About Me
I am a 2nd year Computer Science PhD student at UIUC advised by Lingming Zhang.
My research interest lies in the intersection of Machine Learning and Software Engineering.
Before coming to UIUC, I completed my undergrad at the University of Toronto where
I was fortunate to work with Natalie Enright Jerger,
David Lie, Nicolas Papernot
and Shurui Zhou.
Selected Publications
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Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Jiawei Liu*, Chunqiu Steven Xia*, Yuyao Wang, Lingming Zhang | May, 2023.
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Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT
Chunqiu Steven Xia and Lingming Zhang | April, 2023.
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Conversational Automated Program Repair
Chunqiu Steven Xia and Lingming Zhang | Jan, 2023.
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Large Language Models are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models
In 32nd International Symposium on Software Testing and Analysis
(ISSTA 2023)
Yinlin Deng, Chunqiu Steven Xia, Haoran Peng,
Chenyuan Yang, Lingming Zhang | July, 2023.
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Automated Program Repair in the Era of Large Pre-trained Language Models
In Proceedings of the 45th IEEE/ACM International Conference on Software Engineering
(ICSE 2023)
Chunqiu Steven Xia, Yuxiang Wei,
Lingming Zhang | May, 2023.
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Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning
In Proceedings of 30th ACM SIGSOFT International Symposium on the Foundations of Software Engineering
(FSE 2022)
Chunqiu Steven Xia and Lingming Zhang | Nov, 2022.
Invited Talks
- Computer Security Group @ Ohio State University: Are Large Language Models Effective Fuzzers?
- Uber Programming Systems Team: Leveraging Large Language Models for Automated Program Repair ... and other Software Engineering tasks
- Microsoft Data&AI: Leveraging Large Language Models for Software Engineering Tasks
- Software Lab @ University of Stuttgart: Automated Program Repair in the era of Large Language Models
website template shamelessly taken from Deian Stefan