1 code implementation • 5 Dec 2021 • Qibin Chen, Jeremy Lacomis, Edward J. Schwartz, Graham Neubig, Bogdan Vasilescu, Claire Le Goues
Machine learning-based program analysis methods use variable name representations for a wide range of tasks, such as suggesting new variable names and bug detection.
no code implementations • 28 Sep 2021 • Alex Shypula, Pengcheng Yin, Jeremy Lacomis, Claire Le Goues, Edward Schwartz, Graham Neubig
We also report that SILO's rate of superoptimization on our test set is over five times that of a standard policy gradient approach and a model pre-trained on compiler optimization demonstration.
no code implementations • 15 Apr 2020 • Afsoon Afzal, Deborah S. Katz, Claire Le Goues, Christopher S. Timperley
We find that simulation is used by 85% of our participants for testing, and that many participants desire to use simulation as part of their test automation.
Robotics Software Engineering
1 code implementation • 5 Sep 2017 • Claire Le Goues, Yuriy Brun, Sven Apel, Emery Berger, Sarfraz Khurshid, Yannis Smaragdakis
Double-blind review relies on the authors' ability and willingness to effectively anonymize their submissions.
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