| 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 | 57 | 2023 |
| 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 IEEE Transactions on Software Engineering, 2024 | 56 | 2024 |
| 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 | 46 | 2022 |
| 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 | 45 | 2022 |
| 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 | 43 | 2021 |
| 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 | 41 | 2022 |
| 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 33, 2024 | 40 | 2024 |
| 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 | 39 | 2021 |
| 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 168, 107405, 2024 | 38 | 2024 |
| 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 | 37 | 2022 |
| 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 | 28 | 2022 |
| 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 Information and Software Technology 181, 107699, 2025 | 26 | 2025 |
| Syntax-aware retrieval augmented code generation X Zhang, Y Zhou, G Yang, T Chen Findings of the Association for Computational Linguistics: EMNLP 2023, 1291-1302, 2023 | 25 | 2023 |
| 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 | 20 | 2023 |
| DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa G Yang, Y Zhou, C Yu, X Chen arXiv preprint arXiv:2110.00914, 2021 | 18 | 2021 |
| 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 | 13 | 2021 |
| Defending Code Language Models against Backdoor Attacks with Deceptive Cross-Entropy Loss G Yang, Y Zhou, X Zhang, X Chen, T Zhuo, D Lo, T Chen ACM Transactions on Software Engineering and Methodology, 2025 | 11* | 2025 |
| Bash comment generation via data augmentation and semantic-aware CodeBERT Y Shen, X Ju, X Chen, G Yang Automated Software Engineering 31 (1), 30, 2024 | 9 | 2024 |
| Automatic bi-modal question title generation for Stack Overflow with prompt learning S Yang, X Chen, K Liu, G Yang, C Yu Empirical Software Engineering 29 (3), 63, 2024 | 9 | 2024 |
| Less is More: DocString Compression in Code Generation G Yang, Y Zhou, W Cheng, X Zhang, X Chen, T Zhuo, K Liu, X Zhou, D Lo, ... ACM Transactions on Software Engineering and Methodology, 2025 | 8 | 2025 |
Xiang Chen （陈翔）Associate Professor, Nantong University, ChinaVerified email at ntu.edu.cn
