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research <a href="#publication">papers</a>, a <a href="#project">repository</a> of
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<div class="people-name"><a href="/~changhai">聂长海<br>Changhai Nie</a></div>
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<td><div class="people-name"><a href="https://huayaow.github.io">吴化尧<br>Huayao Wu</a></div>
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<div class="people-position">Assistant Researcher</div></td></tr>
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<td><div class="people-name">徐家喜<br>Jiaxi Xu</div>
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<td><div class="people-name">王燕<br>Yan Wang</div>
<div class="people-position">Lecture</div></td></tr>
</table>
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<td><div class="people-name">夏培萱<br>Peixuan Xia</div></td></tr>
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</table>
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<td><div class="people-name">孙颜洁<br>Yanjie Sun</div></td></tr>
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<td><div class="people-name">滕云<br>Yun Teng</div></td></tr>
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<td><div class="people-name">余森垚<br>Senyao Yu</div></td></tr>
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<td><div class="people-name">张开宇<br>Kaiyu Zhang</div></td></tr>
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<td><div class="people-name">潘敏青<br>Minqing Pan</div></td></tr>
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<td><div class="people-name">周成乘<br>Chengcheng Zhou</div></td></tr>
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<td><div class="people-name">龚楠雅<br>NanYa Gong</div></td></tr>
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<td><div class="people-name">陈宏楠<br>HongNan Chen</div></td></tr>
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<td><div class="people-name">范佳明<br>JiaMing Fan</div></td></tr>
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<td><div class="people-name">向健图<br>JianTu Xiang</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/boy.png"></td>
<td><div class="people-name">丘书玮<br>ShuWei Qiu</div></td></tr>
</table>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/boy.png"></td>
<td><div class="people-name">聂文龙<br>WenLong Nie</div></td></tr>
</table>
</div>
</div>
<!-- Graduated -->
<h4 class="pt-5 pb-2">Alumni/ae</h4>
<div class="row pl-2">
<div class="col-sm-2"><h6>李刚 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>邓文俊 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>王乐进 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>陆超逸 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>张文茜 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>尹震 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>鲁耀远 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>张志男 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>周锦春 <small>2016</small></h6></div>
<div class="col-sm-2"><h6><a href="/people/mahua/">马骅</a> <small>2015</small></h6></div>
<div class="col-sm-2"><h6>程浩洋 <small>2015</small></h6></div>
<div class="col-sm-2"><h6>周航 <small>2015</small></h6></div>
<div class="col-sm-2"><h6><a href="/people/mengfan/">曾梦凡</a> <small>2014</small></h6></div>
<div class="col-sm-2"><h6>陈思洋 <small>2013</small></h6></div>
<div class="col-sm-2"><h6>李杰 <small>2010</small></h6></div>
<div class="col-sm-2"><h6>梁亚澜 <small>2010</small></h6></div>
<div class="col-sm-2"><h6>蒋静 <small>2008</small></h6></div>
</div>
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<div class="icon"><i class="fas fa-mountain"></i></div>
<h4 class="title">Blockchain and Quality Assurance</h4>
<p class="description">
Study theories, techniques, and applications of <span class="text-bf">blockchain</span> to foster future innovation. Build a comprehensive <span class="text-bf">system of testing techniques</span> to ensure the quality and security of blockchain and smart contract.
</p>
</div>
</div>
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<div class="box">
<div class="icon"><i class="fas fa-rocket"></i></div>
<h4 class="title">Intelligent Software Testing</h4>
<p class="description">Solving software testing problems by techniques that exploit
artificial and human crowd intelligence <span class="text-bf">(AI for Testing)</span>. Testing intelligent systems
by data driven and software cybernetics techniques <span class="text-bf">(Testing for AI)</span>.</p>
</div>
</div>
</div>
<div class="row">
<div class="col-md-6 col-sm-12">
<div class="box wow">
<div class="icon"><i class="fab fa-app-store-ios"></i></div>
<h4 class="title">Software Ecosystem Analysis</h4>
<p class="description">Mining <span class="text-bf">app stores</span> to analyse information of technical, customer and bnussines aspects.
Investigate the <span class="text-bf">collective intelligence</span> in open source software developemnt to improve engineering practices.</p>
</div>
</div>
<div class="col-md-6 col-sm-12">
<div class="box wow">
<div class="icon"><i class="fas fa-search-location"></i></div>
<h4 class="title">Fault Diagnosis and Repair</h4>
<p class="description">
Study theories and techniques of <span class="text-bf">fault localization</span> in modern software systems. Explore and optimize techniques of automaitc program repair.
</p>
</div>
</div>
</div>
<!--
<dl class="row pl-2 pl-sm-0">
<dt class="col-sm-4 col-md-3 col-lg-2">2013 - 2016</dt>
<dd class="col-sm-8 col-md-9 col-lg-10">Search Based Software Testing (No. 61272079)</dd>
<dt class="col-sm-4 col-md-3 col-lg-2">2008 - 2010</dt>
<dd class="col-sm-8 col-md-9 col-lg-10">Combinatorial Testing (No. 60773104)</dd>
<dt class="col-sm-4 col-md-3 col-lg-2">2005 - 2007</dt>
<dd class="col-sm-8 col-md-9 col-lg-10">Test Suite Reduction and Prioritization (No. 60403016)</dd>
</dl>
-->
</div>
</div>
</section>
<!-- Publication -->
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<div class="container">
<h1 class="section-title pt-3">Publication</h1>
<div class="section-content">
<h4><i class="fa fa-university fa-fw"></i> Papers</h4>
<ul class="list-unstyled list-publication">
<li>Huayao Wu, Lixin Xu, Xintao Niu, Changhai Nie,
Combinatorial Testing of RESTful APIs,
<em>International Conference on Software Engineering (ICSE)</em>, accepted, 2022
[<a target="_blank" href="https://conf.researchr.org/details/icse-2022/icse-2022-papers/114/Combinatorial-Testing-of-RESTful-APIs#:~:text=This%20paper%20presents%20RestCT%2C%20a%20systematic%20and%20fully,interactions%20of%20particular%20input-parameters%20in%20every%20single%20operation.">IEEE Xplore</a>]
</li>
<li>Wang, Yan, Wu, Huayao, Niu, Xintao, Nie, Changhai, and Xu, Jiaxi,
An Adaptive Penalty based Parallel Tabu Search for Constrained Covering Array Generation,
<em>Information and Software Technology (IST)</em>, 143: 106768, 2022
[<a target="_blank" href="https://www.sciencedirect.com/science/article/pii/S0950584921002123">ScienceDirect</a>]
</li>
<li>Xintao Niu, Yanjie Sun, Huayao Wu, Gang Li, Changhai Nie, Yu Lei, and Xiaoyin Wang,
Combinatorial Testing with Metamorphic Relations,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 143: 106768, 2022
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/9629275">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Huayao Wu, Changhai Nie, Yu Lei, and Xiaoyin Wang,
A Theory of Pending Schemas in Combinatorial Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, accepted
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/9543605">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Wenjun Deng, Xintao Niu, and Changhai Nie,
Identifying Key Features from App User Reviews,
<em>International Conference on Software Engineering (ICSE)</em>, 2021: 922-932
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/9402119">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia and Mark Harman,
Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 47(11): 2549-2562, 2021
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8913600">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Changhai Nie, Yu Lei, Hareton Leung and Xiaoyin Wang,
Identifying Failure-Causing Schemas in the Presence of Multiple Faults,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 46(2): 141-162, 2020
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8372636">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Changhai Nie, Petke Justyna, Yue Jia and Mark Harman,
Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, in press, 2019
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8913600/">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Changhai Nie, Hareton Leung, Yu Lei, Xiaoyin Wang, Jiaxi Xu and Yan Wang,
An Interleaving Approach to Combinatorial Testing and Failure-inducing Interaction Identification,
<em>IEEE Transactions on Software Engineering (TSE)</em>, in press, 2018
[<a href="https://ieeexplore.ieee.org/document/8438906/">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Changhai Nie, Petke Justyna, Yue Jia and Mark Harman,
An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, in press, 2018
[<a target="_blank" href="https://ieeexplore.ieee.org/document/8405609/">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Changhai Nie and Fei-Ching Kuo,
The Optimal Testing Order in the Presence of Switching Cost,
<em>Information and Software Technology (IST)</em>, 80: 57–72, 2016
[<a target="_blank" href="http://dx.doi.org/10.1016/j.infsof.2016.08.006">ScienceDirect</a>]
</li>
<li>Changhai Nie, Huayao Wu, Xintao Niu, Fei-Ching Kuo, Hareton Leung and Charles J. Colbourn,
Combinatorial Testing, Random Testing, and Adaptive Random Testing for Detecting Interaction Triggered
Failures,
<em>Information and Software Technology (IST)</em>, 62: 198-213, 2015
[<a target="_blank" href="http://dx.doi.org/10.1016/j.infsof.2015.02.008">ScienceDirect</a>]
</li>
<li>Huayao Wu, Changhai Nie, Fei-Ching Kuo, Hareton Leung and Charles J. Colbourn,
A Discrete Particle Swarm Optimization for Covering Array Generation,
<em>IEEE Transactions on Evolutionary Computation (TEVC)</em>, 19(4): 575-591, 2015
[<a target="_blank" href="http://dx.doi.org/10.1109/TEVC.2014.2362532">IEEE Xplore</a>]
</li>
<li>Niu, Xintao, Nie, Changhai, Lei, Yu, and Chan, Alvin,
Identifying Failure-Inducing Combinations Using Tuple Relationship,
<em>International Conference on Software Testing (ICSE)</em>, 10.1109/ICSTW.2013.38
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/6571643/">IEEE Xplore</a>]
</li>
<li>Changhai Nie and Hareton Leung,
A survey of combinatorial testing,
<em>ACM Computing Surveys (CSUR)</em>, 43(2): 11:1-11:29, 2011.
[<a target="_blank" href="http://dx.doi.org/10.1145/1883612.1883618">ACM digital library</a>]
</li>
<li>Changhai Nie and Hareton Leung,
The Minimal Failure-Causing Schema of Combinatorial Testing,
<em>ACM Transactions on Software Engineering and Methodology (TOSEM)</em>, 20(4): 15:1-15:38, 2011
[<a target="_blank" href="http://dx.doi.org/10.1145/2000799.2000801">ACM digital library</a>]
</li>
</ul>
<h4><i class="fa fa-book fa-fw"></i> Books</h4>
<ul class="list-unstyled list-publication">
<li><a href="" data-toggle="modal" data-target="#book1">
软件测试的概念与方法 (Software Testing Concepts and Methods)</a></li>
<li><a href="" data-toggle="modal" data-target="#book2">
组合测试 (Combinatorial Testing)</a></li>
</ul>
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</section>
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<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-leanpub fa-stack-1x text-blue"></i>
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<h4 class="pt-3">
<strong>Combinatorial Testing Repository</strong>
</h4>
<p>An online repository that collects almost all scientific publications in the
literature of combinatorial testing.
</p>
<a href="./ct_repository" class="btn btn-light">visit</a>
</div>
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<div class="project-item">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fas fa-cubes fa-stack-1x text-blue"></i>
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<h4 class="pt-3">
<strong>CitHub</strong>
</h4>
<p>An open marketplace of testing tools that provides services for using and
studying combinatorial testing.
</p>
<a href="./cithub" class="btn btn-light">visit</a>
</div>
</div>
<!--
<div class="col-md-4 col-sm-6">
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<i class="fa fa-circle fa-stack-2x"></i>
<i class="fa fa-flask fa-stack-1x text-blue"></i>
</span>
<h4><strong>Combinatorial Testing Tool</strong></h4>
<p>An online tool for different testing tasks of combinatorial testing.
</p>
<a href="http://gist.nju.edu.cn:8081/ct_tool" class="btn btn-light">visit</a>
</div>
</div>
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<i class="fa fa-circle fa-stack-2x"></i>
<i class="fa fa-wrench fa-stack-1x text-blue"></i>
</span>
<h4><strong>ACO Generator</strong></h4>
<p>Generating covering arrays by ant colony optimization.</p>
<a href="http://gist.nju.edu.cn:8081/cagaca" class="btn btn-light">visit</a>
</div>
</div>
-->
</div>
</div>
</section>
<!-- Course -->
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<h1 class="section-title pt-3 pb-2">Course</h1>
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<a href="http://weike.enetedu.com/play.asp?vodid=179973&e=3">
<img class="img-portfolio img-fluid" src="image/weike.jpg">
</a>
</div>
</div>
<div class="col-sm-8 col-md-9">
<h4>Combinatorial Testing</h4>
<p>This is a 10 minutes Mirco-Teaching (微课) video in Chinese,
aimed to provide a brief introduction on
the basic theory and method of combinatorial testing.</p>
</div>
</div>
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</section>
<!-- Footer -->
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<h5><strong>Changhai Nie</strong><br>
<small class="text-muted">Head of GIST</small>
</h5>
<p>
State Key Laboratory for Novel Software Technology<br>
Nanjing University<br>
163 Xianlin Avenue, Qixia District<br>
Nanjing, China, 210023<br>
</p>
<p>
Room 705<br>
<i class="fa fa-phone fa-fw"></i>(86) 25-89680915<br>
<i class="fa fa-envelope-o fa-fw"></i> changhainie [at] nju.edu.cn<br>
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<p class="text-muted">Copyright © GIST, All Rights Reserved. |
<!-- CNCC -->
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<!-- Book 1 -->
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<h5 class="modal-title">软件测试的概念与方法 (Software Testing Concepts and Methods)</h5>
<button type="button" class="close" data-dismiss="modal" aria-label="Close">
<span aria-hidden="true">×</span>
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<img src="./image/b1.jpg" class="img-fluid image-modal">
</div>
<div class="col-md-8 col-sm-12">
<p>本书以软件测试方法的分类为线索，以软件测试的各种方法为内容，
系统地介绍各种软件测试方法的概念、理论、特点和在工程实践中应用的例子，
内容力求简洁、清楚。与已有的软件测试教材和相关书籍相比，
本书的特色是以各种软件测试方法为中心，系统地介绍到目前为止，几乎所有的可以查到或见到的软件测试方法，
是对目前已经出版的软件测试书籍的一个重要补充。</p>
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<!-- Book 2 -->
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<p>组合测试是一种重要的软件测试方法，该方法系统地检测软件系统中各种组合的相互作用，
例如软件中不同功能、不同输入、不同配置或环境等因素的相互作用可能引发的故障。
由于其应用场景的广泛性，组合测试越来越受到工业界和学术界的研究和重视。
本书系统介绍组合测试的概念、特点、应用场景、具体的应用步骤、
以及应用和发展过程中所面临的各种科学问题和解决方案等。
通过丰富具体的示范性应用实例介绍各种抽象的概念和过程，力图简洁清楚，通俗易懂，
对读者专业基础要求尽可能比较低。本书是目前软件测试领域第一本专门系统介绍组合测试方法的中文著作，
是计算机相关领域的工作人员，特别是计算机软件开发和测试人员、软件测试领域的教学、
科研以及相关从业人员的重要参考书。</p>
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