No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence C Wang, Y Yang, C Gao, Y Peng, H Zhang, MR Lyu Proceedings of the 30th ACM joint European software engineering conference …, 2022 | 89 | 2022 |
Static inference meets deep learning: a hybrid type inference approach for python Y Peng, C Gao, Z Li, B Gao, D Lo, Q Zhang, M Lyu Proceedings of the 44th International Conference on Software Engineering …, 2022 | 47* | 2022 |
An empirical study for common language features used in python projects Y Peng, Y Zhang, M Hu 2021 IEEE International Conference on Software Analysis, Evolution and …, 2021 | 28 | 2021 |
Source code summarization with structural relative position guided transformer Z Gong, C Gao, Y Wang, W Gu, Y Peng, Z Xu 2022 IEEE International Conference on Software Analysis, Evolution and …, 2022 | 26 | 2022 |
Revisiting, benchmarking and exploring api recommendation: How far are we? Y Peng, S Li, W Gu, Y Li, W Wang, C Gao, MR Lyu IEEE Transactions on Software Engineering 49 (4), 1876-1897, 2022 | 20 | 2022 |
A closer look into transformer-based code intelligence through code transformation: Challenges and opportunities Y Li, S Qi, C Gao, Y Peng, D Lo, Z Xu, MR Lyu arXiv preprint arXiv:2207.04285, 2022 | 12 | 2022 |
Generative Type Inference for Python Y Peng, C Wang, W Wang, C Gao, MR Lyu 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 11 | 2023 |
Domain knowledge matters: Improving prompts with fix templates for repairing python type errors Y Peng, S Gao, C Gao, Y Huo, M Lyu Proceedings of the 46th IEEE/ACM International Conference on Software …, 2024 | 10 | 2024 |
API usage recommendation via multi-view heterogeneous graph representation learning Y Chen, C Gao, X Ren, Y Peng, X Xia, MR Lyu IEEE Transactions on Software Engineering, 2023 | 6 | 2023 |
Reef: A framework for collecting real-world vulnerabilities and fixes C Wang, Z Li, Y Pena, S Gao, S Chen, S Wang, C Gao, MR Lyu 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 4 | 2023 |
Prompt Tuning in Code Intelligence: An Experimental Evaluation C Wang, Y Yang, C Gao, Y Peng, H Zhang, MR Lyu IEEE Transactions on Software Engineering, 2023 | 2 | 2023 |
Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem Y Peng, R Hu, R Wang, C Gao, S Li, MR Lyu Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024 | 1 | 2024 |
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context Y Li, Y Peng, Y Huo, MR Lyu arXiv preprint arXiv:2402.03630, 2024 | | 2024 |