Zhenyu Chen

A Survey of Learning-based Automated Program Repair

2023 · arXiv (Cornell University)

Automated program repair (APR) aims to fix software bugs automatically and plays a crucial role in software development and maintenance. With the recent advances in deep learning (DL), an increasing number of APR techniques have …

DVTest: Deep Neural Network Visualization Testing Framework

2023

Deep neural networks have shown their powerful potential in various fields, especially vision classification problems, even though it still has black-box property. Visualization methods for deep neural networks, as a common technique to improve the …