Novel deep learning methods combined with static analysis for source code processing

by BUI, Duy Quoc Nghi
Published 2020

Towards robust models of code via energy-based learning on auxiliary datasets

by BUI, Duy Quoc Nghi, YU, Yijun
Published 2022

Cross-language learning for program classification using bilateral tree-based convolutional neural networks

by BUI, Duy Quoc Nghi, JIANG, Lingxiao, YU, Yijun
Published 2018

TreeCaps: Tree-based capsule networks for source code processing

by BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Published 2021

Bilateral dependency neural networks for cross-language algorithm classification

by BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Published 2019

InferCode: Self-supervised learning of code representations by predicting subtrees

by BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Published 2021

Self-supervised contrastive learning for code retrieval and summarization via semantic-preserving transformations

by BUI, Duy Quoc Nghi, Yijun Yu, JIANG, Lingxiao
Published 2021

SAR: Learning cross-language API mappings with little knowledge

by BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Published 2019

AutoFocus: Interpreting attention-based neural networks by code perturbation

by BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Published 2019

TreeCaps: Tree-Structured Capsule Networks for program source code processing

by JAYASUNDARA, Vinoj, BUI, Duy Quoc Nghi, JIANG, Lingxiao, LO, David
Published 2019