I'm a PhD student working with Martin Monperrus on automatic program repair, particularly focusing on automatic software repair, software testing, and machine learning techniques.
My research so far has included topics like automated patch correctness assessment to identify overfitting patches generated by automatic repair systems.
Previously, I attended Sichuan University and obtain my BSc degree in software engineering and the University of Tampere to obtain an MSc degree in computer science, respectively. In 2018, I started to pursue my research at KTH. In the meantime, I work as a teaching assistant for a couple of courses. My PhD research is funded by Wallenberg AI, Autonomous Systems and Software Program (WASP).
【TSE-21】He Ye, Jian Gu, Matias Martinez, Thomas Durieux, Martin Monperrus. Automated Classification of Overfitting Patches with Statically Extracted Code Features. IEEE Transactions on Software Engineering, 2021.
【EMSE-20】He Ye, Matias Martinez, Martin Monperrus. Automated Patch Assessment for Program Repair at Scale. Empirical Software Engineering, 2020.
【JSS-20】He Ye, Matias Martinez, Thomas Durieux, Martin Monperrus. The extension work of A Comprehensive Study of Automatic Program Repair on the QuixBugs Benchmark. Journal of Systems and Software, 2020.
He Ye, Matias Martinez, Martin Monperrus. Neural Program Repair with Execution-based Backpropagation . Arxiv, 2021.
【IEEE Software】Baudry et al. A Software Repair Bot based on Continual Learning. 2021