2023
[EMNLP 2023 findings] Syntax-Aware Retrieval Augmented Code Generation.
Xiangyu Zhang, Yu Zhou*, Guang Yang, and Taolue Chen
[Link] CCF-B
[COMPSAC 2023] EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network.
Hao Shen, Xiaolin Ju*, Xiang Chen and Guang Yang
[Link] CCF-C
[SEKE 2023] CCGRA: Smart Contract Code Comment Generation with Retrieval-enhanced Approach.
Zhenhua Zhang, Shizhan Chen, Guodong Fan, Guang Yang and Zhiyong Feng*
[Link] CCF-C
[SEKE 2023] An Empirical Study of Adversarial Training in Code Comment Generation.
Yiheng Shen, Xiaolin Ju*, Xiang Chen and Guang Yang
[Link] CCF-C
2022
[ICSME 2022] BASHEXPLAINER: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT.
Chi Yu, Guang Yang, Xiang Chen*, Ke Liu and Yanlin Zhou (Chi Yu and Guang Yang are co-first authors)
[SANER 2022] DualSC: Automatic Generation and Summarization of ShellCode via Transformer and Dual Learning.
Guang Yang, Xiang Chen*, Yanlin Zhou and Chi Yu
[SANER 2022] SOTitle: A Transformer-based Post Title Generation Approach for Stack Overflow.
Ke Liu, Guang Yang, Xiang Chen* and Chi Yu (Ke Liu and Guang Yang are co-first authors)
[Internetware 2022] EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks.
Ke Liu, Guang Yang, Xiang Chen* and Yanlin Zhou (Ke Liu and Guang Yang are co-first authors)
[ICBASE 2022] BUG-T5: A Transformer-based Automatic Title Generation Method for Bug Reports.
Xinyi Tian*, Jingkun Wu, Guang Yang
[Link] EI
2021
[APSEC 2021] Fine-grained Pseudo-code Generation Method via Code Feature Extraction and Transformer.
Guang Yang, Yanlin Zhou, Xiang Chen* and Chi Yu
[SEKE 2021] DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa.
Guang Yang, Yanlin Zhou, Chi Yu and Xiang Chen*
[DSA 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
[DSA 2021] EKD-BSP: Bug Report Severity Prediction by Extracting Keywords from Description.
Yanxin Jia, Xiang Chen*, Shuyuan Xu, Guang Yang, Jinxin Cao
[Link] EI