MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation

MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation

6 October 2022

Yuejun Guo

Papers citing "MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation"

9 / 9 papers shown

Title
Semantic-Preserving Transformations as Mutation Operators: A Study on Their Effectiveness in Defect Detection Max Hort Linas Vidziunas Leon Moonen 54 0 0 30 Mar 2025
A Survey on Adversarial Machine Learning for Code Data: Realistic Threats, Countermeasures, and Interpretations Yulong Yang Haoran Fan Chenhao Lin Qian Li Zhengyu Zhao Chao Shen Xiaohong Guan AAML 48 0 0 12 Nov 2024
Data Quality Issues in Vulnerability Detection Datasets Yuejun Guo Seifeddine Bettaieb AAML 30 4 0 08 Oct 2024
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing Zeming Dong Qiang Hu Zhenya Zhang Yuejun Guo Maxime Cordy Mike Papadakis Yves Le Traon Jianjun Zhao 29 3 0 06 Oct 2022
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 208 624 0 20 May 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 198 1,105 0 09 Feb 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 197 176 0 05 Feb 2021
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 61 152 0 13 Feb 2020
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 34 120 0 11 Jul 2016