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04/11/2023
Program Comprehension Does Not Primarily Rely On the Language Centers of the Human Brain
Our goal is to identify brain regions involved in comprehending computer...
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11/21/2022
CLAWSAT: Towards Both Robust and Accurate Code Models
We integrate contrastive learning (CL) with adversarial learning to co-o...
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03/18/2021
Generating Adversarial Computer Programs using Optimized Obfuscations
Machine learning (ML) models that learn and predict properties of comput...
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04/08/2020
Dependency-Based Neural Representations for Classifying Lines of Programs
We investigate the problem of classifying a line of program as containin...
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05/15/2018