Liu, Fang

Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code

Liu, F., Liu, Y., Shi, L., Yang, Z., Zhang, L., Lian, X., Li, Z., & Ma, Y. (2024) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 188

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation

Yang, Z., Liu, F., Yu, Z., Keung, J. W., Li, J., Liu, S., Hong, Y., Ma, X., Jin, Z., & Li, G. (2024) · Proceedings of the ACM on Software Engineering

Software Engineering ResearchNatural Language Processing Techniques

Cited by 104

Large Language Model-Aware In-Context Learning for Code Generation

Li, J., Li, G., Tao, C., Li, J., Zhang, H., Liu, F., & Jin, Z. (2023) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 32

Large Language Model-Aware In-Context Learning for Code Generation

Li, J., Tao, C., Li, J., Li, G., Jin, Z., Zhang, H., Fang, Z., & Liu, F. (2025) · ACM Transactions on Software Engineering and Methodology

Software Engineering ResearchTopic Modeling

Cited by 32

Non-Autoregressive Line-Level Code Completion

Liu, F., Fu, Z., Li, G., Jin, Z., Liu, H., Hao, Y., & Zhang, L. (2024) · ACM Transactions on Software Engineering and Methodology

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 22

GraphCodeAgent: Dual Graph-Guided LLM Agent for Retrieval-Augmented Repo-Level Code Generation

Li, J., Shi, X., Zhang, K., Li, G., Jin, Z., Li, L., Zhang, H., Li, J., Liu, F., Zhang, Y., et al. (2025) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 3