APA (7th ed.) Citation

Shen, J., Peng, Z., & Owen, L. (2026). Failure-Aware Enhancements for Large Language Model (LLM) Code Generation: An Empirical Study on Decision Framework.

Chicago Style (17th ed.) Citation

Shen, Jianru, Zedong Peng, and Lucy Owen. Failure-Aware Enhancements for Large Language Model (LLM) Code Generation: An Empirical Study on Decision Framework. 2026.

MLA (9th ed.) Citation

Shen, Jianru, et al. Failure-Aware Enhancements for Large Language Model (LLM) Code Generation: An Empirical Study on Decision Framework. 2026.