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Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models


May 28, 2022
Md Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour

* The 6th ACM SIGPLAN International Symposium on Machine Programming (MAPS'22). extension of arXiv:2202.06474 

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Encoding Program as Image: Evaluating Visual Representation of Source Code


Nov 01, 2021
Md Rafiqul Islam Rabin, Mohammad Amin Alipour

* 8 pages, 2 figures, 1 table 

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Memorization and Generalization in Neural Code Intelligence Models


Jun 16, 2021
Md Rafiqul Islam Rabin, Aftab Hussain, Vincent J. Hellendoorn, Mohammad Amin Alipour

* manuscript in preparation 

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Understanding Neural Code Intelligence Through Program Simplification


Jun 07, 2021
Md Rafiqul Islam Rabin, Vincent J. Hellendoorn, Mohammad Amin Alipour

* The 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE'21) 

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Towards Demystifying Dimensions of Source Code Embeddings


Sep 29, 2020
Md Rafiqul Islam Rabin, Arjun Mukherjee, Omprakash Gnawali, Mohammad Amin Alipour

* 1st ACM SIGSOFT International Workshop on Representation Learning for Software Engineering and Program Languages, Co-located with ESEC/FSE (RL+SE&PL'20) 

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On the Generalizability of Neural Program Analyzers with respect to Semantic-Preserving Program Transformations


Jul 31, 2020
Md. Rafiqul Islam Rabin, Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang, Mohammad Amin Alipour

* arXiv admin note: substantial text overlap with arXiv:2004.07313 

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Evaluation of Generalizability of Neural Program Analyzers under Semantic-Preserving Transformations


Apr 15, 2020
Md. Rafiqul Islam Rabin, Mohammad Amin Alipour

* work in-progress 

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Testing Neural Program Analyzers


Sep 25, 2019
Md Rafiqul Islam Rabin, Ke Wang, Mohammad Amin Alipour

* ASE 2019 Late Breaking Results 

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