Lingming Zhang

DeepRoad: GAN-based metamorphic testing and input validation framework for autonomous driving systems

Mengshi Zhang, Yuqun Zhang, Lingming Zhang et al. · 2018 · 596 citations · Full text

Computing, Autonomous Systems, Computer Science +15

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

DeepFL: integrating multiple fault diagnosis dimensions for deep fault localization

Li Xia, Wei Li, Yuqun Zhang et al. · 2019 · 302 citations · Full text

Computing, Computer Engineering, Computer Science +17

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