Chunqiu Steven Xia

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

Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang · 2023 · 296 citations

Software Maintenance, Llm Fine-tuning, Engineering +21

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 · 226 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +19

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 · 176 citations

Software Maintenance, Few-shot Learning, Artificial Intelligence +22

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 · 170 citations · Full text

Engineering, Compiler Technology, Verification +23

Fuzz4All: Universal Fuzzing with Large Language Models

Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian et al. · 2024 · 138 citations

Software Maintenance, Engineering, Software Systems +23