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<h4 class="mb-1" style="color:white;font-family:Arial, Helvetica, sans-serif;" align="center">Zhuangbin Chen</h4>
<h6 style="color:#D3D0D0;font-family:Arial, Helvetica, sans-serif;">Assistant Professor</h6>
<h6 style="color:#D3D0D0;font-family:Arial, Helvetica, sans-serif;"><a style="color:#D3D0D0;" href="https://www.sysu.edu.cn/">Sun Yat-sen University</a>, <a style="color:#D3D0D0;" href="https://sse.sysu.edu.cn/">School of Software Engineering</a></h6>
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<p class="lead mb-3" style="max-width:800px;">Hi, I am Zhuangbin Chen, currently an Assistant Professor at the <a href="https://sse.sysu.edu.cn/">School of Software Engineering</a>, <a href="https://www.sysu.edu.cn/">Sun Yat-sen University</a>. I work on Software Engineering, Cloud Computing, and Datacenter Networking. More specifically, I am interested in improving the reliability of online services and the troubleshooting process of data center networks. Prior to SYSU, I obtained a Ph.D. at the <a href="https://www.cse.cuhk.edu.hk/">Computer Science and Engineering Department</a> of <a href="https://www.cuhk.edu.hk">The Chinese University of Hong Kong</a>. I was privileged to work with <a href="https://www.cse.cuhk.edu.hk/lyu/home">Prof. Michael R. Lyu</a>.
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<hr class="m-3">
<h4 class="mb-3">Updates</h4>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>07/2024</i>
Our paper won the <font color="red"><b>🏆 Best Paper Award</b></font> at <a href="https://cloud.conferences.computer.org/2024/">CLOUD '24</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>03/2024</i>
One paper accepted by <a href="https://conf.researchr.org/home/issta-2024">ISSTA '24</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>01/2023</i>
One paper accepted by <a href="https://conf.researchr.org/home/fse-2024">FSE '24</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>12/2023</i>
One paper accepted by <a href="https://conf.researchr.org/home/icse-2024">ICSE '24</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>08/2023</i>
Two papers accepted by <a href="https://conf.researchr.org/home/ase-2023">ASE '23</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>07/2023</i>
One paper accepted by <a href="https://issre.github.io/2023/">ISSRE '23</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>01/2023</i>
Three papers accepted by <a href="https://conf.researchr.org/home/icse-2023">ICSE '23</a>! Congrats to the authors!
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>01/2023</i>
I will be joining the <a href="https://sse.sysu.edu.cn/">School of Software Engineering</a> of <a href="https://www.sysu.edu.cn/">Sun Yat-sen University</a>.
</p>
<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>07/2022</i>
Our project <a href="http://logpai.com/">LogPAI: An Open-Source Project for Automated Log Analysis</a> won <a href="https://conferences.computer.org/services/2022/awards/oss_award.html">The First IEEE Open Software Services Award</a>!
</p>
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<h4 class="panel-title">
<a data-toggle="collapse" data-parent="#accordion" href="#collapseOne" style="font-size:1.1rem;">
<i>More...</i>
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<p class="lead mb-2" style="font-size:112%;max-width:810px;"><i>12/2021</i>
One paper accepted by <a href="https://conf.researchr.org/home/icse-2022">ICSE '22</a>!
</p>
</div>
</div>
</div>
</div>
<hr class="m-3">
<h4 class="mb-3" id="research">Research</h4>
<!-- <p class="lead mb-3" style="max-width:820px;">TBF</p> -->
<font size="4">
<h5>Cloud System Reliability</h5>
<ul>
<li>Prism: Revealing Hidden Functional Clusters of Massive Instances in Cloud Systems
[<a href="./papers/ase23a.pdf">ASE '23</a>]
</li>
<li>Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion
[<a href="./papers/ase23b.pdf">ASE '23</a>]
</li>
<li>Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching
[<a href="./papers/icse22.pdf">ICSE '22</a>]
</li>
<li>Graph-based Incident Aggregation for Large-Scale Online Service Systems
[<a href="./papers/ase21.pdf">ASE '21</a>]
</li>
<li>Towards Intelligent Incident Management: Why We Need It and How We Make It
[<a href="./papers/fse20.pdf">FSE '20</a>]
</li>
</ul>
<h5>Log Analysis</h5>
<ul>
<li>Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection
[<a href="./papers/arxiv21.pdf">arXiv preprint '21</a>]
</li>
<li>A Survey on Automated Log Analysis for Reliability Engineering
[<a href="./papers/csur21.pdf">CSUR '21</a>]
</li>
<li>Characterizing the Natural Language Descriptions in Software Logging Statements
[<a href="./papers/ase18.pdf">ASE '18</a>]
</li>
</ul>
</font>
<h4><a class="nav-link js-scroll-trigger" href="#publication" style="font-size:1.1rem;padding-left:0px;">
<i>More...</i>
</a></h4>
<hr class="m-3">
<h4 class="mb-3" id="publication"> Selected Publications (* indicates correspondence)</h4>
<p class="lead mb-2">2024</p>
<ul>
<li>
<p class="lead mb-2">
<b>[CLOUD '24] TraceMesh: Scalable and Streaming Sampling for Distributed Traces </b><br>
<font size="4"><u>Zhuangbin Chen</u>, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng<br>
[<a href="./papers/cloud24.pdf">PDF</a>] [<a href="https://github.com/OpsPAI/TraceMesh">Code</a>]
</font><br>
<font color="red"><b>🏆 Best Paper Award</b></font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ISSTA '24] A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?</b><br>
<font size="4">Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, <u>Zhuangbin Chen*</u>, et al.<br>
[<a href="./papers/issta24.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[FSE '24] LILAC: Log Parsing using LLMs with Adaptive Parsing Cache</b><br>
<font size="4">Zhihan Jiang, Jinyang Liu, Zhuangbin Chen</u>, et al.<br>
[<a href="./papers/fse24.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ICSE '24] FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems</b><br>
<font size="4">Junjie Huang, Jinyang Liu, Zhuangbin Chen</u>, et al.<br>
[<a href="./papers/icse24.pdf">PDF</a>]
</font>
</p>
</li>
</ul>
<p class="lead mb-2">2023</p>
<ul>
<li>
<p class="lead mb-2">
<b>[ASE '23] Prism: Revealing Hidden Functional Clusters of Massive Instances in Cloud Systems</b><br>
<font size="4">Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, <u>Zhuangbin Chen*</u>, et al.<br>
[<a href="./papers/ase23a.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ASE '23] Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion</b><br>
<font size="4">Cheryl Lee, Tianyi Yang, <u>Zhuangbin Chen*</u>, Yuxin Su, Michael R. Lyu<br>
[<a href="./papers/ase23b.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ISSRE '23] Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services</b><br>
<font size="4">Jinyang Liu, Tianyi Yang, <u>Zhuangbin Chen*</u>, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu<br>
[<a href="./papers/issre23.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ICSE '23] Incident-Aware Duplicate Ticket Aggregation for Cloud Systems</b><br>
<font size="4">Jinyang Liu, Shilin He, <u>Zhuangbin Chen</u>, et al.<br>
[<a href="./papers/icse23a.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ICSE '23] Heterogeneous anomaly detection for software systems via semi-supervised cross-modal attention</b><br>
<font size="4">Cheryl Lee, Tianyi Yang, <u>Zhuangbin Chen</u>, Yuxin Su, Yongqiang Yang, Michael R. Lyu<br>
[<a href="./papers/icse23b.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ICSE '23] Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-Source Data</b><br>
<font size="4">Cheryl Lee, Tianyi Yang, <u>Zhuangbin Chen</u>, Yuxin Su, Michael R. Lyu<br>
[<a href="./papers/icse23c.pdf">PDF</a>]
</font>
</p>
</li>
</ul>
<p class="lead mb-2">2022</p>
<ul>
<li>
<p class="lead mb-2">
<b>[SIGOPS OSR '22] An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection</b><br>
<font size="4">Yichen Li, Xu Zhang, Shilin He, <u>Zhuangbin Chen</u>, Yu Kang, et al.<br>
[<a href="./papers/sigops22.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[ICSE '22] Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching</b><br>
<font size="4"><u>Zhuangbin Chen</u>, Jinyang Liu, Yuxin Su, Hongyu Zhang, et al.<br>
[<a href="./papers/icse22.pdf">PDF</a>] [<a href="https://github.com/OpsPAI/ADSketch">Code</a>] [<a href="https://www.huaweicloud.com/lab/cnl/paper_anomaly_detection.html">Official News</a>]
</font>
</p>
</li>
</ul>
<p class="lead mb-2">2021</p>
<ul>
<li>
<p class="lead mb-2">
<b>[ASE '21] Graph-based Incident Aggregation for Large-Scale Online Service Systems</b><br>
<font size="4"><u>Zhuangbin Chen</u>, Jinyang Liu, Yuxin Su, Hongyu Zhang, et al.<br>
[<a href="./papers/ase21.pdf">PDF</a>] [<a href="https://www.huaweicloud.com/lab/cnl/news.html">Official News</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[arXiv '21] Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection</b><br>
<font size="4"><u>Zhuangbin Chen</u>, Jinyang Liu, Wenwei Gu, Yuxin Su, and Michael R. Lyu<br>
[<a href="./papers/arxiv21.pdf">PDF</a>] [<a href="https://github.com/logpai/deep-loglizer">Code</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[TOSEM '21] Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs</b><br>
<font size="4">Hui Xu, <u>Zhuangbin Chen</u>, Mingshen Sun, Yangfan Zhou, and Michael R. Lyu<br>
[<a href="./papers/tosem21.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[CSUR '21] A Survey on Automated Log Analysis for Reliability Engineering</b><br>
<font size="4">Shilin He, Pinjia He, <u>Zhuangbin Chen</u>, Tianyi Yang, Yuxin Su, and Michael R. Lyu<br>
[<a href="./papers/csur21.pdf">PDF</a>]
</font>
</p>
</li>
</ul>
<p class="lead mb-2">2020</p>
<ul>
<li>
<p class="lead mb-2">
<b>[FSE '20] Towards Intelligent Incident Management: Why We Need It and How We Make It</b><br>
<font size="4"><u>Zhuangbin Chen</u>, Yu Kang, Hongyu Zhang, et al.<br>
[<a href="./papers/fse20.pdf">PDF</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[AAAI-W '20] AIOps Innovations of Incident Management for Cloud Services</b><br>
<font size="4"><u>Zhuangbin Chen</u>, Yu Kang, et al.<br>
[<a href="./papers/aaai20.pdf">PDF</a>]
</font>
</p>
</li>
</ul>
<p class="lead mb-2">2018</p>
<ul>
<li>
<p class="lead mb-2">
<b>[ASE '18] Characterizing the Natural Language Descriptions in Software Logging Statements</b><br>
<font size="4">Pinjia He, <u>Zhuangbin Chen</u>, Shilin He, and Michael R. Lyu<br>
[<a href="./papers/ase18.pdf">PDF</a>] [<a href="https://github.com/logpai/LoggingDescriptions">Dataset</a>]
</font>
</p>
</li>
<li>
<p class="lead mb-2">
<b>[CIKM '18] Neural relational topic models for scientific article analysis</b><br>
<font size="4">Haoli Bai, <u>Zhuangbin Chen</u>, Michael R. Lyu, Irwin King, and Zenglin Xu<br>
[<a href="./papers/cikm18.pdf">PDF</a>] [<a href="https://github.com/zbchern/Neural-Relational-Topic-Models">Code</a>]
</font>
</p>
</li>
</ul>
<hr class="m-3">
<!-- <h4 class="mb-3" id="team">Team</h4>
<div class="resume-content">
<h5 class="mb-2">Ph.D. Students:</h5>
<p class="lead mb-2">TBF</p>
<h5 class="mb-2">Undergraduate Students:</h5>
<p class="lead mb-2">TBF</p>
</div>
<hr class="m-3"> -->
<h4 class="mb-3" id="teaching">Teaching</h4>
<div class="resume-content">
<h5 class="mb-3"><a href="#">Cloud Computing Technology (SSE316云计算技术)</a></h5>
<p class="lead mb-3">Undergraduates, School of Software Engineering, Sun Yat-sen University, Spring 2023</p>
</div>
<hr class="m-3">
<!-- <div class="resume-content">
<h5 class="mb-3">The Chinese University of Hong Kong</h5>
<p class="lead mb-3">Teaching assistant, CSCI3100, Software Engineering (Spring 2019, 2020, 2021)</p>
<p class="lead mb-3">Teaching assistant, ECLT5820, Distributed and Mobile Systems (Fall 2020, 2021)</p>
<p class="lead mb-3">Teaching assistant, CSCI3150, Operating Systems (Fall 2017)</p>
</div>
<hr class="m-3"> -->
<h4 class="mb-3" id="service">Academic Service</h4>
<div class="resume-content">
<h5 class="mb-3">Program Committee</h5>
<p class="lead mb-2"> 2022: <a href="https://www.apnns.org/ICONIP2022/" target="_blank">ICONIP</a></p>
<p class="lead mb-2"> 2020: <a href="https://www.apnns.org/ICONIP2020/" target="_blank">ICONIP</a></p>
<h5 class="mb-3">Reviewer/Sub-Reviewer</h5>
<p class="lead mb-2">ICSE, DSN, NeurIPS, WWW, WSDM</p>
</div>
<hr class="m-3">
<h4 class="mb-3" id="awards">Awards</h4>
<p class="lead mb-2">2024</p>
<ul>
<li>
<p class="lead mb-2"><a href="./misc/best_paper_cloud2024.pdf">IEEE Cloud 2024 Best Paper Award</a> </p>
</li>
</ul>
<p class="lead mb-2">2022</p>
<ul>
<li>
<p class="lead mb-2"><a href="https://conferences.computer.org/services/2022/awards/oss_award.html">The First IEEE Open Software Services Award</a></p>
</li>
<li>
<p class="lead mb-2">CUHK Excellent Teaching Assistantship (CSCI3100 Software Engineering)</p>
</li>
</ul>
<p class="lead mb-2">2020</p>
<ul>
<li>
<p class="lead mb-2">Stars of Tomorrow (Award of Excellent Intern), Microsoft Research Asia</p>
</li>
</ul>
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