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Yun Peng
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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
882022
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
282021
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
262022
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
202022
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
122022
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
102023
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
92024
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
62023
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
32023
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
22023
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
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
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