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<!DOCTYPE html>
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<title>Qingkai Shi's Homepage</title>
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<h1>Publications</h1>
<div id="content">
<p>Copyright notice: The documents referenced below are included by the
contributing authors as a means to ensure timely dissemination of scholarly and
technical work on a non-commercial basis. Copyright and all rights therein are
maintained by the authors or by other copyright holders, notwithstanding that
they have offered their works here electronically. It is understood that all
persons copying this information will adhere to the terms and constraints
invoked by each author's copyright.<br />
<br />
<a href="/">Back to Homepage</a> · <a href="#" class="nav"
style="text-decoration-line:underline"
onclick="display_papers('all');underline_text(this);">All Papers</a> · <a
href="#" class="nav"
onclick="display_papers('rep,first-author');underline_text(this);">First-Author Papers</a></p>
<hr />
<div><br />
</div>
<h2 id="toc-2025">2025</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="se,rep,first-author"><a
href="https://conf.researchr.org/home/icse-2025">ICSE'25</a>: <a
href="/public_pdfs/ICSE25.pdf">Datalog-Based Language-Agnostic Change Impact
Analysis for Microservices</a><br />
<strong>Qingkai Shi</strong>, Xiaoheng Xie, Xianjin Fu, Peng Di, Huawei Li, Ang
Zhou, Gang Fan<br />
The ACM/IEEE International Conference on Software Engineering<br />
</li>
</ul>
<h2 id="toc-2024">2024</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="pl"><a
href="https://2024.splashcon.org/track/splash-2024-oopsla">OOPSLA'24</a>: <a
href="/public_pdfs/OOPSLA2024.pdf">ParDiff: Practical Static Differential
Analysis of Network Protocol Parsers</a><br />
Mingwei Zheng, <strong>Qingkai Shi</strong>, Xuwei Liu, Xiangzhe Xu, Le Yu,
Congyu Liu, Guannan Wei, Xiangyu Zhang<br />
The ACM SIGPLAN Conference on Object Oriented Programming, Systems, Languages,
and Applications<br />
<a href="images/sigplan-oopsla24.jpg"><img src="images/award.gif"
style="height:1em" /> <strong style="color:red">ACM SIGPLAN Distinguished Paper
Award</strong></a><br />
</li>
<li style="margin-bottom: 10px;" type="pl,corresponding-author"><a
href="https://pldi24.sigplan.org/home">PLDI'24</a>: <a
href="/public_pdfs/PLDI24.pdf">Falcon: A Fused Approach to Path-Sensitive
Sparse Data Dependence Analysis</a><br />
Peisen Yao, Jinguo Zhou, Xiao Xiao, <strong>Qingkai Shi</strong>, Rongxin Wu,
Charles Zhang<br />
The ACM SIGPLAN Conference on Programming Language Design and Implementation<br
/>
</li>
<li style="margin-bottom: 10px;" type="sec"><a
href="https://www.ieee-security.org/TC/SP2024">SP'24</a>: <a
href="/public_pdfs/SP2024.pdf">Nyx: Detecting Exploitable Front-Running
Vulnerabilities in Smart Contracts</a><br />
Wuqi Zhang, Zhuo Zhang, <strong>Qingkai Shi</strong>, Lu Liu, Lili Wei, Yepang
Liu, Xiangyu Zhang, Shing-Chi Cheung<br />
The IEEE Symposium on Security and Privacy<br />
</li>
<li style="margin-bottom: 10px;" type="se,corresponding-author"><a
href="https://conf.researchr.org/home/ase-2024">ASE'24</a>: <a
href="https://dl.acm.org/doi/abs/10.1145/3691620.3695530">ROCAS: Root Cause
Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation</a><br
/>
Shiwei Feng, Yapeng Ye, <strong>Qingkai Shi</strong>, Zhiyuan Cheng, Xiangzhe
Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang<br />
The ACM/IEEE International Conference on Automated Software Engineering<br />
<a href="images/sigsoft-ase24.jpeg"><img src="images/award.gif"
style="height:1em" /> <strong style="color:red">ACM SIGSOFT Distinguished Paper
Award</strong></a></li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/icse-2024">ICSE'24</a>: <a
href="/public_pdfs/ICSE24.pdf">A Two-Layer Persistent Summary Design for Taming
Third-Party Libraries in Static Bug-Finding Systems</a><br />
Rongxin Wu, Y. He, J. Huang, C. Wang, W. Tang, <strong>Qingkai Shi</strong>, X.
Xiao, Charles Zhang<br />
The ACM/IEEE International Conference on Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://2024.issta.org/">ISSTA'24</a>: <a
href="/public_pdfs/ISSTA24.pdf">FRIES: Fuzzing Rust Library Interactions via
Efficient Ecosystem-Guided Target Generation</a><br />
Xizhe Yin, Yang Feng, <strong>Qingkai Shi</strong>, Zixi Liu, Hongwang Liu,
Baowen Xu<br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
<li style="margin-bottom: 10px;" type="se,corresponding-author"><a
href="https://xploreqa.ieee.org/xpl/RecentIssue.jsp?punumber=32">TSE'24</a>: <a
href="https://ieeexplore.ieee.org/document/10689456">Fast and Precise Static
Null Exception Analysis with Synergistic Preprocessing</a><br />
Yi Sun, Chengpeng Wang, Gang Fan, <strong>Qingkai Shi</strong>, Xiangyu Zhang<br
/>
The IEEE Transactions on Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://dl.acm.org/journal/tosem">TOSEM'24</a>: <a
href="https://dl.acm.org/doi/pdf/10.1145/3647994">Enumerating Valid
Non-Alpha-Equivalent Programs for Interpreter Testing</a><br />
Xinmeng Xia, Yang Feng, <strong>Qingkai Shi</strong>, James Jones, Xiangyu
Zhang, Baowen Xu<br />
The ACM Transactions on Software Engineering and Methodology<br />
</li>
</ul>
<h2 id="toc-2023">2023</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="sec,rep,first-author"><a
href="https://www.sigsac.org/ccs/CCS2023/">CCS'23</a>: <a
href="/public_pdfs/CCS23.pdf">Lifting Network Protocol Implementation to Precise
Format Specification with Security Applications</a><br />
<strong>Qingkai Shi</strong>, Junyang Shao, Yapeng Ye, Mingwei Zheng, Xiangyu
Zhang<br />
The ACM Conference on Computer and Communications Security<br />
</li>
<li style="margin-bottom: 10px;" type="sec,rep,first-author"><a
href="https://www.usenix.org/conference/usenixsecurity23/">SEC'23</a>: <a
href="/public_pdfs/SEC23.pdf">Extracting Protocol Format as State Machine via
Controlled Static Loop Analysis</a><br />
<strong>Qingkai Shi</strong>, Xiangzhe Xu, Xiangyu Zhang<br />
The USENIX Security Symposium<br />
</li>
<li style="margin-bottom: 10px;" type="sec"><a
href="https://www.ieee-security.org/TC/SP2023">SP'23</a>: <a
href="/public_pdfs/SP23DARM.pdf">D-ARM: Disassembling ARM Binaries by
Lightweight Superset Instruction Interpretation and Graph Modeling</a><br />
Yapeng Ye, Zhuo Zhang, <strong>Qingkai Shi</strong>, Yousra Aafer, Xiangyu
Zhang<br />
The IEEE Symposium on Security and Privacy<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://2023.esec-fse.org/">ESEC/FSE'23</a>: <a
href="/public_pdfs/FSE23.pdf">PEM: Representing Binary Program Semantics for
Similarity Analysis via A Probabilistic Execution Model</a><br />
Xiangzhe Xu, Z. Xun, S. Feng, S. Chen, Y. Ye, <strong>Qingkai Shi</strong>, G.
Tao, L. Yu, Z. Zhang, Xiangyu Zhang<br />
The ACM Joint European Software Engineering Conference and Symposium on the
Foundations of Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/issta-2023">ISSTA'23</a>: <a
href="/public_pdfs/ISSTA23.pdf">Improving Binary Code Similarity Transformer
Models by Semantics-driven Instruction Deemphasis</a><br />
Xiangzhe Xu, S. Feng, Y. Ye, G. Shen, Z. Su, S. Chen, G. Tao, <strong>Qingkai
Shi</strong>, Z. Zhang, Xiangyu Zhang<br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
<li style="margin-bottom: 10px;" type="sec"><a
href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8858">TDSC'23</a>:
<a href="https://ieeexplore.ieee.org/abstract/document/10149344">Balancing Seed
Scheduling via Monte Carlo Planning</a><br />
Heqing Huang, Hung-Chun Chiu, <strong>Qingkai Shi</strong>, Peisen Yao, Charles
Zhang<br />
The IEEE Transactions on Dependable and Secure Computing<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://dl.acm.org/journal/tosem">TOSEM'23</a>: <a
href="/public_pdfs/TOSEM23.pdf">Anchor: Fast and Precise Value-Flow Analysis for
Containers via Memory Orientation</a><br />
Chengpeng Wang, Wenyang Wang, Peisen Yao, <strong>Qingkai Shi</strong>, Jinguo
Zhou, Xiao Xiao, Charles Zhang<br />
The ACM Transactions on Software Engineering and Methodology<br />
</li>
</ul>
<h2 id="toc-2022">2022</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="pl,rep,first-author"><a
href="https://2022.splashcon.org/track/splash-2022-oopsla">OOPSLA'22</a>: <a
href="/public_pdfs/OOPSLA22-FLARE.pdf">Indexing the Extended Dyck-CFL
Reachability for Context-Sensitive Program Analysis</a><br />
<strong>Qingkai Shi</strong>, Yongchao Wang, Peisen Yao, Charles Zhang<br />
The ACM SIGPLAN Conference on Object Oriented Programming, Systems, Languages,
and Applications<br />
</li>
<li style="margin-bottom: 10px;" type="pl"><a
href="https://2022.splashcon.org/track/splash-2022-oopsla">OOPSLA'22</a>: <a
href="/public_pdfs/OOPSLA22Cres.pdf">Complexity-Guided Container Replacement
Synthesis</a><br />
Chengpeng Wang, Peisen Yao, Wensheng Tang, <strong>Qingkai Shi</strong>, Charles
Zhang<br />
The ACM SIGPLAN Conference on Object Oriented Programming, Systems, Languages,
and Applications<br />
<a href="images/sigplan-oopsla22.png"><img src="images/award.gif"
style="height:1em" /> <strong style="color:red">ACM SIGPLAN Distinguished Paper
Award</strong></a><br />
</li>
<li style="margin-bottom: 10px;" type="se,corresponding-author"><a
href="https://2022.esec-fse.org/">ESEC/FSE'22</a>: <a
href="/public_pdfs/FSE22.pdf">Peahen: Fast and Precise Static Deadlock Detection
via Context Reduction</a><br />
Yuandao Cai, Chengfeng Ye, <strong>Qingkai Shi</strong>, Charles Zhang<br />
The ACM Joint European Software Engineering Conference and Symposium on the
Foundations of Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/icse-2022">ICSE'22</a>: <a
href="/public_pdfs/ICSE22.pdf">Precise Divide-By-Zero Detection with Affirmative
Evidence</a><br />
Yiyuan Guo, Jinguo Zhou, Peisen Yao, <strong>Qingkai Shi</strong>, Charles
Zhang<br />
The ACM/IEEE International Conference on Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="sec,corresponding-author"><a
href="https://www.ieee-security.org/TC/SP2022">SP'22</a>: <a
href="/public_pdfs/SP22.pdf">Beacon: Directed Grey-Box Fuzzing with Provable
Path Pruning</a><br />
Heqing Huang, Yiyuan Guo, <strong>Qingkai Shi</strong>, Peisen Yao, Rongxin Wu,
Charles Zhang<br />
The IEEE Symposium on Security and Privacy<br />
<img src="images/award.gif" style="height:1em" /> <strong
style="color:red">Google Research Paper Reward</strong></li>
</ul>
<h2 id="toc-2021">2021</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="pl,rep,first-author"><a
href="https://pldi21.sigplan.org/home">PLDI'21</a>: <a
href="/public_pdfs/PLDI21-Fusion.pdf">Path-Sensitive Sparse Analysis without
Path Conditions</a><br />
<strong>Qingkai Shi</strong>, Peisen Yao, Rongxin Wu, Charles Zhang<br />
The ACM SIGPLAN Conference on Programming Language Design and Implementation<br
/>
</li>
<li style="margin-bottom: 10px;" type="pl,corresponding-author"><a
href="https://2021.splashcon.org/track/splash-2021-oopsla">OOPSLA'21</a>: <a
href="/public_pdfs/OOPSLA21.pdf">Program Analysis via Efficient Symbolic
Abstraction</a><br />
Peisen Yao, <strong>Qingkai Shi</strong>, Heqing Huang, Charles Zhang<br />
The ACM SIGPLAN Conference on Object Oriented Programming, Systems, Languages,
and Applications<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://2021.esec-fse.org/">ESEC/FSE'21</a>: <a
href="/public_pdfs/FSE21.pdf">Skeletal Approximation Enumeration for SMT Solver
Testing</a><br />
Peisen Yao, Heqing Huang, Wensheng Tang, <strong>Qingkai Shi</strong>, Rongxin
Wu, Charles Zhang<br />
The ACM Joint European Software Engineering Conference and Symposium on the
Foundations of Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/issta-2021">ISSTA'21</a>: <a
href="/public_pdfs/ISSTA2021.pdf">Fuzzing SMT Solvers via Two-Dimensional Input
Space Exploration</a><br />
Peisen Yao, Heqing Huang, Wensheng Tang, <strong>Qingkai Shi</strong>, Rongxin
Wu, Charles Zhang<br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
</ul>
<h2 id="toc-2020">2020</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="se,rep,first-author"><a
href="https://conf.researchr.org/home/icse-2020">ICSE'20</a>: <a
href="/public_pdfs/ICSE2020a.pdf">Pipelining Bottom-up Data Flow Analysis</a><br
/>
<strong>Qingkai Shi</strong>, Charles Zhang<br />
The ACM/IEEE International Conference on Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se,rep,first-author"><a
href="https://conf.researchr.org/home/icse-2020">ICSE'20</a>: <a
href="/public_pdfs/ICSE2020b.pdf">Conquering the Extensional Scalability Problem
for Value-Flow Analysis Frameworks</a><br />
<strong>Qingkai Shi</strong>, Rongxin Wu, Gang Fan, Charles Zhang<br />
The ACM/IEEE International Conference on Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="sec,corresponding-author"><a
href="https://www.ieee-security.org/TC/SP2020">SP'20</a>: <a
href="/public_pdfs/SP2020.pdf">Pangolin: Incremental Hybrid Fuzzing with
Polyhedral Path Abstraction</a><br />
Heqing Huang, Peisen Yao, Rongxin Wu, <strong>Qingkai Shi</strong>, Charles
Zhang<br />
The IEEE Symposium on Security and Privacy<br />
</li>
<li style="margin-bottom: 10px;" type="se,corresponding-author"><a
href="https://conf.researchr.org/home/issta-2020">ISSTA'20</a>: <a
href="/public_pdfs/ISSTA20-Trident.pdf">Fast Bit-Vector Satisfiability</a><br />
Peisen Yao, <strong>Qingkai Shi</strong>, Heqing Huang, Charles Zhang<br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/issta-2020">ISSTA'20</a>: <a
href="/public_pdfs/ISSTA20-VeriBuild.pdf">Escaping Dependency Hell: Finding
Build Dependency Errors with the Unified Dependency Graph</a><br />
Gang Fan, Chengpeng Wang, Rongxin Wu, Xiao Xiao, <strong>Qingkai Shi</strong>,
Charles Zhang<br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
<li style="margin-bottom: 10px;" type="se,corresponding-author"><a
href="https://conf.researchr.org/home/issta-2020">ISSTA'20</a>: <a
href="/public_pdfs/ISSTA20-DeepGini.pdf">DeepGini: Prioritizing Massive Tests to
Enhance the Robustness of Deep Neural Networks</a><br />
Yang Feng, <strong>Qingkai Shi</strong>, Xinyu Gao, Jun Wan, Chunrong Fang,
Zhenyu Chen<br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/issta-2020">ISSTA'20</a>: <a
href="/public_pdfs/ISSTA20-CCD.pdf">Functional Code Clone Detection with Syntax
and Semantics Fusion Learning</a><br />
Chunrong Fang, Zixi Liu, Yangyang Shi, Jeff Huang, <strong>Qingkai
Shi</strong><br />
The ACM SIGSOFT International Symposium on Software Testing and Analysis<br />
</li>
</ul>
<h2 id="toc-before-2019">Before 2019</h2>
<ul style="margin-right: 5mm">
<li style="margin-bottom: 10px;" type="se"><a
href="https://conf.researchr.org/home/icse-2019">ICSE'19</a>: <a
href="/public_pdfs/ICSE2019.pdf">Smoke: Scalable Path-Sensitive Memory Leak
Detection for Millions of Lines of Code</a><br />
Gang Fan, Rongxin Wu, <strong>Qingkai Shi</strong>, Xiao Xiao, Jinguo Zhou,
Charles Zhang<br />
The ACM/IEEE International Conference on Software Engineering<br />
<a href="images/sigsoft-icse19.png"><img src="images/award.gif"
style="height:1em" /> <strong style="color:red">ACM SIGSOFT Distinguished Paper
Award</strong></a><br />
</li>
<li style="margin-bottom: 10px;" type="pl,rep,first-author"><a
href="https://pldi18.sigplan.org/home">PLDI'18</a>: <a
href="/public_pdfs/PLDI2018.pdf">Pinpoint: Fast and Precise Sparse Value Flow
Analysis for Million Lines of Code</a><br />
<strong>Qingkai Shi</strong>, Xiao Xiao, Rongxin Wu, Jinguo Zhou, Gang Fan,
Charles Zhang<br />
The ACM SIGPLAN Conference on Programming Language Design and Implementation<br
/>
</li>
<li style="margin-bottom: 10px;" type="se,first-author"><a
href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=32">TSE'16</a>:
<a href="/public_pdfs/TSE2016.pdf">Verifying Synchronization for Atomicity
Violation Fixing</a><br />
<strong>Qingkai Shi</strong>, Jeff Huang, Zhenyu Chen, Baowen Xu<br />
The IEEE Transactions on Software Engineering<br />
</li>
<li style="margin-bottom: 10px;" type="se,first-author"><a
href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=24">TR'16</a>: <a
href="/public_pdfs/TR2016.pdf">Measuring the Diversity of a Test Set with
Distance Entropy</a><br />
<strong>Qingkai Shi</strong>, Zhenyu Chen, Chunrong Fang, Yang Feng, Baowen
Xu<br />
The IEEE Transactions on Reliability<br />
</li>
</ul>
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