v1published
Preprints & journals
54 papers in the corpus · 2013–2026How Developers Configure LLM Inference: A Large-Scale Study of Real-World Practices2610.27945v1 · Nada Zine, Matias Martinez, Romain Rouvoy et al.2026 · 0 citationsarXivon Valency
A Research Agenda on Agents and Software Engineering: Outcomes from the Rio A2SE Seminar2605.11720v1 · Davide Taibi, Henry Muccini, Karthik Vaidhyanathan et al.2026 · 0 citationsarXiv
Unveiling Practical Shortcomings of Patch Overfitting Detection Techniques2603.11262v1 · David Williams, Ioakim Avraam, Aldeida Aleti et al.2026 · 0 citationsarXiv
What's in a Benchmark? The Case of SWE-Bench in Automated Program Repair2602.04449v1 · Matias Martinez, Xavier Franch2026 · 0 citationsarXiv
Dissecting the SWE-Bench Leaderboards: Profiling Submitters and Architectures of LLM- and Agent-Based Repair Systems2506.17208v3 · Matias Martinez, Xavier Franch2025 · 1 citationarXiv
Insights into resource utilization of code small language models serving with runtime engines and execution providers2412.15441v2 · Francisco Dur'an, Matias Martinez, Patricia Lago et al.2024 · 7 citationsarXiv
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines2408.01050v1 · Matias Martinez2024 · 7 citationsarXiv
Identifying architectural design decisions for achieving green ML serving2402.07585v1 · Francisco Dur'an, Silverio Mart'inez-Fern'andez, Matias Martinez et al.2024 · 8 citationsarXiv
Test-based patch clustering for automatically-generated patches assessment.39069998 · Martinez, Matias, Kechagia, Maria, Perera, Anjana et al.2024 · 6 citationsEmpirical software engineering. 2024;29(5):116
On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI2310.09571v1 · Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni et al.2023 · 29 citationsarXiv
The Hitchhiker's Guide to Malicious Third-Party Dependencies2307.09087v3 · Piergiorgio Ladisa, Merve Sahin, Serena Elisa Ponta et al.2023 · 15 citationsarXiv
Journey to the Center of Software Supply Chain Attacks2304.05200v1 · Piergiorgio Ladisa, Serena Elisa Ponta, Antonino Sabetta et al.2023 · 10 citationsarXiv
Energy Efficiency of Training Neural Network Architectures: An Empirical Study2302.00967v1 · Yinlena Xu, Silverio Mart'inez-Fern'andez, Matias Martinez et al.2023 · 7 citationsProceedings of the 56th Hawaii International Conference on System Sciences, pp. 781-790 (2023)
Energy Consumption of Automated Program Repair2211.12104v2 · Matias Martinez, Silverio Mart'inez-Fern'andez, Xavier Franch2022 · 6 citations2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion '24), April 14--20, 2024, Lisbon, Portugal
Towards the Detection of Malicious Java Packages2210.03998v1 · Piergiorgio Ladisa, Henrik Plate, Matias Martinez et al.2022 · 19 citationsarXiv
Taxonomy of Attacks on Open-Source Software Supply Chains2204.04008v2 · Piergiorgio Ladisa, Henrik Plate, Matias Martinez et al.2022 · 15 citations2023 IEEE Symposium on Security and Privacy (SP), San Francisco, CA, US, 2023 pp. 1509-1526
SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics2203.12755v3 · He Ye, Matias Martinez, Xiapu Luo et al.2022 · 88 citationsProceedings of ASE, 2022
FLACOCO: Fault Localization for Java based on Industry-grade Coverage2111.12513v2 · Andr'e Silva, Matias Martinez, Benjamin Danglot et al.2021 · 7 citationsarXiv
Megadiff: A Dataset of 600k Java Source Code Changes Categorized by Diff Size2108.04631v1 · Martin Monperrus, Matias Martinez, He Ye et al.2021 · 5 citationsarXiv
Neural Program Repair with Execution-based Backpropagation2105.04123v3 · He Ye, Matias Martinez, Martin Monperrus2021 · 161 citationsProceedings of the International Conference on Software Engineering, 2022
Learning migration models for supporting incremental language migrations of software applications2103.09728v3 · Bruno G'ois Mateus, Matias Martinez, Christophe Kolski2021 · 10 citationsInformation and Software Technology, 2022, 107082, ISSN 0950-5849
A Software-Repair Robot based on Continual Learning2012.06824v4 · Benoit Baudry, Zimin Chen, Khashayar Etemadi et al.2020 · 18 citationsIEEE Software, 2021
A Comprehensive Study of Code-removal Patches in Automated Program Repair2012.06264v3 · Davide Ginelli, Matias Martinez, Leonardo Mariani et al.2020 · 10 citationsEmpirical Software Engineering, Springer, 2022
Hyperparameter Optimization for AST Differencing2011.10268v3 · Matias Martinez, Jean-R'emy Falleri, Martin Monperrus2020 · 15 citationsIEEE Transactions on Software Engineering, 2023
Estimating the Potential of Program Repair Search Spaces with Commit Analysis2007.06986v2 · Khashayar Etemadi, Niloofar Tarighat, Siddharth Yadav et al.2020 · 3 citationsJournal of Systems and Software, 2022
Why did developers migrate Android applications from Java to Kotlin?2003.12730v3 · Matias Martinez, Bruno Gois Mateus2020 · 24 citationsarXiv
E-APR: Mapping the Effectiveness of Automated Program Repair2002.03968v2 · Aldeida Aleti, Matias Martinez2020 · 5 citationsEmpirical Software Engineering 2021
RTj: a Java framework for detecting and refactoring rotten green test cases1912.07322v1 · Matias Martinez, Anne Etien, St'ephane Ducasse et al.2019 · 5 citationsarXiv
Automated Classification of Overfitting Patches with Statically Extracted Code Features1910.12057v2 · He Ye, Jian Gu, Matias Martinez et al.2019 · 69 citationsIEEE Transactions on Software Engineering, 2021
Repairnator patches programs automatically1910.06247v2 · Martin Monperrus (KTH), Simon Urli, Thomas Durieux (INESC) et al.2019 · 30 citationsUbiquity, Association for Computing Machinery, July (2), pp.1-12, 2019
Automated Patch Assessment for Program Repair at Scale1909.13694v3 · He Ye, Matias Martinez, Martin Monperrus2019 · 75 citationsEmpirical Software Engineering, 2021
Learning the Relation between Code Features and Code Transforms with Structured Prediction1907.09282v2 · Zhongxing Yu, Matias Martinez, Zimin Chen et al.2019 · 10 citationsIEEE Transactions on Software Engineering, 2023
On the adoption, usage and evolution of Kotlin Features on Android development1907.09003v3 · Bruno G'ois Mateus, Matias Martinez2019 · 28 citationsESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (ESEM '20), October 8--9, 2020, Bari, Italy
Empirical Review of Java Program Repair Tools: A Large-Scale Experiment on 2,141 Bugs and 23,551 Repair Attempts1905.11973v1 · Thomas Durieux, Fernanda Madeiral, Matias Martinez et al.2019 · 130 citationsarXiv
Nopol: Automatic Repair of Conditional Statement Bugs in Java Programs1811.04211v1 · Jifeng Xuan, Matias Martinez, Favio Demarco et al.2018 · 430 citationsIEEE Transactions on Software Engineering, 2016
Automatic Repair of Real Bugs in Java: A Large-Scale Experiment on the Defects4J Dataset1811.02429v1 · Matias Martinez, Thomas Durieux, Romain Sommerard et al.2018 · 249 citationsEmpirical Software Engineering, Springer, 2016
Alleviating Patch Overfitting with Automatic Test Generation: A Study of Feasibility and Effectiveness for the Nopol Repair System1810.10614v1 · Zhongxing Yu, Matias Martinez, Benjamin Danglot et al.2018 · 73 citationsEmpirical Software Engineering (Springer), 2018
Coming: a Tool for Mining Change Pattern Instances from Git Commits1810.08532v1 · Matias Martinez, Martin Monperrus2018 · 39 citationsProceedings of International Conference on Software Engineering, Tool track, 2019
Human-competitive Patches in Automatic Program Repair with Repairnator1810.05806v1 · Martin Monperrus, Simon Urli, Thomas Durieux et al.2018 · 4 citationsarXiv
An Empirical Study on Quality of Android Applications written in Kotlin language1808.00025v3 · Bruno Gois Mateus, Matias Martinez2018 · 70 citationsEmpirical Software Engineering (Springer), 2019
A Comprehensive Study of Automatic Program Repair on the QuixBugs Benchmark1805.03454v4 · He Ye, Matias Martinez, Thomas Durieux et al.2018 · 68 citationsJournal of Systems and Software, 2021
Astor: Exploring the Design Space of Generate-and-Validate Program Repair beyond GenProg1802.03365v3 · Matias Martinez, Martin Monperrus2018 · 33 citationsJournal of Systems and Software, Elsevier, 2019
Do Mobile Developers Ask on Q&A Sites About Error Codes Thrown by a Cross-Platform App Development Framework? An Empirical Study1801.07026v1 · Matias Martinez, Sylvain Lecomte2018 · 0 citationsarXiv
Two Datasets of Questions and Answers for Studying the Development of Cross-platform Mobile Applications using Xamarin Framework1712.09569v2 · Matias Martinez2017 · 8 citationsarXiv
Ultra-Large Repair Search Space with Automatically Mined Templates: the Cardumen Mode of Astor1712.03854v2 · Matias Martinez, Martin Monperrus2017 · 96 citationsProceedings of the International Symposium on Search Based Software Engineering, 2018
Sorting and Transforming Program Repair Ingredients via Deep Learning Code Similarities1707.04742v2 · Martin White, Michele Tufano, Matias Martinez et al.2017 · 172 citationsProceedings of the IEEE International Conference on Software Analysis, Evolution and Reengineering, 2019
XamForumDB: a dataset for studying Q&A about cross-platform mobile applications development1703.03631v1 · Matias Martinez, Sylvain Lecomte2017 · 0 citationsarXiv
Test Case Generation for Program Repair: A Study of Feasibility and Effectiveness1703.00198v1 · Zhongxing Yu, Matias Martinez, Benjamin Danglot et al.2017 · 18 citationsarXiv
Towards the quality improvement of cross-platform mobile applications1701.06767v2 · Matias Martinez, Sylvain Lecomte2017 · 36 citationsarXiv
Dynamic Analysis can be Improved with Automatic Test Suite Refactoring1506.01883v1 · Jifeng Xuan, Benoit Cornu, Matias Martinez et al.2015 · 1 citationarXiv
Career total: 120 works. 54 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.