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

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

15 April 2020

Md Rafiqul Islam Rabin

Mohammad Amin Alipour

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Papers citing "Evaluation of Generalizability of Neural Program Analyzers under Semantic-Preserving Transformations"

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Title
Assessing Code Understanding in LLMs Cosimo Laneve Alvise Spanò Dalila Ressi S. Rossi M. Bugliesi 155 0 0 31 Mar 2025
CLAWSAT: Towards Both Robust and Accurate Code Models Jinghan Jia Shashank Srikant Tamara Mitrovska Chuang Gan Shiyu Chang Sijia Liu Una-May O’Reilly AAML 158 11 0 21 Nov 2022
Memorization and Generalization in Neural Code Intelligence Models Md Rafiqul Islam Rabin Aftab Hussain Mohammad Amin Alipour Vincent J. Hellendoorn TDI 103 46 0 16 Jun 2021
Understanding Neural Code Intelligence Through Program Simplification Md Rafiqul Islam Rabin Vincent J. Hellendoorn Mohammad Amin Alipour AAML 117 63 0 07 Jun 2021
Generating Adversarial Computer Programs using Optimized Obfuscations Shashank Srikant Sijia Liu Tamara Mitrovska Shiyu Chang Quanfu Fan Gaoyuan Zhang Una-May O’Reilly AAML 123 48 0 18 Mar 2021
STRATA: Simple, Gradient-Free Attacks for Models of Code Jacob Mitchell Springer Bryn Reinstadler Una-May O’Reilly AAML 60 9 0 28 Sep 2020
TreeCaps: Tree-Based Capsule Networks for Source Code Processing Nghi D. Q. Bui Yijun Yu Lingxiao Jiang 3DPC GNN 79 41 0 05 Sep 2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations Md Rafiqul Islam Rabin Nghi D. Q. Bui Ke Wang Yijun Yu Lingxiao Jiang Mohammad Amin Alipour 166 93 0 31 Jul 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 167 156 0 09 Jul 2020
Generating Natural Adversarial Examples Zhengli Zhao Dheeru Dua Sameer Singh GAN AAML 247 612 0 31 Oct 2017