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Nghi D. Q. Bui
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Year
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks
NDQ Bui, J Lingxiao, Y Yu
NL4SE Workshop - AAAI'18, 2017
352017
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees
NDQ Bui, Y Yu, L Jiang
ICSE'21 - 43th International Conference on Software Engineering, 2020
312020
Bilateral Dependency Neural Networks for Cross-Language Algorithm Classification
NDQ Bui, Y Yu, L Jiang
SANER'19 - The 26th edition of the IEEE International Conference on Software …, 2019
302019
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations
NDQ Bui, Y Yu, L Jiang
SIGIR'21 - The 44th ACM Conference on Research and Development in …, 2020
232020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations
M Rabin, R Islam, NDQ Bui, Y Yu, L Jiang, MA Alipour
arXiv preprint arXiv:2008.01566, 2020
232020
AutoFocus: Interpreting Attention-based Neural Networks by Code Perturbation
NDQ Bui, Y Yu, L Jiang
ASE'19 - Proceedings of the 34th IEEE/ACM International Conference on …, 2019
212019
SAR: Learning Cross-Language API Mappings with Little Knowledge
NDQ Bui, Y Yu, L Jiang
ESEC/FSE'19 - 27th ACM Joint European Software Engineering Conference and …, 2019
182019
TreeCaps: Tree-Based Capsule Networks for Source Code Processing
NDQ Bui, Y Yu, L Jiang
AAAI'21 - The 35th AAAI Conference in Artificial Intelligence, 2020
122020
Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code
NDQ Bui, L Jiang
ICSE'18 - 40st International Conference on Software Engineering, 2018
112018
TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing
V Jayasundara, NDQ Bui, L Jiang, D Lo
arXiv preprint arXiv:1910.12306, 2019
82019
Towards Zero Knowledge Learning for Cross Language API Mappings
NDQ Bui
ICSE'19 - 41th International Conference on Software Engineering, 2019
52019
Learning to Represent Programs with Code Hierarchies
M Nguyen, NDQ Bui
arXiv preprint arXiv:2205.15479, 2022
2022
Towards Using Data-Centric Approach for Better Code Representation Learning
A Dau, T Nguyen-Duc, H Thanh-Tung, N Bui
arXiv preprint arXiv:2205.13022, 2022
2022
Energy-bounded Learning for Robust Models of Code
NDQ Bui, Y Yu
arXiv preprint arXiv:2112.11226, 2021
2021
Learning Distributed Representations of Code Snippets from Unlabeled Data
NDQ Bui, Y Yu, L Jiang
2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations
M Rafiqul Islam Rabin, NDQ Bui, K Wang, Y Yu, L Jiang, MA Alipour
arXiv e-prints, arXiv: 2008.01566, 2020
2020
Explainer of Deep Code Learning
NDQ Bui, Y Yu, L Jiang
Hierarchical learning of cross-language mappings through distributed vector representations for code.(2018)
NDQ BUI, L JIANG
ICSE-NIER'18: Proceedings of the 40th International Conference on Software …, 0
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Articles 1–18