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Learning to Represent Programs with Code Hierarchies


May 31, 2022
Minh Nguyen, Nghi D. Q. Bui


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Energy-bounded Learning for Robust Models of Code


Dec 20, 2021
Nghi D. Q. Bui, Yijun Yu

* arXiv admin note: text overlap with arXiv:2010.03759 by other authors 

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InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees


Dec 15, 2020
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

* Accepted at ICSE 2021 

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Learning Distributed Representations of Code Snippets from Unlabeled Data


Dec 13, 2020
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang


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Efficient Framework for Learning Code Representations through Semantic-Preserving Program Transformations


Oct 09, 2020
Nghi D. Q. Bui


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TreeCaps: Tree-Based Capsule Networks for Source Code Processing


Sep 05, 2020
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang


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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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SAR: Learning Cross-Language API Mappings with Little Knowledge


Jun 10, 2019
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

* Accepted at the 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 

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Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code


Mar 13, 2018
Nghi D. Q. Bui, Lingxiao Jiang

* Accepted at ICSE'18 

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