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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
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<title>Zhilei Ren</title>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
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<p><img src="image/ren.png" alt="Zhilei Ren" title=""></p>

<p>Zhilei Ren (任志磊), professor at <a href="http://oscar-lab.org/">OSCAR</a> lab, <a href="http://www.dlut.edu.cn/en/">Dalian University of Technology</a>.</p>

<p><a href="index_chn.htm">[中文]</a></p>

<hr>

<h1>Research Interests</h1>

<p>Evolutionary Computation, Automatic Algorithm Configuration, Data Mining, and Data Analysis in Software Engineering</p>

<h1>Brief Biography</h1>

<ul>
<li>Sep. 2009 - Mar. 2013 Ph.D candidate Dalian University of Technology. Advisor: Prof. <a href="http://faculty.dlut.edu.cn/jianghe/en/index.htm">He Jiang</a> </li>
<li>Sep. 2007 - Jun. 2009 MS candidate Dalian University of Technology. Advisor: Prof. <a href="http://faculty.dlut.edu.cn/jianghe/en/index.htm">He Jiang</a> </li>
<li>Sep. 2003 - Jul. 2007 BS (software engineering) Dalian University of Technology</li>
</ul>

<h1>Publications</h1>

<h3>Journal Papers</h3>

<ul>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo. Feature based problem hardness understanding for requirements engineering. Science China Information Sciences, 60(3), 032105, 2017. </li>
<li><strong>Zhilei Ren</strong>, He Jiang, Shuwei Zhang, Jingxuan Zhang, Zhongxuan Luo. Boosting Local Search with Lagrangian Relaxation. Journal of Heuristics. Online. </li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Yan Hu, Zhongxuan Luo. New Insights Into Diversification of Hyper-Heuristics. IEEE Transactions on Cybernetics. Online. </li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Zhongxuan Luo. Hyper-Heuristics with Low Level Parameter Adaptation. Evolutionary Computation, vol. 20, no. 2, pp. 189-227.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Zhongxuan Luo. An Accelerated Limit Crossing Based Multilevel Algorithm for the p-Median Problem. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 42, no. 4, pp. 1187-1202.</li>
<li>He Jiang, <strong>Zhilei Ren</strong>, Jifeng Xuan, Xindong Wu. Extracting Elite Pairwise Constraints for Clustering. Neurocomputing. Online.</li>
<li>Jifeng Xuan, He Jiang, <strong>Zhilei Ren</strong>, Zhongxuan Luo. Solving the Large Scale Next Release Problem with a Backbone Based Multilevel Algorithm. IEEE Transactions on Software Engineering, vol. 38, no. 5, Sept.-Oct. 2012, pp. 1195-1212.</li>
<li>Shuyan Zhang, <strong>Zhilei Ren</strong>, Cuixia Li, Jifeng Xuan. A perturbation adaptive pursuit strategy based hyper-heuristic for multi-objective optimization problems. Swarm and Evolutionary Computation, vol. 54, 2020.</li>
</ul>

<h3>Conference Papers</h3>

<ul>
<li><strong>Zhilei Ren</strong>, Shiwei Sun, Jifeng Xuan, Xiaochen Li, Zhide Zhou, and He Jiang. Automated Patching for Unreproducible Builds. In 44th International Conference on Software Engineering (ICSE ’22), May 21–29, 2022, Pittsburgh, PA, USA. Accepted. </li>
<li><strong>Zhilei Ren</strong>, Shaozheng Dong, Xiaochen Li, Zongzheng Chi, and He Jiang. Many-objective Test Database Generation for SQL. Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN 2020). Accepted. </li>
<li><strong>Zhilei Ren</strong>, Changlin Liu, Xusheng Xiao, He Jiang, and Tao Xie. Root Cause Localization for Unreproducible Builds via Causality Analysis over System Call Tracing. The 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019). Accepted.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, and Zijiang Yang. Automated Localization for Unreproducible Builds. The 40th IEEE International Conference on Software Engineering (ICSE 2018), Gothenburg, Sweden. May 27 - June 3, 2018, pp. 71-81.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Ke Tang, Yan Hu. Analyzing Inter-objective Relationships: A Case Study of Software Upgradability. Proceedings of the 14th International Conference on Parallel Problem Solving from Nature (PPSN 2016), Edinburgh, Scotland, UK. September 17-21, 2016, pp. 442-452.</li>
<li> <strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo. Learning from Evolved Next Release Problem Instances. Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, Vancouver, Canada. July 11-16, 2014, pp. 189-190.</li>
<li>Jifeng Xuan, He Jiang, <strong>Zhilei Ren</strong>, Weiqin Zou. Developer Prioritization in Bug Repositories. Proceedings of 34th International Conference on Software Engineering (ICSE 2012), Zurich, Switzerland. June 2-9, 2012, pp. 25-35.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Zhongxuan Luo. Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem. Proceedings of 11th International Conference on Parallel Problem Solving From Nature (PPSN 2010), Krakow, Poland. September 11-15, 2010, pp. 546-555.</li>
<li>Jifeng Xuan, He Jiang, <strong>Zhilei Ren</strong>, Jun Yan, Zhongxuan Luo. Automatic Bug Triage using Semi-Supervised Text Classification. Proceedings of 22nd International Conference on Software Engineering and Knowledge Engineering (SEKE 2010), Redwood City, California, USA. July 1-3, 2010, pp. 209-214.</li>
<li>He Jiang, Jifeng Xuan, <strong>Zhilei Ren</strong>. Approximate Backbone Based Multilevel Algorithm for Next Release Problem. Proceedings of 12th Annual Conference on Genetic and Evolutionary Computation. (GECCO 2010), Portland, Oregon, USA. ACM Press, July 7-11, 2010, pp. 1333-1340.</li>
<li>He Jiang, <strong>Zhilei Ren</strong>, Yan Hu. A sampling based fant for the 3-dimensional assignment problem. Proceedings of 2008 IEEE Congress on Evolutionary Computation (CEC 2008), Hongkong, China. IEEE Computer Society, 2008, pp. 4118-4124.</li>
</ul>

<h1>Activities</h1>

<ul>
<li>Publication chair, IEA/AIE 2012 (The 25th International Conference on Industrial, Engineering &amp; Other Applications of Applied Intelligent Systems)</li>
<li>Reviewer, IEA/AIE 2012 (The 25th International Conference on Industrial, Engineering &amp; Other Applications of Applied Intelligent Systems)</li>
<li>Reviewer, ICM 2011 (The International Conference of Information Technology, Computer Engineering and Management Sciences)</li>
<li>Reviewer, Applied Intelligence</li>
<li>Co-reviewer, KBS (Knowledge-Based Systems)</li>
<li>Co-reviewer, IJACT (International Journal of Advancements in Computing Technology)</li>
<li>Co-reviewer, ISI 2012 (IEEE International Conference on Intelligence and Security Informatics)</li>
<li>Co-reviewer, CSE 2011 (The 14th IEEE International Conference on Computational Science and Engineering)</li>
<li>Co-reviewer, Journal of Software</li>
</ul>

<h1>Awards</h1>

<ul>
<li>2018: ACM SIGSOFT Distinguished Paper Award</li>
<li>2008: Outstanding Master's Candidate in the Software School of Dalian University of Technology</li>
<li>2008: First-class Scholarship at Dalian University of Technology </li>
<li>2007: Outstanding Graduate of Dalian City </li>
<li>2006: Scholarship Sponsored by Dalian ShiDe Group</li>
<li>2006: Outstanding Student of Liaoning Province</li>
<li>2006: First-class Scholarship at Dalian University of Technology</li>
<li>2005: Citi Bank's Financial Information Technology Scholarship</li>
<li>2005: First-class Scholarship at Dalian University of Technology</li>
<li>2004: Third-class NOK Scholarship</li>
<li>2004: First-class Scholarship at Dalian University of Technology</li>
</ul>

<h1>Teaching Assistant</h1>

<ul>
<li>Compiler Principles, Spring 2009</li>
<li>Compiler Principles, Autumn 2008</li>
<li>Compiler Principles, Autumn 2007</li>
</ul>

<h1>Teaching Materials</h1>
<ul>
<li><a href="http://oscar-lab.org/people/~zren/compiler">Compiler Principles Slides</a></li>
<li><a href="http://oscar-lab.org/people/~zren/uml">Unified Modeling Language</a></li>
<li><a href="https://bitbucket.org/rezilla/open-lecture-notes">Open Source Course</a></li>
<li><a href="http://oscar-lab.org/people/~zren/files/scientific-writing.pdf">Scientific Writing</a> </li>
<li><a href="http://oscar-lab.org/people/~zren/files/intro.pptx">Introduction Slides for Freshmen (in Chinese)</a></li>
<li><a href="http://oscar-lab.org/people/~zren/ddb">Distributed Database</a></li>
</ul>

<hr>

<p><a href="https://beian.miit.gov.cn">Liao ICP 15009479-2</a> Last modified on 2022-06-01</p>
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112 changes: 112 additions & 0 deletions index_chn.htm
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
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<head>
<title>任志磊</title>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
</head>
<body>
<p><img src="image/ren.png" alt="Zhilei Ren" title=""></p>

<p>任志磊，<a href="http://www.dlut.edu.cn/">大连理工大学</a>教授</p>

<p><a href="index.htm">[English]</a></p>

<hr>

<h1>研究兴趣</h1>

<p>演化计算，算法自动构造，数据挖掘，软件大数据分析</p>

<h1>学习经历</h1>

<ul>
<li><p>2009.9-2013.3 大连理工大学软件学院攻读博士学位，导师为<a href="http://faculty.dlut.edu.cn/jianghe/en/index.htm">江贺</a>教授</p></li>
<li><p>2007.9-2009.7 大连理工大学软件学院攻读硕士学业，导师为<a href="http://faculty.dlut.edu.cn/jianghe/en/index.htm">江贺</a>教授</p></li>
<li><p>2003.9-2007.7 大连理工大学软件学院获得学士学位</p></li>
</ul>

<h1>论文列表</h1>

<h3>期刊论文</h3>

<ul>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo. Feature based problem hardness understanding for requirements engineering. Science China Information Sciences, 60(3), 032105, 2017. </li>
<li><strong>Zhilei Ren</strong>, He Jiang, Shuwei Zhang, Jingxuan Zhang, Zhongxuan Luo. Boosting Local Search with Lagrangian Relaxation. Journal of Heuristics. Online. </li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Yan Hu, Zhongxuan Luo. New Insights Into Diversification of Hyper-Heuristics. IEEE Transactions on Cybernetics. Online. </li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Zhongxuan Luo. Hyper-Heuristics with Low Level Parameter Adaptation. Evolutionary Computation, vol. 20, no. 2, pp. 189-227.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Zhongxuan Luo. An Accelerated Limit Crossing Based Multilevel Algorithm for the p-Median Problem. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 42, no. 4, pp. 1187-1202.</li>
<li>He Jiang, <strong>Zhilei Ren</strong>, Jifeng Xuan, Xindong Wu. Extracting Elite Pairwise Constraints for Clustering. Neurocomputing. Online.</li>
<li>Jifeng Xuan, He Jiang, <strong>Zhilei Ren</strong>, Zhongxuan Luo. Solving the Large Scale Next Release Problem with a Backbone Based Multilevel Algorithm. IEEE Transactions on Software Engineering, vol. 38, no. 5, Sept.-Oct. 2012, pp. 1195-1212.</li>
<li>Shuyan Zhang, <strong>Zhilei Ren</strong>, Cuixia Li, Jifeng Xuan. A perturbation adaptive pursuit strategy based hyper-heuristic for multi-objective optimization problems. Swarm and Evolutionary Computation, vol. 54, 2020.</li>
</ul>

<h3>会议论文</h3>

<ul>
<li><strong>Zhilei Ren</strong>, Shiwei Sun, Jifeng Xuan, Xiaochen Li, Zhide Zhou, and He Jiang. Automated Patching for Unreproducible Builds. In 44th International Conference on Software Engineering (ICSE ’22), May 21–29, 2022, Pittsburgh, PA, USA. Accepted. </li>
<li><strong>Zhilei Ren</strong>, Shaozheng Dong, Xiaochen Li, Zongzheng Chi, and He Jiang. Many-objective Test Database Generation for SQL. Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN 2020). Accepted. </li>
<li><strong>Zhilei Ren</strong>, Changlin Liu, Xusheng Xiao, He Jiang, and Tao Xie. Root Cause Localization for Unreproducible Builds via Causality Analysis over System Call Tracing. The 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019). Accepted.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, and Zijiang Yang. Automated Localization for Unreproducible Builds. The 40th IEEE International Conference on Software Engineering (ICSE 2018), Gothenburg, Sweden. May 27 - June 3, 2018, pp. 71-81.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Ke Tang, Yan Hu. Analyzing Inter-objective Relationships: A Case Study of Software Upgradability. Proceedings of the 14th International Conference on Parallel Problem Solving from Nature (PPSN 2016), Edinburgh, Scotland, UK. September 17-21, 2016, pp. 442-452.</li>
<li> <strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo. Learning from Evolved Next Release Problem Instances. Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, Vancouver, Canada. July 11-16, 2014, pp. 189-190.</li>
<li>Jifeng Xuan, He Jiang, <strong>Zhilei Ren</strong>, Weiqin Zou. Developer Prioritization in Bug Repositories. Proceedings of 34th International Conference on Software Engineering (ICSE 2012), Zurich, Switzerland. June 2-9, 2012, pp. 25-35.</li>
<li><strong>Zhilei Ren</strong>, He Jiang, Jifeng Xuan, Zhongxuan Luo. Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem. Proceedings of 11th International Conference on Parallel Problem Solving From Nature (PPSN 2010), Krakow, Poland. September 11-15, 2010, pp. 546-555.</li>
<li>Jifeng Xuan, He Jiang, <strong>Zhilei Ren</strong>, Jun Yan, Zhongxuan Luo. Automatic Bug Triage using Semi-Supervised Text Classification. Proceedings of 22nd International Conference on Software Engineering and Knowledge Engineering (SEKE 2010), Redwood City, California, USA. July 1-3, 2010, pp. 209-214.</li>
<li>He Jiang, Jifeng Xuan, <strong>Zhilei Ren</strong>. Approximate Backbone Based Multilevel Algorithm for Next Release Problem. Proceedings of 12th Annual Conference on Genetic and Evolutionary Computation. (GECCO 2010), Portland, Oregon, USA. ACM Press, July 7-11, 2010, pp. 1333-1340.</li>
<li>He Jiang, <strong>Zhilei Ren</strong>, Yan Hu. A sampling based fant for the 3-dimensional assignment problem. Proceedings of 2008 IEEE Congress on Evolutionary Computation (CEC 2008), Hongkong, China. IEEE Computer Society, 2008, pp. 4118-4124.</li>
</ul>

<h1>活动</h1>

<ul>
<li>出版负责人，IEA/AIE 2012 (The 25th International Conference on Industrial, Engineering &amp; Other Applications of Applied Intelligent Systems)</li>
<li>审稿人，IEA/AIE 2012 (The 25th International Conference on Industrial, Engineering &amp; Other Applications of Applied Intelligent Systems)</li>
<li>审稿人，ICM 2011 (The International Conference of Information Technology, Computer Engineering and Management Sciences)</li>
<li>审稿人，Applied Intelligence</li>
<li>审稿人，KBS (Knowledge-Based Systems)</li>
<li>共同审稿人，IJACT (International Journal of Advancements in Computing Technology)</li>
<li>共同审稿人，SI 2012 (IEEE International Conference on Intelligence and Security Informatics)</li>
<li>共同审稿人，CSE 2011 (The 14th IEEE International Conference on Computational Science and Engineering)</li>
<li>共同审稿人，Journal of Software</li>
</ul>

<h1>获奖经历</h1>

<ul>
<li>2018: ACM SIGSOFT Distinguished Paper Award</li>
<li>2008: 大连理工大学优秀研究生</li>
<li>2008: 大连理工大学研究生一等奖学金</li>
<li>2007: 大连市优秀毕业生</li>
<li>2006: 实德奖学金</li>
<li>2006: 辽宁省三好学生</li>
<li>2006: 大连理工大学一等奖学金</li>
<li>2005: 花旗奖学金</li>
<li>2005: 大连理工大学一等奖学金</li>
<li>2004: NOK三等奖学金</li>
<li>2004: 大连理工大学一等奖学金</li>
</ul>

<h1>助教经历</h1>

<ul>
<li>编译原理，2009年春</li>
<li>编译原理，2008年秋</li>
<li>编译原理，2007年秋</li>
</ul>

<h1>课程材料</h1>
<ul>
<li><a href="http://oscar-lab.org/people/~zren/compiler">编译技术课件</a></li>
<li><a href="http://oscar-lab.org/people/~zren/uml">UML课件</a></li>
<li><a href="https://bitbucket.org/rezilla/open-lecture-notes">开源软件基础</a></li>
<li><a href="http://oscar-lab.org/people/~zren/files/scientific-writing.pdf">科技写作</a> </li>
<li><a href="http://oscar-lab.org/people/~zren/files/intro.pptx">认识实习课件</a></li>
<li><a href="http://oscar-lab.org/people/~zren/ddb">分布式数据库</a></li>
</ul>

<hr>

<p><a href="https://beian.miit.gov.cn">辽ICP备15009479号-2</a> Last modified on 2022-06-01</p>
</body>
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