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Energy-bounded Learning for Robust Models of Code



Nghi D. Q. Bui , Yijun Yu

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

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Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis



Dimitris Gkoumas , Qiuchi Li , Shahram Dehdashti , Massimo Melucci , Yijun Yu , Dawei Song

* The uploaded version is a preprint of the accepted AAAI-21 paper 

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



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



Nghi D. Q. Bui , Yijun Yu , Lingxiao Jiang


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TreeCaps: Tree-Based Capsule Networks for Source Code Processing



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



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



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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Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks



Nghi D. Q. Bui , Lingxiao Jiang , Yijun Yu

* Accepted at NL4SE Workshop, AAAI'18 

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