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publications.html
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<!DOCTYPE html>
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<head>
<title>SOLAR UCL - Publications</title>
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<link rel="stylesheet" href="assets/css/main.css" />
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</head>
<body class="no-sidebar is-preload">
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<!-- Logo -->
<!-- <div> <img id="logo-join-img" src="images/join-us-logo.png" alt="" /> </div> -->
<h1 class="join-h1"> SOLAR Publications</h1>
<br>
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<th width="20%">Author</th>
<th width="30%">Title</th>
<th width="5%">Year</th>
<th width="30%">Journal/Proceedings</th>
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<!-- <tr id="KEY" class="entry">
<td>AUTHORS</td>
<td>TITLE<p class="infolinks">
[<a href="javascript:toggleInfo('KEY','bibtex')">BibTeX</a>]
[<a href="URL">URL</a>]
[<a href="PDF">PDF</a>]
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<td>YEAR</td>
<td>VENUE</td>
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<td colspan="6"><b>BibTeX</b>:
<pre>
</pre></td>
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<tr id="wen2025scope" class="entry">
<td>Jinfeng Wen, Zhenpeng Chen, Jianshu Zhao, Federica Sarro, Haodi Ping, Ying Zhang, Shangguang Wang, Xuanzhe Liu</td>
<td><p>
SCOPE: Performance Testing for Serverless Computing
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="https://arxiv.org/pdf/2306.01620.pdf">PDF</a>]
</p>
</td>
<td>2025</td>
<td>ACM Transactions on Software Engineering and Methodology (TOSEM)</td>
</tr>
<tr id="songpetchmongkol_2025_GI" class="entry">
<td>Thanatad Songpetchmongkol, Aymeric Blot, Justyna Petke</td>
<td><p>
Empirical Comparison of Runtime Improvement Approaches: Genetic Improvement, Parameter Tuning, and Their Combination
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/songpetchmongkol_2025_GI.pdf">PDF</a>]
</p>
</td>
<td>2025</td>
<td>14th International Workshop on Genetic Improvement @ICSE 2025</td>
</tr>
<tr id="langdon:2025:GI" class="entry">
<td>William B. Langdon and Bobby R. Bruce</td>
<td><p>
The gem5 C++ glibc Heap Fitness Landscape
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/langdon_2025_GI.pdf">PDF</a>]
</p>
</td>
<td>2025</td>
<td>14th International Workshop on Genetic Improvement @ICSE 2025</td>
</tr>
<tr id="Langdon:2025:EuroGP" class="entry">
<td>William B. Langdon and David Clark</td>
<td><p>
Population Diversity, Information Theory and Genetic Improvement
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/Langdon_2025_EuroGP.pdf">PDF</a>]
</p>
</td>
<td>2025</td>
<td>European Conference on Genetic Programming, EuroGP 2025</td>
</tr>
<tr id="Even-Mendoza:2025:ICSE-SEIP" class="entry">
<td>Karine Even-Mendoza and Hector D. Menendez and W.B Langdon and Aidan Dakhama and Justyna Petke and Bobby R. Bruce</td>
<td><p>
Search+LLM-based Testing for ARM Simulators
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/ICSE_SEIP_2025___SearchSYS_and_ARM.pdf">PDF</a>]
</p>
</td>
<td>2025</td>
<td>2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)</td>
</tr>
<tr id="wen2025emse" class="entry">
<td>Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Shangguang Wang</td>
<td>
<p>
Unveiling Overlooked Performance Variance in Serverless Computing
</p>
<p class="infolinks">
[<a href="https://arxiv.org/abs/2305.04309">arXiv</a>]
</p>
</td>
<td>2025</td>
<td>Empirical Software Engineering (EMSE) Journal</td>
</tr>
<tr id="fadahunsi2025fairness" class="entry">
<td>Tosin Fadahunsi, Giordano d’Aloisio, Antinisca Di Marco, Federica Sarro</td>
<td>
<p>
How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias
</p>
<p class="infolinks">
[<a href="https://arxiv.org/abs/2501.09014">arXiv</a>]
</p>
</td>
<td>2025</td>
<td>1st International Workshop on Fairness in Software Systems</td>
</tr>
<tr id="giordano2025saner" class="entry">
<td>Naman Ahuja, Yle Feng, Luming Li, Amisha Malik, Thuvaragan Sivayoganathan, Navveen Balani, Srinivasan Rakhunathan, Federica Sarro</td>
<td>
<p>
Automatically Assessing Software Architecture Compliance With Green Software Patterns
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/EcoDocSense_Greens2025.pdf">PDF</a>]
</p>
</td>
<td>2025</td>
<td>9th International Workshop on Green and Sustainable Software (GREENS’25)</td>
</tr>
<tr id="giordano2025saner" class="entry">
<td>Giordano d’Aloisio, Luca Traini, Federica Sarro and Antinisca Di Marco</td>
<td><p>
On the Compression of Language Models for Code: An Empirical Study on CodeBERT
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="https://arxiv.org/abs/2412.13737">arXiv</a>]
</p>
</td>
<td>2025</td>
<td>IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) 2025</td>
</tr>
<tr id="langdon:2024:ASE" class="entry">
<td>W. B. Langdon and David Clark</td>
<td><p>
Deep Imperative Mutations have Less Impact
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/langdon_2024_ASE.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td>Automated Software Engineering</td>
</tr>
<tr id="Langdon:2024:EI" class="entry">
<td>W. B. Langdon and Daniel Hulme</td>
<td><p>
Sustaining Evolution for Shallow Embodied Intelligence
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/Langdon_2024_EI.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td>Proceedings of 2024 International Conference on Embodied Intelligence, EI-2024</td>
</tr>
<tr id="understand-fairness" class="entry">
<td>Emeralda Sesari, Federica Sarro, and Ayushi Rastogi</td>
<td><p>
Understanding Fairness in Software Engineering: Insights from Stack Exchange Sites
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="https://conf.researchr.org/details/esem-2024/esem-2024-technical-track/20/Understanding-Fairness-in-Software-Engineering-Insights-from-Stack-Exchange-Sites">Conf. Preview</a>]
</p>
</td>
<td>2024</td>
<td>18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) - Technical Papers Track</td>
</tr>
<tr id="rcgvspcg" class="entry">
<td>Mar Zamorano López, África Domingo, Carlos Cetina, and Federica Sarro</td>
<td><p>
Game Software Engineering: A Controlled Experiment Comparing Automated Content Generation Techniques
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="https://conf.researchr.org/details/esem-2024/esem-2024-technical-track/23/Game-Software-Engineering-A-Controlled-Experiment-Comparing-Automated-Content-Genera">Conf. Preview</a>]
</p>
</td>
<td>2024</td>
<td>18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) - Technical Papers Track</td>
</tr>
<tr id="llm-quantum" class="entry">
<td>Giordano d'Aloisio, Sophie Fortz, Carol Hanna, Daniel Fortunato, Avner Bensoussan, Eñaut Mendiluze Usandizaga, and Federica Sarro</td>
<td><p>
Exploring LLM-Driven Explanations for Quantum Algorithms
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="https://conf.researchr.org/details/esem-2024/esem-2024-emerging-results-vision-and-reflection-papers/13/Exploring-LLM-Driven-Explanations-for-Quantum-Algorithms">Conf. Preview</a>]
[<a href="https://arxiv.org/abs/2409.19028">arXiv</a>]
</p>
</td>
<td>2024</td>
<td>18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) - Emerging Results, Vision and Reflection Papers Track</td>
</tr>
<tr id="synthesiscompare" class="entry">
<td>Dominik Sobania, Justyna Petke, Martin Briesch, and Franz Rothlauf</td>
<td><p>
A Comparison of Large Language Models and Genetic Programming for Program Synthesis
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="https://discovery.ucl.ac.uk/id/eprint/10192702/1/bare_jrnl_new_sample4.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td>16th International Symposium on Search-Based Software Engineering (SSBSE) - Challenge Track</td>
</tr>
<tr id="fuzzingquantum" class="entry">
<td>Daniel Blackwell, Justyna Petke, Yazhuo Cao, and Avner Bensoussan</td>
<td><p>
Fuzzing-Based Differential Testing For Quantum Simulators
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="http://www0.cs.ucl.ac.uk/staff/J.Petke/papers/Blackwell_2024_SSBSEChallenge.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td>16th International Symposium on Search-Based Software Engineering (SSBSE) - Challenge Track</td>
</tr>
<tr id="greenstableyolo" class="entry">
<td>Jingzhi Gong, Sisi Li, Giordano d’Aloisio, Zishuo Ding,
Yulong Ye, William B. Langdon, and Federica Sarro</td>
<td><p>
GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/GreenStableYolo.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td>16th International Symposium on Search-Based Software Engineering (SSBSE) - Challenge Track</td>
</tr>
<tr id="mkechagia_emse_24" class="entry">
<td>Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, and Aldeida Aleti.</td>
<td><p>
Test-based Patch Clustering for Automatically-Generated Patches Assessment.
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/mkechagia_emse_24.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td> Empirical Software Engineering (EMSE), An International Journal </td>
</tr>
<tr id="mkechagia_fse_24" class="entry">
<td>Justyna Petke, Matias Martinez, Maria Kechagia, Aldeida Aleti, and Federica Sarro</td>
<td><p>
The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic Benchmarking.
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="">PDF</a>]
</p>
</td>
<td>2024</td>
<td> International Conference on the Foundations of Software Engineering (FSE 2024). Ideas, Visions and Reflections Track. </td>
</tr>
<tr id="mkechagia_msr_24" class="entry">
<td>Saurabhsingh Rajput, Maria Kechagia, Federica Sarro, and Tushar Sharma</td>
<td><p>
Greenlight: Highlighting Tensorflow APIs energy footprint.
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/MSR2024_Greenlight.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td> International Conference on Mining Software Repositories (MSR 2024). Data and Tool Showcase Track. </td>
</tr>
<tr id="fairnesstestingsurvey" class="entry">
<td>Zhenpeng Chen, Jie M. Zhang, Max Hort, Mark Harman, and Federica Sarro</td>
<td>Fairness Testing: A Comprehensive Survey and Analysis of Trends<p
class="infolinks">
[<a href="javascript:toggleInfo('fairnesstestingsurvey','bibtex')">BibTeX</a>]
[<a href="https://chenzhenpeng18.github.io/papers/TOSEM24-survey.pdf">PDF</a>]
</p>
</td>
<td>2024</td>
<td>ACM Transactions on Software Engineering and Methodology (TOSEM)</td>
</tr>
<tr id="bib_fairnesstestingsurvey" class="bibtex noshow">
<td colspan="6"><b>BibTeX</b>:
<pre>
@article{chen2022fairness,
title={Fairness testing: A comprehensive survey and analysis of trends},
author={Chen, Zhenpeng and Zhang, Jie M and Hort, Max and Harman, Mark and Sarro, Federica},
journal={ACM Transactions on Software Engineering and Methodology (TOSEM)},
year={2024}
}
</pre>
</td>
</tr>
<tr id="langdon:2024:GI" class="entry">
<td>William B. Langdon and David Clark</td>
<td><p>
Deep Mutations have Little Impact
</p>
<p class="infolinks">
<!--[<a href="javascript:toggleInfo('','bibtex')">BibTeX</a>] -->
[<a href="pdf/langdon_2024_GI.pdf">PDF</a>]