avatar

Guang Yang

Learning && Loving

Conference

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)

    [Link] [Github] CCF-B

  • [SANER 2022] DualSC: Automatic Generation and Summarization of ShellCode via Transformer and Dual Learning.

    Guang Yang, Xiang Chen*, Yanlin Zhou and Chi Yu

    [Link] [Github] CCF-B

  • [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)

    [Link] [Github] [Model] CCF-B

  • [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)

    [Link] [Github] CCF-C

  • [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

    [Link] [Github] CCF-C

  • [SEKE 2021] DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa.

    Guang Yang, Yanlin Zhou, Chi Yu and Xiang Chen*

    [Link] [Model] CCF-C

  • [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

    [Link] [Github] [Model] EI

  • [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