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Guang Yang
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Fine-grained pseudo-code generation method via code feature extraction and transformer
G Yang, Y Zhou, X Chen, C Yu
2021 28th Asia-Pacific Software Engineering Conference (APSEC), 213-222, 2021
302021
Comformer: Code comment generation via transformer and fusion method-based hybrid code representation
G Yang, X Chen, J Cao, S Xu, Z Cui, C Yu, K Liu
2021 8th International Conference on Dependable Systems and Their …, 2021
302021
Dualsc: Automatic generation and summarization of shellcode via transformer and dual learning
G Yang, X Chen, Y Zhou, C Yu
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
292022
CCGIR: Information retrieval-based code comment generation method for smart contracts
G Yang, K Liu, X Chen, Y Zhou, C Yu, H Lin
Knowledge-Based Systems 237, 107858, 2022
262022
ExploitGen: Template-augmented exploit code generation based on CodeBERT
G Yang, Y Zhou, X Chen, X Zhang, T Han, T Chen
Journal of Systems and Software 197, 111577, 2023
252023
Sotitle: A transformer-based post title generation approach for stack overflow
K Liu, G Yang, X Chen, C Yu
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
202022
BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT
C Yu, G Yang, X Chen, K Liu, Y Zhou
2022 IEEE International Conference on Software Maintenance and Evolution …, 2022
162022
EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks
K Liu, G Yang, X Chen, Y Zhou
Proceedings of the 13th Asia-Pacific Symposium on Internetware, 147-155, 2022
102022
DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa
G Yang, Y Zhou, C Yu, X Chen
arXiv preprint arXiv:2110.00914, 2021
72021
EKD-BSP: Bug Report Severity Prediction by Extracting Keywords from Description
Y Jia, X Chen, S Xu, G Yang, J Cao
2021 8th International Conference on Dependable Systems and Their …, 2021
52021
How Important are Good Method Names in Neural Code Generation? A Model Robustness Perspective
G Yang, Y Zhou, W Yang, T Yue, X Chen, T Chen
ACM Transactions on Software Engineering and Methodology, 2023
32023
A Syntax-Guided Multi-Task Learning Approach for Turducken-Style Code Generation
G Yang, Y Zhou, X Chen, X Zhang, Y Xu, T Han, T Chen
Empirical Software Engineering 28 (141), 2023
32023
EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network
H Shen, X Ju, X Chen, G Yang
2023 IEEE 47th Annual Computers, Software, and Applications Conference …, 2023
22023
Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models
G Yang, Y Zhou, X Chen, X Zhang, TY Zhuo, T Chen
arXiv preprint arXiv:2312.05562, 2023
12023
Assessing and Improving Syntactic Adversarial Robustness of Pre-trained Models for Code Translation
G Yang, Y Zhou, X Zhang, X Chen, T Han, T Chen
arXiv preprint arXiv:2310.18587, 2023
12023
BUG-T5: A Transformer-based Automatic Title Generation Method for Bug Reports
X Tian, J Wu, G Yang
12022
基于深度学习的 Stack Overflow 问题帖分类方法.
杨光, 贾焱鑫, 陈翔, 许舒源
Jilin Daxue Xuebao (Lixue Ban)/Journal of Jilin University (Science Edition …, 2021
12021
代码注释自动生成方法综述
陈翔, 杨光, 崔展齐, 孟国柱, 王赞
软件学报 32 (7), 2118-2141, 2021
12021
Automatic smart contract comment generation via large language models and in-context learning
J Zhao, X Chen, G Yang, Y Shen
Information and Software Technology, 107405, 2024
2024
Guard2Vul: Vulnerability Detection viaGradient-based Adversarial TrainingEnhanced Graph Learning
H Shen, X Ju, W Li, X Chen, G Yang
2024
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