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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">
<meta name="description" content="">
<meta name="author" content="">
<title>Chengcheng Wan - Homepage</title>
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<nav class="navbar navbar-expand-lg navbar-dark bg-primary fixed-top" id="sideNav">
<a class="navbar-brand js-scroll-trigger" href="#page-top">
<span class="d-block d-lg-none">Chengcheng Wan</span>
<span class="d-none d-lg-block">
<img class="img-fluid img-profile rounded-circle mx-auto mb-2" src="img/profile.jpg" alt="">
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</button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#about">About</a>
</li>
<!-- <li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#news">News</a>
</li> -->
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#teach">Teaching</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#publications">Research</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#more">More</a>
</li>
</ul>
</div>
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<div class="container-fluid p-0">
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="about">
<div class="my-auto">
<h1 class="mb-0">Chengcheng Wan
<!-- <span class="text-primary">Wan</span> -->
</h1>
<div class="subheading mb-5">
万成城 (<a href="https://faculty.ecnu.edu.cn/_s43/wcc2/main.psp">中文主页</a>)
<p> Ph.D., Associate professor <br/>
Software Engineering Institute, East China Normal University (ECNU), China<br/>
<span class="icon-envelope-letter"></span> Email: <font color=#BD5D38>ccwan at sei · ecnu · edu · cn</font>
<span class="icon-key"></span> <a href="https://orcid.org/0000-0001-9162-9688">ORCID</a>
<span class="icon-graduation"></span> <a href="https://scholar.google.com/citations?user=dusc4s0AAAAJ&hl=en">Google scholar</a>
</p>
</div>
<p>Chengcheng Wan is an associate professor at <a href="http://english.ecnu.edu.cn/">East China Normal University</a>. Prior to that, she was a Postdoctoral Scholar at <a href="http://www.uchicago.edu/">The University of Chicago</a> (2022-2023). She received her Ph.D. degree in Computer Science from UChicago (2017-2022), advised by Professor <a href="http://people.cs.uchicago.edu/~shanlu">Shan Lu</a>. Her undergraduate studies were undertaken at the Department of Computer Science & Engineering at <a href="https://www.cs.sjtu.edu.cn/">Shanghai Jiao Tong University</a> (2013-2017).</p>
<p>Her research focus on improving machine learning software systems. She is also generally interested in SE/Sys for AI and AI for SE/Sys.</p>
<br /><br />
<h3>Openings</h3>
<i>I am looking for self-motivated undergraduate and graduate students to work with me. Feel free to drop me an email attached with your CV if you are interested.<br/>
欢迎博士生、硕士生以及本科生加入我们的研究小组。如果你对智能软件系统优化、智能化软件工程、大语言模型、系统优化、软件分析与测试等方向感兴趣，欢迎邮件联系和交流（请附上你的简历和你的研究/项目经历）
</i>
<br /><br />
<h3>News</h3>
<div class="container"> <li><strong>Feb 2025. </strong> <img src="img/logo/2024_Hydrangea.png" alt="Hydrangea">, our defect library for LLM-enabled applications is published! [<a href="https://github.com/ycshao12/Hydrangea">link</a>] </li> </div>
</div>
</section>
<!-- <section class="resume-section p-3 p-lg-5 d-flex flex-column" id="news">
<div class="my-auto">
<h2 class="mb-5">News</h2>
<h3>News</h3>
<p>TBD</p>
</section> -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="teach">
<div class="my-auto">
<h2 class="mb-5">Teaching</h2>
<h3>Lectures</h3>
Thesis and Technical Report Composition: Fall 2024 <br/>
LLM-enabled Intelligent Software System: Fall 2024 <br/>
Human Computer Interaction: Spring 2024 <br/>
Cloud Computing Technology: Spring 2024
<p></p>
<h3>Students</h3>
Click <a href="pages/team.html">here</a> for our team info. <br/>
Current Ph.D. Students: Di Yang (杨迪) <br/>
Current Master Students: Jiawei Shen (沈佳伟), Yuchen Shao (邵语辰), Hang He (何航), Jiazhen Zou (邹家振), Hang Xu (徐杭), Zhangbin Ning (宁张彬)
<p></p>
<h3 class="mb-2">Textbook</h3>
<ul class="fa-ul mb-4">
<li><i class="fa-li fa fa-check"></i>《软件工程原理与实践》，沈备军、万成城、陈昊鹏、陈雨亭，机械工业出版社，2023.10，ISBN: 978-7-111-73944-9 [<a href="https://base.sjtu.edu.cn/book/">Website</a>]
</li>
</ul>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="publications">
<div class="my-auto">
<h2 class="mb-5">Research</h2>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Information</h3>
<p>Click <a href="pages/full_paper_list.html">here</a> to get full publication list.</p>
<p>Click <a href="https://github.com/ecnusse">here</a> to visit open-source projects of Smart Software Engineering Lab.</p>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Selected Publications</h3>
<ul>
<br />
<h4>2025</h4>
<li>
<div class="pub_title">Are LLMs Correctly Integrated into Software Systems?</div>
<div class="pub_authors">Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su and <u>Chengcheng Wan</u>*</div>
<div class="pub_type">International Conference on Software Engineering (ICSE'25) [<a href="https://arxiv.org/abs/2407.05138">Paper</a>] [<a href="https://github.com/ycshao12/Hydrangea">Artifact</a>]</div>
</li>
<li>
<div class="pub_title">Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers</div>
<div class="pub_authors">Yuling Shi, Hongyu Zhang, <u>Chengcheng Wan</u> and Xiaodong Gu</div>
<div class="pub_type">International Conference on Software Engineering (ICSE'25) [<a href="https://arxiv.org/abs/2401.06461">Paper</a>] [<a href="https://github.com/YerbaPage/DetectCodeGPT">Artifact</a>]</div>
</li>
<br />
<h4>2024</h4>
<li>
<div class="pub_title">Keeper: Automated Testing and Fixing of Machine Learning Software</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Shicheng Liu, Sophie Xie, Yuhan Liu, Henry Hoffmann, Michael Maire, and Shan Lu</div>
<div class="pub_type">IEEE Transactions on Software Engineering and Methodology (TOSEM'24) [<a href="paper/24-TOSEM-Keeper.pdf">Paper</a>] [<a href="https://github.com/mlapistudy/Keeper_artifact/">Artifact</a>]</div>
</li>
<li>
<div class="pub_title">VarGAN: Adversarial Learning of Variable Semantic Representations </div>
<div class="pub_authors">Yalan Lin, <u>Chengcheng Wan</u>, Shuwen Bai and Xiaodong Gu</div>
<div class="pub_type">IEEE Transactions on Software Engineering (TSE'24) [<a href="paper/24-TSE-VarGan.pdf">Paper</a>] [<a href="https://github.com/linyalan2000/VarGAN/">Artifact</a>]</div>
</li>
<li>
<div class="pub_title">Automatic and Efficient Customization of Neural Networks for ML Applications</div>
<div class="pub_authors">Yuhan Liu, <u>Chengcheng Wan</u>, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu and Michael Maire</div>
<div class="pub_type">USENIX Symposium on Operating Systems Design and Implementations (OSDI'24) [<a href="https://browse.arxiv.org/pdf/2310.04685.pdf">Paper</a>] [<a href="https://github.com/UChi-JCL/chameleonAPI">Artifact</a>]</div>
</li>
<li>
<div class="pub_title">BinPRE: Enhancing Field Inference in Binary Analysis Based Protocol Reverse Engineering</div>
<div class="pub_authors">Jiayi Jiang, Xiyuan Zhang, <u>Chengcheng Wan</u>*, Haoyi Chen, Haiying Sun, Ting Su*</div>
<div class="pub_type">ACM Conference on Computer and Communications Security (CCS'24) [<a href="https://github.com/BinPRE/BinPRE">Artifact</a>]</div>
</li>
<br />
<h4>2023</h4>
<li>
<div class="pub_title">Run-Time Prevention of Software Integration Failures of Machine Learning APIs</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Yuhan Liu, Kuntai Du, Henry Hoffmann, Junchen Jiang, Michael Maire and Shan Lu</div>
<div class="pub_type">SPLASH Object-Oriented Programming, Systems, Languages & Applications 2023 (OOPSLA'23) [<a href="paper/ml_api_runtime_tool.pdf">Paper</a>] [<a href="https://github.com/mlapistudy/SmartGear">Artifact</a>]</div>
</li>
<li>
<div class="pub_title">Self-Supervised Query Reformulation for Code Search</div>
<div class="pub_authors">Yuetian Mao, <u>Chengcheng Wan</u><sup>#</sup>, Yuze Jiang and Xiaodong Gu <font size="2">(<sup>#</sup>Equal Contribution)</font></div>
<div class="pub_type">ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE'23) [<a href="paper/23-FSE-ssqr.pdf">Paper</a>]</div>
</li>
<li>
<div class="pub_title">Stitcher: Learned Workload Synthesis from Historical Performance Footprints</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Yiwen Zhu, Joyce Cahoon, Wenjing Wang, Katherine Lin, Sean Liu, Raymond Truong, Neetu Singh, Alexandra Ciortea, Konstantinos Karanasos, Subru Krishnan</div>
<div class="pub_type">26th International Conference on Extending Database Technology (EDBT'23) [<a href="paper/stitcher.pdf">Paper</a>]</div>
</li>
<li>
<div class="pub_title">HotGPT: How to Make Software Documentation More Useful with a Large Language Model?</div>
<div class="pub_authors">Yiming Su, <u>Chengcheng Wan</u>, Utsav Sethi, Sreraman Narasimhan, Shan Lu, Madan Musuvathi and Suman Nath</div>
<div class="pub_type">19th Workshop on Hot Topics in Operating Systems (HotOS XIX) [<a href="paper/hotgpt.pdf">Paper</a>]</div>
</li>
<br />
<h4>Earlier</h4>
<li>
<div class="pub_title">Automated Testing of Software that Uses Machine Learning APIs</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Shicheng Liu, Sophie Xie, Yifan Liu, Henry Hoffmann, Michael Maire, and Shan Lu</div>
<div class="pub_type">International Conference on Software Engineering (ICSE'22) [<a href="paper/ml_api_test.pdf">Paper</a>] [<a href="https://github.com/mlapistudy/ICSE2022_158">Artifact</a>] [<a href="https://youtu.be/sZYkvK_PlYo">Video</a>]</div>
</li>
<li>
<div class="pub_title">Are Machine Learning Cloud APIs Used Correctly?</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Shicheng Liu, Henry Hoffmann, Michael Maire, and Shan Lu</div>
<div class="pub_type">International Conference on Software Engineering (ICSE'21) [<a href="paper/ml_api.pdf">Paper</a>] [<a href="https://github.com/mlapistudy/ICSE2021_421">Artifact</a>] [<a href="https://www.youtube.com/watch?v=rD2QUrjC9MY">Video</a>]</div>
</li>
<li>
<div class="pub_title">ALERT: Accurate Learning for Energy and Timeliness</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Muhammad Santriaji, Eri Rogers, Henry Hoffmann, Michael Maire, and Shan Lu</div>
<div class="pub_type">2020 USENIX Annual Technical Conference (USENIX ATC'20) [<a href="https://arxiv.org/pdf/1911.00119.pdf">Paper</a>] [<a href="https://www.youtube.com/watch?v=kQoU5EWt5I4">Video</a>]</div>
</li>
<li>
<div class="pub_title">Orthogonalized SGD and Nested Architectures for Anytime Neural Networks</div>
<div class="pub_authors"><u>Chengcheng Wan</u>, Henry Hoffmann, Shan Lu, and Michael Maire</div>
<div class="pub_type">37th International Conference on Machine Learning (ICML'20) [<a href="https://arxiv.org/pdf/2008.06635.pdf">Paper</a>] [<a href="https://papertalk.org/papertalks/5967">Video</a>]</div>
</li>
<li>
<div class="pub_title">View-Centric Performance Optimization for Database-Backed Web Applications</div>
<div class="pub_authors"></a> <font color="maroon"><i>SIGSOFT Distinguished Paper Award</i></font></div>
<div class="pub_authors">Junwen Yang, Cong Yan, <u>Chengcheng Wan</u>, Shan Lu, and Alvin Cheung</div>
<div class="pub_type">41th International Conference on Software Engineering (ICSE'19) [<a href="paper/panorama.pdf">Paper</a>] [<a href="https://github.com/hyperloop-rails/panorama-static-analyzer">Artifact</a>]</div>
</li>
</ul>
</div>
</div>
</div>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="more">
<div class="my-auto">
<h2 class="mb-5">More</h2>
<h3 class="mb-2">Awards</h3>
<ul class="fa-ul mb-4">
<li>
<i class="fa-li fa fa-check"></i>
<a href="https://www.siebelscholars.com/scholar-profile/2073/">Siebel Scholar</a>, 2022</li>
<li>
<li>
<i class="fa-li fa fa-check"></i>
<a href="https://www.microsoft.com/en-us/research/academic-program/dissertation-grant/?OCID=msr_program_dissgrant_tw#!grant-recipients">Microsoft Research Dissertation Grant</a> 2021</li>
<!-- <li>
<i class="fa-li fa fa-check"></i>
University Unrestricted (UU) Fellowship 2020</li>
<li> -->
<i class="fa-li fa fa-check"></i>
Invited to <a href="https://eecs.berkeley.edu/rising-stars-2020">Rising Stars 2020 workshop</a></li>
<li>
<i class="fa-li fa fa-check"></i>
SIGSOFT Distinguished Paper Award 2019</a></li>
</ul>
<h3 class="mb-2">Academic Services</h3>
<ul class="fa-ul mb-4">
<li><i class="fa-li fa fa-check"></i>
Invited Reviewer of Journals:</li>
<li>IEEE Transactions on Software Engineering (TSE)</li>
<li><i class="fa-li fa fa-check"></i>
Program Committee Member:</li>
<li>ICSE: 2026, 2023 (Poster)</li>
<li>ASPLOS: 2025</li>
<li>ASE: 2024</li>
<li>SANER: 2024, 2023 (Industry)</li>
<li>ISSRE: 2024</li>
<li>OSDI Artifact Evaluation: 2021</li>
<li><i class="fa-li fa fa-check"></i>
Session Chair</li>
<li>ASE 2024, SANER 2023</li>
</ul>
<h3 class="mb-2">Talks and Workshops</h3>
<ul class="fa-ul mb-4">
<li>
<i class="fa-li fa fa-check"></i>
<div>可信泛在智能软件系统论坛, 会议执行主席 <a href="https://mp.weixin.qq.com/s/L7dChq_4YX2TGd_pmzWtvQ">[News]</a></div>
<div>优秀青年学者论坛报告: 智能化软件的运行时故障修复</div>
<div>CCF ChinaSoft 2024, November 15-17, 2023</div>
</li>
<li>
<i class="fa-li fa fa-check"></i>
<div>AI-CPS可信构造与验证, 会议执行主席 <a href="https://mp.weixin.qq.com/s/hXogwT4ayeqdbVrxCVcVOQ">[News]</a></div>
<div>CCF软件工程专委会青年论坛学术报告会, May 7, 2024</div>
</li>
<li>
<i class="fa-li fa fa-check"></i>
<div>智能化软件开发和维护论坛报告: 智能化软件的运行时故障修复</div>
<div>CCF ChinaSoft 2023, December 1-3, 2023</div>
</li>
<!-- <li>
<i class="fa-li fa fa-check"></i>
<div>机器学习云服务的误用检测</div>
<div>西安市智能软件工程重点实验室第二届青年学者论坛主题报告, August 25-26, 2022</div>
</li> -->
<li>
<i class="fa-li fa fa-check"></i>
<div>Preview Session talk: Correctness <a href="https://www.usenix.org/conference/osdi21/presentation/preview-verification">[Video]</a></div>
<div>USENIX Symposium on Operating Systems Design and Implementation, July 14-16, 2021</div>
</li>
<li>
<i class="fa-li fa fa-check"></i>
<div>Preview Session talk: Correctness and Debugging <a href="https://www.usenix.org/conference/atc21/presentation/preview-verification">[Video]</a></div>
<div>USENIX Annual Technical Conference July 14-16, 2021</div>
</li>
</ul>
</div>
</section>
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