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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
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<title>SquaresLab</title>
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<li class="sidebar-nav-item">
<a class="js-scroll-trigger" href="#people">Who We Are</a>
</li>
<li class="sidebar-nav-item">
<a class="js-scroll-trigger" href="#research">Our Research</a>
</li>
<li class="sidebar-nav-item">
<a class="js-scroll-trigger" href="#publications">Publications</a>
</li>
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<header class="masthead d-flex">
<div class="container text-center my-auto">
<h1 class="mb-1">squaresLab</h1>
<h3 class="mb-5">
<em>Software Quality in Real Evolving Systems.</em>
</h3>
<a class="btn btn-danger btn-xl js-scroll-trigger" href="#research">Our
Research</a>
<br>
</div>
<div class="overlay"></div>
</header>
<!-- People -->
<section class="content-section bg-light" id="people">
<div class="container text-center">
<div class="content-section-heading">
<h2 class="mb-5">We Care About Software Quality</h2>
<div class="row">
<div class="col-sm-12 text-left">
<hr />
<p><strong>squaresLab</strong>, at <a href="https://http://www.cs.cmu.edu/">Carnegie Mellon's School of Computer
Science</a>, focuses on <strong>S</strong>oftware <strong>QUA</strong>lity in
<strong>R</strong>eal <strong>E</strong>volving <strong>S</strong>ystems.* We do research in automated techniques to
reason about, assure, measure and then improve the quality of real, messy,
ever-changing software.</p>
<p>Our public projects can be found at <a href="https://github.com/squaresLab">squaresLab
GitHub</a></p>
<p>squaresLab@CMU is led by (Associate) Professor <a href="http://www.clairelegoues.com">Claire Le
Goues</a>, and also includes:</p>
<ul style="list-style: none;">
<li><a href="http://www.christimperley.co.uk">Chris Timperley</a>, Systems Scientist</li>
<li><a href="http://www.cs.cmu.edu/~dskatz/">Deby Katz</a></li>
<li><a href="http://www.andrew.cmu.edu/user/zfc/">Zack Coker</a></li>
<li><a href="http://www.cs.cmu.edu/~msotogon/">Mauricio Soto</a></li>
<li><a href="http://www.cs.cmu.edu/~afsoona">Afsoon Afzal</a></li>
<li><a href="http://kinneerc.github.io">Cody Kinneer</a></li>
<li><a href="http://www.cs.cmu.edu/~jlacomis/">Jeremy Lacomis</a></li>
</ul>
<p>We also have graduated students:</p>
<ul style = "list-style: none;">
<li><a href="http://www.cs.cmu.edu/~rvantond/">Rijnard van Tonder</a></li>
</ul>
<p>Past visiting students include:</p>
<ul class="list-style: none;">
<li><a href="https://xuanbachle.github.io/">Xuan Bach Le Dinh,</a> PhD, Singapore Management University, now at the University of Melbourne</li>
<li><a href="http://sophiaytian.com/">Tian Yuan</a>, PhD, Singapore Management University, now at Queen's University (Ontario, CA) </li>
<li><a href="https://sites.google.com/site/lebuitienduy">Le Bui Tien Duy</a>, PhD, Singapore
Management University</li>
<li>Pavneet Singh Kochhar, PhD, Singapore Management University, now at MSR</li>
</ul>
<p>If you're not sure who to contact, squaresLab can be reached via email: clegoues@cs.cmu.edu</p>
<p style="font-size:1rem">*We apologize, sort of, for the egregious backronym.</p>
</div>
</div>
</div>
</div>
</section>
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<section class="content-section bg-primary text-white text-center research"
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<li data-target="#carouselExampleIndicators" data-slide-to="0" class="active"></li>
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<div class="content-section-heading">
<h2 class="mb-5">Research</h2>
</div>
<div class="row">
<div class="col-sm-12 text-left">
<hr />
<p>Here we loosely organize our research efforts loosely by subject. If you can't
find something or think we've forgotten anything, make sure you also
consult the publications list, and consider
contacting us directly or filing an issue with this page at
<a href="https://github.com/squaresLab/squaresLab.github.io">https://github.com/squaresLab/squaresLab.github.io</a>.</p>
<hr />
<h2 id="programrepair">Program Transformation and Repair</h2>
<p>The error repair process in software systems is, historically, a
resource-consuming task that relies heavily on manual developer effort.
Automatic program repair approaches enable the repair of software with minimum
human interaction mitigating the burden on developers. We have created and
analyzed existing automatic program repair approaches to improve their
performance and quality of created patches; this work has produced
frameworks and toolsets for automatic program transformation and repair, as well as
datasets for its evaluation. You might be looking for:</p>
<h3>Heuristic transformation and repair</h3>
<ul style = "list-style: none;">
<li><a href="https://comby.dev/">Comby:</a> a lightweight, declarative way
to change code across many
languages. (<a href="https://www.youtube.com/watch?v=JMZLBB_BFNg">Watch
the StrangeLoop talk!</a>)</li>
<li><a href="https://github.com/squaresLab/Darjeeling">Darjeeling:</a> a
framework for language-agnostic search-based/heuristic program repair.
If you want something GenProg-like but significantly more modern, this
is your cup of tea.</li>
<li><a href="https://github.com/squaresLab/SemanticCrashBucketing">Semantic
Crash Bucketing</a>: fuzz test triage via program transformaiton.</li>
<li><a href="https://github.com/squaresLab/genprog4java">GenProg4Java:</a>
a framework for heuristic program repair for Java programs; a generally
faithful reproduction of the original GenProg4C technique (below).</li>
<li><a href="https://squareslab.github.io/genprog-code">GenProg</a>:
stochastic search methods like genetic programming, combined with
lightweight program analyses, to find patches for bugs in extant
software. The GenProg website covers most GenProg-related
research and prior results. If you want to run <i>new</i> experiments,
you may want to <i>start</i> with Darjeeling and/or BugZoo.</li>
</ul>
<h3>Static and semantic repair</h3>
<ul style = "list-style: none;">
<li><a href="https://github.com/squaresLab/footpatch">FootPatch</a>: static
repair of heap-based violations, extending Facebook's Infer toolset</li>
<li><a href="https://xuanbachle.github.io/semanticsrepair/">S3 and JFix</a>:
semantics-based repair for Java programs</li>
</ul>
<h3>Datasets and experimental frameworks</h3>
<ul style = "list-style: none;">
<li> <a href="https://github.com/squaresLab/BugZoo">BugZoo:</a> an active
effort to support controlled experiments on buggy C programs,
particularly for program repair; it supports the reproduction, in a
modern environment, of a number of scenarios from existing datasets,
including <a href="https://repairbenchmarks.cs.umass.edu">ManyBugs</a>.
</li>
<li><a href="http://repairbenchmarks.cs.umass.edu/">ManyBugs and IntroClass:</a>
benchmarks and results intended to support evaluations of
program repair research. We recommend BugZoo for new ManyBugs
experiments</li>
</ul>
<!-- <p><strong>Related Publications:</strong></p>
<ul>
<li><a href="/publications/#LeGouesManyBugs2015">The ManyBugs and IntroClass
Benchmarks for Automated Repair of C Programs</a></li>
</ul>-->
<h2 id="roboticssoftwareqabugtesting">Robotics Software QA/Bug Testing</h2>
<p>Robotics and autonomous systems are becoming increasingly prevalent. These
systems present new quality assurance challenges. </p>
<p><strong>Related Publications</strong> {% bibliography --query
@*[project~=robots] %}</p>
<h2 id="understandingdevelopmenterpractices">Understanding Develop[ment/er]
Practices</h2>
<p>Software developers work on difficult problems in complex software
situations. Tools that reduce the complexity of software development can
improve both the quality of the developed software and reduce the time required
to create the software. To produce tools that are useful to developers, it is
important to understand current software development practices. Our group
studies developers and produced software to understand both the current state of
software quality and which factors affect software quality. We then produce
tools to advance the current state of software quality.</p>
<p><strong>Related Publications:</strong> {% bibliography --query
@*[project~=develop] %}</p>
<h2 id="aisearchbasedsoftwareengineering">AI / Search-based Software
Engineering</h2>
<p>We are broadly interested in applying AI methods, including search-based
approaches, to improve the engineering of software. In particular, we
investigate applying these approaches to self-adaptive systems to enable complex
software systems to autonomously respond to changes in their environments more
effectively, although this category also includes smaller projects employing
these approaches that don't fit neatly into other projects.</p>
<p><strong>Related Publications:</strong> {% bibliography --query
@*[project~=ai-sbe] %}</p>
</div>
</div>
</div>
</section>
<!-- Publications -->
<section class="content-section bg-light" id="people">
<div class="container">
<h1 id="publications">Publications</h1>
<p><strong><em>Note on citing</em></strong>:
<em>By default, Bibtex will butcher Claire’s last name (turning her into Goues,
C.L.); we always appreciate judiciously applied brackets (<code class="highlighter-rouge">{Le Goues}</code>) or a
non-breaking space (<code class="highlighter-rouge">Le~Goues</code>). We have found that a combination of the two
(<code class="highlighter-rouge">{Le~Goues}</code>) seems to work best.</em></p>
<div class="row">
<div class="col-sm-12">
<h2 class="bibliography">2019</h2>
<div class="bibliography" reversed="reversed"><span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="MARS2019"><b>Model-Based Adaptation for Robotics Software</b>, J. Aldrich, D. Garlan, C. Kaestner, C. Le Goues, A. Mohseni-Kabir, I. Ruchkin, S. Samuel, B. Schmerl, C. S. Timperley, M. Veloso, I. Voysey, J. Biswas, A. Guha, J. Holtz, J. Camara, and P. Jamshidi, <i>IEEE Software</i>, vol. 36, no. 2, pp. 83–90, Mar. 2019.</span>
</div>
<span class="refs-link">
<a href="http://dx.doi.org/10.1109/MS.2018.2885058"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-MARS2019').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-MARS2019" style="display:
none;">@article{MARS2019,
author = {{Aldrich}, J. and {Garlan}, D. and {Kaestner}, C. and {Le~Goues}, C. and {Mohseni-Kabir}, A. and {Ruchkin}, I. and {Samuel}, S. and {Schmerl}, B. and {Timperley}, C. S. and {Veloso}, M. and {Voysey}, I. and {Biswas}, J. and {Guha}, A. and {Holtz}, J. and {Camara}, J. and {Jamshidi}, P.},
journal = {IEEE Software},
title = {Model-Based Adaptation for Robotics Software},
year = {2019},
volume = {36},
number = {2},
pages = {83-90},
doi = {10.1109/MS.2018.2885058},
month = mar,
month_numeric = {3}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="MorenoDART2019"><b>DARTSim: An Exemplar for Evaluation and Comparison of Self-Adaptation Approaches for Smart Cyber-Physical Systems</b>, Gabriel A. Moreno, Cody Kinneer, Ashutosh Pandey, and David Garlan, in <i>Proceedings of the 14th International Conference on Software Engineering for Adaptive and Self-Managing Systems</i>, <i>To Appear SEAMS ’19</i>, 2019.</span>
</div>
<span class="refs-link">
<a href="/materials/MorenoDART2019.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-MorenoDART2019').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-MorenoDART2019" style="display:
none;">@inproceedings{MorenoDART2019,
author = {Moreno, Gabriel A. and Kinneer, Cody and Pandey, Ashutosh and Garlan, David},
title = {DARTSim: An Exemplar for Evaluation and Comparison of Self-Adaptation Approaches for Smart Cyber-Physical Systems},
booktitle = {Proceedings of the 14th International Conference on Software Engineering for Adaptive and Self-Managing Systems},
series = {To Appear SEAMS '19},
year = {2019},
location = {Montreal, Canada},
numpages = {7},
publisher = {IEEE},
project = {ai-sbe}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="DingLyuGI2019"><b>Leveraging Program Invariants to Promote Population Diversity in Search-Based Automatic Program Repair</b>, Zhen Yu Ding, Yiwei Lyu, Christopher S. Timperley, and Claire Le Goues, in <i>Genetic Improvement Workshop</i>, <i>To Appear GI ’19</i>, 2019.</span>
</div>
<span class="refs-link">
<a href="/materials/DingLyuGI2019.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-DingLyuGI2019').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-DingLyuGI2019" style="display:
none;">@inproceedings{DingLyuGI2019,
author = {Ding, {Zhen~Yu} and Lyu, Yiwei and Timperley, Christopher S. and {Le~Goues}, Claire},
title = {Leveraging Program Invariants to Promote Population Diversity in Search-Based Automatic Program Repair},
booktitle = {Genetic Improvement Workshop},
series = {To Appear GI '19},
year = {2019},
project = {repair}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span></div>
<h2 class="bibliography">2018</h2>
<div class="bibliography" reversed="reversed"><span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="deSouzaFitness2018"><b>A Novel Fitness Function for Automated Program Repair Based on
Source Code Checkpoints</b>, Eduardo Faria de Souza, Claire Le Goues, and Celso Goncalves Camilo-Junior, in <i>Proceedings of the Genetic and Evolutionary Computation
Conference</i>, <i>GECCO ’18</i>, 2018, pp. 1443–1450.</span>
</div>
<span class="refs-link">
<a href="/materials/deSouzaFitness2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-deSouzaFitness2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-deSouzaFitness2018" style="display:
none;">@inproceedings{deSouzaFitness2018,
author = {{de~Souza}, Eduardo Faria and {Le~Goues}, Claire and Camilo-Junior, Celso Goncalves},
title = {A Novel Fitness Function for Automated Program Repair Based on
Source Code Checkpoints},
year = {2018},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation
Conference},
series = {GECCO '18},
location = {Kyoto, Japan},
month = jul,
pages = {1443--1450},
project = {repair},
month_numeric = {7}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="LeGouesDoubleBlind2018"><b>Effectiveness of Anonymization in Double-Blind Review</b>, Claire Le Goues, Yuriy Brun, Sven Apel, Emery Berger, Sarfraz Khurshid, and Yannis Smaragdakis, <i>Commun. ACM</i>, vol. 61, no. 6, pp. 30–33, Jun. 2018.</span>
</div>
<span class="refs-link">
<a href="/materials/LeGouesDoubleBlind2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3208157"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-LeGouesDoubleBlind2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-LeGouesDoubleBlind2018" style="display:
none;">@article{LeGouesDoubleBlind2018,
author = {{Le~Goues}, Claire and Brun, Yuriy and Apel, Sven and Berger, Emery and Khurshid, Sarfraz and Smaragdakis, Yannis},
title = {Effectiveness of Anonymization in Double-Blind Review},
journal = {Commun. ACM},
year = {2018},
month = jun,
volume = {61},
number = {6},
pages = {30--33},
doi = {10.1145/3208157},
month_numeric = {6}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="vanTonderHeapProperties2018"><b>Static Automated Program Repair for Heap Properties</b>, Rijnard van Tonder and Claire Le Goues, in <i>International Conference on Software Engineering</i>, <i>ICSE ’18</i>, 2018, pp. 151–162.</span>
</div>
<span class="refs-link">
<a href="/materials/vanTonderHeapProperties2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="/materials/vanTonderHeapProperties2018.slides.pdf"><i class="fas fa-chart-pie"></i>
Slides (PDF)</a>
</span>
· <span class="refs-link">
<a href="https://github.com/squaresLab/footpatch"><i class="far fa-file-code"></i> Code</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3180155.3180250"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-vanTonderHeapProperties2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-vanTonderHeapProperties2018" style="display:
none;">@inproceedings{vanTonderHeapProperties2018,
title = {Static Automated Program Repair for Heap Properties},
author = {{van~Tonder}, Rijnard and {Le~Goues}, Claire},
booktitle = {International Conference on Software Engineering},
series = {ICSE '18},
pages = {151--162},
month = may,
year = {2018},
publisher = {ACM},
location = {Gothenburg, Sweden},
doi = {10.1145/3180155.3180250},
project = {repair},
month_numeric = {5}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="HutchisonRobustness2018"><b>Robustness Testing of Autonomy Software</b>, Casidhe Hutchison, Milda Zizyte, Patrick E. Lanigan, David Guttendorf, Michael Wagner, Claire Le Goues, and Philip Koopman, in <i>International Conference on Software Engineering: Software
Engineering in Practice</i>, <i>ICSE SEIP ’18</i>, 2018, pp. 276–285.</span>
</div>
<span class="refs-link">
<a href="/materials/HutchisonRobustness2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3183519.3183534"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-HutchisonRobustness2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-HutchisonRobustness2018" style="display:
none;">@inproceedings{HutchisonRobustness2018,
title = {Robustness Testing of Autonomy Software},
author = {Hutchison, Casidhe and Zizyte, Milda and Lanigan, Patrick E. and Guttendorf, David and Wagner, Michael and {Le~Goues}, Claire and Koopman, Philip},
booktitle = {International Conference on Software Engineering: Software
Engineering in Practice},
series = {ICSE SEIP '18},
year = {2018},
month = may,
location = {Gothenburg, Sweden},
pages = {276--285},
doi = {10.1145/3183519.3183534},
publisher = {ACM},
project = {robots},
month_numeric = {5}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="TimperleyBugZooPoster2018"><b>Poster: BugZoo: A Platform for Studying Software Bugs</b>, Christopher Steven Timperley, Susan Stepney, and Claire Le Goues, in <i>International Conference on Software Engineering: Companion
Proceedings</i>, <i>ICSE Poster ’18</i>, 2018, pp. 446–447.</span>
</div>
<span class="refs-link">
<a href="/materials/TimperleyBugZooPoster2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="/materials/TimperleyBugZooPoster2018.poster.pdf"><i class="far fa-list-alt"></i> Poster</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3183440.3195050"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-TimperleyBugZooPoster2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-TimperleyBugZooPoster2018" style="display:
none;">@inproceedings{TimperleyBugZooPoster2018,
title = {Poster: BugZoo: A Platform for Studying Software Bugs},
author = {Timperley, Christopher Steven and Stepney, Susan and {Le~Goues}, Claire},
booktitle = {International Conference on Software Engineering: Companion
Proceedings},
series = {ICSE Poster '18},
pages = {446--447},
doi = {10.1145/3183440.3195050},
publisher = {ACM},
month = may,
year = {2018},
location = {Gothenburg, Sweden},
month_numeric = {5}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="SotoMSRChallenge2018"><b>Common Statement Kind Changes to Inform Automatic Program
Repair</b>, Mauricio Soto and Claire Le Goues, in <i>International Conference on Mining Software Repositories</i>, <i>MSR Challenge ’18</i>, 2018.</span>
</div>
<span class="refs-link">
<a href="/materials/SotoMSRChallenge2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="https://github.com/squaresLab/ChallengeMau_MSRChallenge2018"><i class="far fa-file-code"></i> Code</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3196398.3196472"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-SotoMSRChallenge2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-SotoMSRChallenge2018" style="display:
none;">@inproceedings{SotoMSRChallenge2018,
title = {Common Statement Kind Changes to Inform Automatic Program
Repair},
author = {Soto, Mauricio and {Le~Goues}, Claire},
booktitle = {International Conference on Mining Software Repositories},
series = {MSR Challenge '18},
doi = {10.1145/3196398.3196472},
month = may,
year = {2018},
location = {Gothenburg, Sweden},
project = {repair},
month_numeric = {5}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="AfzalMSRChallenge2018"><b>A Study on the Use of IDE Features for Debugging</b>, Afsoon Afzal and Claire Le Goues, in <i>International Conference on Mining Software Repositories</i>, <i>MSR Challenge ’18</i>, 2018.</span>
</div>
<span class="refs-link">
<a href="/materials/AfzalMSRChallenge2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3196398.3196468"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-AfzalMSRChallenge2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-AfzalMSRChallenge2018" style="display:
none;">@inproceedings{AfzalMSRChallenge2018,
title = {A Study on the Use of IDE Features for Debugging},
author = {Afzal, Afsoon and {Le~Goues}, Claire},
booktitle = {International Conference on Mining Software Repositories},
series = {MSR Challenge '18},
doi = {10.1145/3196398.3196468},
month = may,
year = {2018},
location = {Gothenburg, Sweden},
project = {develop},
month_numeric = {5}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="XuanBachOverfittingJF2018"><b>Overfitting in Semantics-Based Automated Program Repair</b>, Xuan-Bach D. Le, Ferdian Thung, David Lo, and Claire Le Goues, in <i>International Conference on Software Engineering</i>, <i>ICSE (Journal First) ’18</i>, 2018, p. 163.</span>
</div>
<span class="refs-link">
<a href="/materials/XuanBachOverfittingJF2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1145/3180155.3182536"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-XuanBachOverfittingJF2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-XuanBachOverfittingJF2018" style="display:
none;">@inproceedings{XuanBachOverfittingJF2018,
title = {Overfitting in Semantics-Based Automated Program Repair},
author = {Le, Xuan-Bach D. and Thung, Ferdian and Lo, David and {Le~Goues}, Claire},
booktitle = {International Conference on Software Engineering},
series = {ICSE (Journal First) '18},
pages = {163},
publisher = {ACM},
doi = {10.1145/3180155.3182536},
year = {2018},
month = may,
location = {Gothenburg, Sweden},
project = {repair},
month_numeric = {5}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="TimperleyCrashing2018"><b>Crashing Simulated Planes is Cheap: Can Simulation Detect
Robotics Bugs Early?</b>, Christopher Steven Timperley, Afsoon Afzal, Deborah Katz, Jam Marcos Hernandez, and Claire Le Goues, in <i>International Conference on Software Testing, Validation and
Verification</i>, <i>ICST ’18</i>, 2018, pp. 331–342.</span>
</div>
<span class="refs-link">
<a href="/materials/TimperleyCrashing2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="https://github.com/squaresLab/ArduBugs"><i class="fas fa-database"></i> Data</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1109/ICST.2018.00040"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-TimperleyCrashing2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-TimperleyCrashing2018" style="display:
none;">@inproceedings{TimperleyCrashing2018,
title = {Crashing Simulated Planes is Cheap: {C}an Simulation Detect
Robotics Bugs Early?},
author = {Timperley, Christopher Steven and Afzal, Afsoon and Katz, Deborah and Hernandez, Jam Marcos and {Le~Goues}, Claire},
booktitle = {International Conference on Software Testing, Validation and
Verification},
series = {ICST '18},
pages = {331--342},
location = {V{\"{a}}ster{\aa}s, Sweden},
doi = {10.1109/ICST.2018.00040},
year = {2018},
month = apr,
project = {robots},
month_numeric = {4}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="XuanBachOverfitting2018"><b>Overfitting in Semantics-based Automated Program Repair</b>, Xuan-Bach D. Le, Ferdian Thung, David Lo, and Claire Le Goues, <i>Empirical Software Engineering</i>, Mar. 2018.</span>
</div>
<span class="refs-link">
<a href="/materials/XuanBachOverfitting2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="http://dx.doi.org/10.1007/s10664-017-9577-2"><i class="fas fa-link"></i> DOI</a>
</span>
· <span class="refs-link">
<a href="javascript:void(0)" onclick="$('#bibtex-entry-XuanBachOverfitting2018').slideToggle();">BibTeX</a>
</span>
<div class="bibtex noshow" style="width:600px;overflow:auto">
<pre class="bibtex-entry" id="bibtex-entry-XuanBachOverfitting2018" style="display:
none;">@article{XuanBachOverfitting2018,
title = {Overfitting in Semantics-based Automated Program Repair},
author = {Le, Xuan-Bach D. and Thung, Ferdian and Lo, David and {Le~Goues}, Claire},
journal = {Empirical Software Engineering},
year = {2018},
month = mar,
doi = {10.1007/s10664-017-9577-2},
project = {repair},
month_numeric = {3}
}
</pre>
</div>
</td>
</tr>
</tbody></table>
</span>
<span><p>
</p><p></p><table style="width:100%">
<tbody><tr>
<td valign="top"><span class="abbrv"></span></td>
<td>
<div class="reference">
<span id="SotoProbabilistic2018"><b>Using a Probabilistic Model to Predict Bug Fixes</b>, Mauricio Soto and Claire Le Goues, in <i>International Conference on Software Analysis, Evolution, and
Reengineering</i>, <i>SANER ’18</i>, 2018, pp. 221–231.</span>
</div>
<span class="refs-link">
<a href="/materials/SotoProbabilistic2018.pdf"><i class="far fa-file-alt"></i> PDF</a>
</span>
· <span class="refs-link">
<a href="https://github.com/squaresLab/ProbabilisticModelSaner2018"><i class="far fa-file-code"></i> Code</a>
</span>