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The 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019) will be held in San Diego from November 11 to 15, 2019. The conference is the premier research forum for automated software engineering. Each year, it brings together researchers and practitioners from academia and industry to discuss foundations, techniques, and tools for automating the analysis, design, implementation, testing, and maintenance of large software systems. We have an exciting program for you. For the accepted papers, please visit the f ...'> <meta prefix='og: http://ogp.me/ns#' property='og:image' content='https://2019.ase-conferences.org/getImage/carousel/Pacific_Beach_Sunset_jdb.JPG?1535033371000'> <meta prefix='og: http://ogp.me/ns#' property='og:description' content='Welcome to the website of the ASE 2019 conference! The 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019) will be held in San Diego from November 11 to 15, 2019. The conference is the premier research forum for automated software engineering. Each year, it brings together researchers and practitioners from academia and industry to discuss foundations, techniques, and tools for automating the analysis, design, implementation, testing, and maintenance of large software systems. We have an exciting program for you. 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navbar-default"><div class="container"><div class="navbar-header"><button type="button" data-toggle="collapse" data-target="#navigationbar" class="navbar-toggle"><span class="sr-only">Toggle navigation</span><span class="icon-bar"></span><span class="icon-bar"></span><span class="icon-bar"></span></button></div><div id="navigationbar" class="navigationbar collapse navbar-collapse"><ul class="block nav navbar-nav"><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Attending <span class="caret"></span></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/venue/ase-2019-venue" class="navigate">Venue: Hilton San Diego Mission Valley</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/attendee-information" class="navigate">Attendee Information</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/presenter-information" class="navigate">Presenter Information</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/poster-information" class="navigate">Poster Information</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/registration" class="navigate">Registration</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/accommodation" class="navigate">Accommodation</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/room-sharing" class="navigate">Room Sharing</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/travel-support" class="navigate">Travel Support</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/author-information" class="navigate">Author Information</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/author-information-workshops" class="navigate">Author Information (Workshops)</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/visa-letters" class="navigate">Visa Letters</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/sponsorship-opportunities" class="navigate">Sponsorship Opportunities</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/code-of-conduct" class="navigate">Code of Conduct</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/diversity-and-inclusion" class="navigate">Diversity and Inclusion</a></li><li class="block"><a href="https://2019.ase-conferences.org/attending/diversity-and-inclusion-activities" class="navigate">Diversity and Inclusion Activities</a></li></ul></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Program <span class="caret"></span></a><ul id="program-menu" class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" class="navigate">ASE Program</a></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="prog" data-fltr-val="Your Program" class="navigate"><span class="glyphicon glyphicon-star"></span> Your Program</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/week-overview" class="navigate">Week Overview</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/keynotes" class="navigate">Keynotes</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/social-events" class="navigate">Social Events</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/community-meetings" class="navigate">Community Meetings</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/accepted-papers" class="navigate">Accepted Papers</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/awards" class="navigate">Awards</a></li><li class="block"><a href="https://2019.ase-conferences.org/info/photos" class="navigate">Photos</a></li><li class="block divider"></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="date" data-fltr-val="Sun 10 Nov 2019" class="navigate">Sun 10 Nov</a></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="date" data-fltr-val="Mon 11 Nov 2019" class="navigate">Mon 11 Nov</a></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="date" data-fltr-val="Tue 12 Nov 2019" class="navigate">Tue 12 Nov</a></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="date" data-fltr-val="Wed 13 Nov 2019" class="navigate">Wed 13 Nov</a></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="date" data-fltr-val="Thu 14 Nov 2019" class="navigate">Thu 14 Nov</a></li><li class="block"><a href="https://2019.ase-conferences.org/program/program-ase-2019/" data-fltr-type="date" data-fltr-val="Fri 15 Nov 2019" class="navigate">Fri 15 Nov</a></li></ul></li><li id="tracks-in-navbar" class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Tracks <span class="caret"></span></a><ul class="block dropdown-menu multi-column columns-3"><div class="row"><div class="col-sm-5"><ul class="block multi-column-dropdown"><li class="block dropdown-header">ASE 2019</li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-How-to-Submit" class="navigate">How to Submit</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-travel-support" class="navigate">Travel Support</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-papers" class="navigate">Research Papers</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Journal-First-Presentations" class="navigate">Journal First Presentations</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Demonstrations" class="navigate">Demonstrations</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Industry-Showcase" class="navigate">Industry Showcase</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Doctoral-Symposium" class="navigate">Doctoral Symposium</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Student-Research-Competition" class="navigate">Student Research Competition</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Student-Volunteers" class="navigate">Student Volunteers</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Late-Breaking-Results" class="navigate">Late Breaking Results</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-Workshops" class="navigate">Workshops</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-faculty-mentorship-lunch" class="navigate">Faculty Mentorship Lunch</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-paper-presentations" class="navigate">Papers</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-registration" class="navigate">Registration</a></li><li class="block"><a href="https://2019.ase-conferences.org/track/ase-2019-meetings" class="navigate">Meetings</a></li></ul></div><div class="col-sm-7"><ul class="block multi-column-dropdown"><li class="block dropdown-header">Co-hosted Events</li><li class="block"><a href="https://2019.ase-conferences.org/home/ase-celeb-2019" class="navigate"><strong>Celebration of ASE</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/nsf-dl-se-2019" class="navigate"><strong>NSF Workshop: DL + SE</strong> </a></li><li class="block dropdown-header">Workshops</li><li class="block"><a href="https://2019.ase-conferences.org/home/a-mobile-2019" class="navigate"><strong>A-Mobile</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/explain-2019" class="navigate"><strong>EXPLAIN</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/jpf-2019" class="navigate"><strong>JPF</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/njr-ase-2019" class="navigate"><strong>NJR</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/sead-2019" class="navigate"><strong>SEAD</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/seconfig-2019" class="navigate"><strong>SEConfig</strong> </a></li><li class="block"><a href="https://2019.ase-conferences.org/home/SEI-2019" class="navigate"><strong>SEI</strong> </a></li></ul></div></div></ul></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Organization <span class="caret"></span></a><ul class="block dropdown-menu multi-column columns-2"><div class="row"><div class="col-sm-6"><ul class="block multi-column-dropdown"><li class="block dropdown-header">ASE 2019 Committees</li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-steering-committee" class="navigate">Steering Committee</a></li><li class="block dropdown-header">Track Committees </li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-papers-program-committee" class="navigate"><strong>Research Papers</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-journal-first-presentations-program-committee" class="navigate"><strong>Journal First Presentations</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-demonstrations-program-committee" class="navigate"><strong>Demonstrations</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-industry-showcase-program-committee" class="navigate"><strong>Industry Showcase</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-doctoral-symposium-program-committee" class="navigate"><strong>Doctoral Symposium</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-student-research-competition-program-committee" class="navigate"><strong>Student Research Competition</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-student-volunteers-chairs" class="navigate"><strong>Student Volunteers</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-late-breaking-results-program-committee" class="navigate"><strong>Late Breaking Results</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-workshop-proposals-program-committee" class="navigate"><strong>Workshops</strong></a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-2019-faculty-mentorship-lunch-organizing-committee-and-mentors" class="navigate"><strong>Faculty Mentorship Lunch</strong></a></li><li class="block dropdown-header">Contributors</li><li class="block"><a href="https://2019.ase-conferences.org/people-index" class="navigate"><span class="glyphicon glyphicon-search"></span><sup><span class="glyphicon glyphicon-user"></span></sup> People Index</a></li></ul></div><div class="col-sm-6"><ul class="block multi-column-dropdown"><li class="block dropdown-header">Co-hosted Events</li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Celebration of ASE</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/ase-celeb-2019-organizing-committee" class="navigate">Organizing Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>NSF Workshop: DL + SE</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/nsf-dl-se-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li></ul></li><li class="block dropdown-header">Workshops</li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>A-Mobile</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/a-mobile-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/a-mobile-2019-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>EXPLAIN</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/explain-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/explain-2019-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>JPF</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/jpf-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/jpf-2019-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>NJR</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/njr-ase-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/njr-ase-2019-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>SEAD</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/sead-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/sead-2019-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>SEConfig</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/seinfraconfig-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://2019.ase-conferences.org/committee/seconfig-2019-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>SEI</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/committee/sei-2019-papers-organizing-committee" class="navigate">Organizing Committee</a></li></ul></li></ul></div></div></ul></li><li class="block"><a href="https://2019.ase-conferences.org/search//all" class="navigate"><span class="glyphicon glyphicon-search"></span><span class="hidden-sm"> Search</span></a></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle"><span class="hidden-sm">Series <span class="caret"></span></span><span title="Series" class="visible-sm"><span class="glyphicon glyphicon-repeat"></span> <span class="caret"></span></span></a><ul class="block dropdown-menu"><li class="block"><a href="https://2019.ase-conferences.org/series/ase" class="navigate"><span class="glyphicon glyphicon-home"></span> Series</a></li><li class="block divider"></li><li class="block"></li><li class="block"><a href="https://conf.researchr.org/home/ase-2025" class="navigate">ASE 2025</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2024" class="navigate">ASE 2024</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2023" class="navigate">ASE 2023</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2022" class="navigate">ASE 2022</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2021" class="navigate">ASE 2021</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2020" class="navigate">ASE 2020</a></li><li class="block"><span class="text-muted" style="margin-left: 2px;"><span class="glyphicon glyphicon-hand-right"></span> ASE 2019</span></li><li class="block"><a href="http://ase-conferences.org/ase/past/index.html" target="_blank" class="navigate">Past Editions <span class="pull-right"><span class="glyphicon glyphicon-new-window"></span></span></a></li></ul></li></ul><div class="navbar-right"><ul class="block nav navbar-nav"><li class="block"><a href="https://conf.researchr.org/signin/ase-2019/https%3A%5Es%5Es2019.ase-conferences.org%5Essearch%5Es%5Esall" rel="nofollow" class="navigate">Sign in</a></li><li class="block"><a href="https://2019.ase-conferences.org/signup" 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