Mohammad Amin Alipour

Testing Neural Programs.

2019 · arXiv (Cornell University)

Deep neural networks have been increasingly used in software engineering and program analysis tasks. They usually take a program and make some predictions about it, e.g., bug prediction. We call these models neural program analyzers. …

A Study of Variable-Role-based Feature Enrichment in Neural Models of Code

2023 · arXiv (Cornell University)

Although deep neural models substantially reduce the overhead of feature engineering, the features readily available in the inputs might significantly impact training cost and the performance of the models. In this paper, we explore the …