📰 Conference

2023

• EMNLP'23 Syntax-Aware Retrieval Augmented Code Generation.
  Xiangyu Zhang, Yu Zhou, Guang Yang, and Taolue Chen.
  In Findings of the Association for Computational Linguistics: EMNLP 2023, December, 2023. (CCF-B)
  [Code] [DOI]

• COMPSAC'23 EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network.
  Hao Shen, Xiaolin Ju, Xiang Chen, and Guang Yang.
  In Proceedings of the 47th Annual Computers, Software, and Applications Conference (COMPSAC), June, 2023. (CCF-C)
  [DOI]

• SEKE'23 CCGRA: Smart Contract Code Comment Generation with Retrieval-enhanced Approach.
  Zhenhua Zhang, Shizhan Chen, Guodong Fan, Guang Yang, and Zhiyong Feng.
  In Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering (SEKE), July, 2023. (CCF-C)
  [Code] [DOI]

• SEKE'23 An Empirical Study of Adversarial Training in Code Comment Generation.
  Yiheng Shen, Xiaolin Ju, Xiang Chen, and Guang Yang.
  In Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering (SEKE), July, 2023. (CCF-C)
  [DOI]

2022

• ICSME'22 BASHEXPLAINER: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT.
  Chi Yu, Guang Yang, Xiang Chen, Ke Liu, and Yanlin Zhou. (co-first authors) In Proceedings of the 37th IEEE International Conference on Software Maintenance and Evolution (ICSME), October, 2022. (CCF-B)
  [Code] [DOI]

• SANER'22 DualSC: Automatic Generation and Summarization of ShellCode via Transformer and Dual Learning.
  Guang Yang, Xiang Chen, Yanlin Zhou, and Chi Yu.
  In Proceedings of the 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), March, 2022. (CCF-B)
  [Code] [DOI]

• SANER'22 SOTitle: A Transformer-based Post Title Generation Approach for Stack Overflow.
  Ke Liu, Guang Yang, Xiang Chen, and Chi Yu. (co-first authors) In Proceedings of the 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), March, 2022. (CCF-B)
  [Code] [DOI] [Model]

• Internetware'22 EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks.
  Ke Liu, Guang Yang, Xiang Chen, and Yanlin Zhou. (co-first authors) In Proceedings of the 13th Asia-Pacific Symposium on Internetware (Internetware), June, 2022. (CCF-C)
  [Code] [DOI]

• ICBASE'22 BUG-T5: A Transformer-based Automatic Title Generation Method for Bug Reports.
  Xinyi Tian, Jingkun Wu, and Guang Yang In Proceedings of the 3rd International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE), June, 2022. [Code] [DOI]

2021

• APSEC'21 Fine-grained Pseudo-code Generation Method via Code Feature Extraction and Transformer.
  Guang Yang, Yanlin Zhou, Xiang Chen, and Chi Yu.
  In Proceedings of the 28th Asia-Pacific Software Engineering Conference (APSEC), December, 2021. (CCF-C)
  [Code] [DOI]

• SEKE'21 DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa.
  Guang Yang, Yanlin Zhou, Chi Yu, and Xiang Chen.
  In Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering (SEKE), July, 2021. (CCF-C)
  [DOI]

• DSA'21 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, and Ke Liu.
  In Proceedings of the 8th International Conference on Dependable Systems and Their Applications (DSA), August, 2021.
  [Code] [DOI] [Model]

• DSA'21 EKD-BSP: Bug Report Severity Prediction by Extracting Keywords from Description.
  Yanxin Jia, Xiang Chen, Shuyuan Xu, Guang Yang, and Jinxin Cao.
  In Proceedings of the 8th International Conference on Dependable Systems and Their Applications (DSA), August, 2021.
  [DOI]