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

بواسطة BUI, Duy Quoc Nghi
منشور في 2020

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

بواسطة BUI, Duy Quoc Nghi, YU, Yijun
منشور في 2022

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

بواسطة BUI, Duy Quoc Nghi, JIANG, Lingxiao, YU, Yijun
منشور في 2018

TreeCaps: Tree-based capsule networks for source code processing

بواسطة BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
منشور في 2021

Bilateral dependency neural networks for cross-language algorithm classification

بواسطة BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
منشور في 2019

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

بواسطة BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
منشور في 2021

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

بواسطة BUI, Duy Quoc Nghi, Yijun Yu, JIANG, Lingxiao
منشور في 2021

SAR: Learning cross-language API mappings with little knowledge

بواسطة BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
منشور في 2019

AutoFocus: Interpreting attention-based neural networks by code perturbation

بواسطة BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
منشور في 2019

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

بواسطة JAYASUNDARA, Vinoj, BUI, Duy Quoc Nghi, JIANG, Lingxiao, LO, David
منشور في 2019