Zichen Xie

zichenxie0106@gmail.com

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I am a senior undergraduate student at Zhejiang University (ZJU), currently applying for a PhD position for 25fall. Now, I am conducting research as an intern at the University of Illinois Urbana-Champaign (UIUC), under the supervision of Professor Lingming Zhang. Additionally, I serve as a research assistant in the NESA Lab at Zhejiang University, advised by Professor Shouling Ji.

I am a member of ACEE (Advanced Honor Class for Engineering Education) in Chu Kochen Honors College.

My research interests lie in the areas of Software Engineering, Software Security and Machine Learning, especially in leveraging AI technologies for program analysis, code generation and improving the reliability of software systems. I am now working on leveraging LLMs for static analysis and code generation.

To date, my work has uncovered more than 100 previously unknown bugs in different open-source projects, including Apache Druid and Netty, as well as 41 bugs in the Linux kernel.

selected publications

  1. Pre-print
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    Exploring Automatic Cryptographic API Misuse Detection in the Era of LLMs
    Yifan Xia, Zichen Xie, Peiyu Liu, and 4 more authors
    arXiv preprint arXiv:2407.16576, 2024

internships

Jul. 2024 - Aug. 2024 Tencent CDG, Wechat Ads, Software Testing Engineer