4 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.SE2022★ 1 cited
Infrared: A Meta Bug Detector
Chi Zhang, Yu Wang, Linzhang Wang
The recent breakthroughs in deep learning methods have sparked a wave of interest in learning-based bug detectors. Compared to the traditional static analysis tools, these bug dete…
cs.SE2020★ 4 cited
Learning Semantic Program Embeddings with Graph Interval Neural Network
Yu Wang, Fengjuan Gao, Linzhang Wang +1
Learning distributed representations of source code has been a challenging task for machine learning models. Earlier works treated programs as text so that natural language methods…
cs.SE2019
Learning a Static Bug Finder from Data
Yu Wang, Fengjuan Gao, Linzhang Wang +1
We present an alternative approach to creating static bug finders. Instead of relying on human expertise, we utilize deep neural networks to train static analyzers directly from da…