92 citations · 266 across the 32 of their papers we have counts for
3 papers · 1 filter
Memorization and Generalization in Neural Code Intelligence Models
Md Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour +1
Deep Neural Networks (DNNs) are increasingly being used in software engineering and code intelligence tasks. These are powerful tools that are capable of learning highly generaliza…
Towards Demystifying Dimensions of Source Code Embeddings
Md Rafiqul Islam Rabin, Arjun Mukherjee, Omprakash Gnawali +1
Source code representations are key in applying machine learning techniques for processing and analyzing programs. A popular approach in representing source code is neural source c…
Testing Neural Program Analyzers
Md Rafiqul Islam Rabin, Ke Wang, Mohammad Amin Alipour
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 predi…