Guang Yang

According to our database, Guang Yang authored at least 28 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Chain-of-Thought in Neural Code Generation: From and for Lightweight Language Models.

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, Taolue Chen

IEEE Trans. Software Eng., September, 2024

Bash comment generation via data augmentation and semantic-aware CodeBERT.

Yiheng Shen, Xiaolin Ju, Xiang Chen, Guang Yang

Autom. Softw. Eng., June, 2024

Automatic bi-modal question title generation for Stack Overflow with prompt learning.

Shaoyu Yang, Xiang Chen, Ke Liu, Guang Yang, Chi Yu

Empir. Softw. Eng., May, 2024

How Important Are Good Method Names in Neural Code Generation? A Model Robustness Perspective.

Guang Yang, Yu Zhou, Wenhua Yang, Tao Yue, Xiang Chen, Taolue Chen

ACM Trans. Softw. Eng. Methodol., March, 2024

Context-aware code generation with synchronous bidirectional decoder.

Xiangyu Zhang, Yu Zhou, Guang Yang, Tingting Han, Taolue Chen

J. Syst. Softw., 2024

Automatic smart contract comment generation via large language models and in-context learning.

Junjie Zhao, Xiang Chen, Guang Yang, Yiheng Shen

Inf. Softw. Technol., 2024

Less is More: Towards Green Code Large Language Models via Unified Structural Pruning.

Guang Yang, Yu Zhou, Xiangyu Zhang, Wei Cheng, Ke Liu, Xiang Chen, Terry Yue Zhuo, Taolue Chen

CoRR, 2024

Anchor Attention, Small Cache: Code Generation with Large Language Models.

Xiangyu Zhang, Yu Zhou, Guang Yang, Harald C. Gall, Taolue Chen

CoRR, 2024

Less is More: DocString Compression in Code Generation.

Guang Yang, Yu Zhou, Wei Cheng, Xiangyu Zhang, Xiang Chen, Terry Yue Zhuo, Ke Liu, Xin Zhou, David Lo, Taolue Chen

CoRR, 2024

DeCE: Deceptive Cross-Entropy Loss Designed for Defending Backdoor Attacks.

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, David Lo, Taolue Chen

CoRR, 2024

CodeScore-R: An Automated Robustness Metric for Assessing the FunctionalCorrectness of Code Synthesis.

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang

CoRR, 2024

2023

A syntax-guided multi-task learning approach for Turducken-style code generation.

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Yiran Xu, Tingting Han, Taolue Chen

Empir. Softw. Eng., November, 2023

ExploitGen: Template-augmented exploit code generation based on CodeBERT.

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Tingting Han, Taolue Chen

J. Syst. Softw., 2023

Assessing and Improving Syntactic Adversarial Robustness of Pre-trained Models for Code Translation.

Guang Yang, Yu Zhou, Xiangyu Zhang, Xiang Chen, Tingting Han, Taolue Chen

CoRR, 2023

An Empirical Study of Adversarial Training in Code Comment Generation.

Yiheng Shen, Xiaolin Ju, Xiang Chen, Guang Yang

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Syntax-Aware Retrieval Augmented Code Generation.

Xiangyu Zhang, Yu Zhou, Guang Yang, Taolue Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network.

Hao Shen, Xiaolin Ju, Xiang Chen, Guang Yang

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

CCGIR: Information retrieval-based code comment generation method for smart contracts.

Guang Yang, Ke Liu, Xiang Chen, Yanlin Zhou, Chi Yu, Hao Lin

Knowl. Based Syst., 2022

DualSC: Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning.

Guang Yang, Xiang Chen, Yanlin Zhou, Chi Yu

Proceedings of the IEEE International Conference on Software Analysis, 2022

SOTitle: A Transformer-based Post Title Generation Approach for Stack Overflow.

Ke Liu, Guang Yang, Xiang Chen, Chi Yu

Proceedings of the IEEE International Conference on Software Analysis, 2022

EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks.

Ke Liu, Guang Yang, Xiang Chen, Yanlin Zhou

Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT.

Chi Yu, Guang Yang, Xiang Chen, Ke Liu, Yanlin Zhou

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

2021

DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa.

Guang Yang, Yanlin Zhou, Chi Yu, Xiang Chen

CoRR, 2021

DeepPseudo: Deep Pseudo-code Generation via Transformer and Code Feature Extraction.

Guang Yang, Xiang Chen, Ke Liu, Chi Yu

CoRR, 2021

DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa (S).

Guang Yang, Yanlin Zhou, Chi Yu, Xiang Chen

Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation.

Guang Yang, Xiang Chen, Jinxin Cao, Shuyuan Xu, Zhanqi Cui, Chi Yu, Ke Liu

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

EKD-BSP: Bug Report Severity Prediction by Extracting Keywords from Description.

Yanxin Jia, Xiang Chen, Shuyuan Xu, Guang Yang, Jinxin Cao

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Fine-grained Pseudo-code Generation Method via Code Feature Extraction and Transformer.

Guang Yang, Yanlin Zhou, Xiang Chen, Chi Yu

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021