Cody Watson

On Learning Meaningful Code Changes Via Neural Machine Translation

Michele Tufano, Jevgenija Pantiuchina, Cody Watson et al. · 2019 · 211 citations

Computing, Computer Science, Machine Learning +12

Deep learning similarities from different representations of source code

Michele Tufano, Cody Watson, Gabriele Bavota et al. · 2018 · 145 citations · Full text

Computing, Computer Science, Knowledge Representation +13

An empirical investigation into learning bug-fixing patches in the wild via neural machine translation

Michele Tufano, Cody Watson, Gabriele Bavota et al. · 2018 · 140 citations · Full text

Computing, Computer Science, Machine Learning +10

A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research

Cody Watson, Nathan Cooper, David Nader Palacio et al. · ACM Transactions on Software Engineering and Methodology · 2022 · 139 citations

Computing, Computer Science, Feature Engineering +9

Learning How to Mutate Source Code from Bug-Fixes

Michele Tufano, Cody Watson, Gabriele Bavota et al. · 2019 · 68 citations

Computing, Computer Science, Machine Learning +13