Chunqiu Steven Xia

Automated Program Repair in the Era of Large Pre-trained Language Models

Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang · 2023 · 329 citations

Computing, Computer Engineering, Computer Science +11

Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models

Yinlin Deng, Chunqiu Steven Xia, Haoran Peng et al. · 2023 · 263 citations · Full text

Computing, Computer Science, Cybersecurity +15

Less training, more repairing please: revisiting automated program repair via zero-shot learning

Chunqiu Steven Xia, Lingming Zhang · Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering · 2022 · 194 citations

Computing, Computer Science, Machine Learning +11

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang et al. · arXiv (Cornell University) · 2023 · 173 citations · Full text

Computing, Computer Science, Computational Linguistics +10

Fuzz4All: Universal Fuzzing with Large Language Models

Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian et al. · 2024 · 161 citations

Computing, Computer Engineering, Computer Science +13