Optimizing LLM Code Suggestions: Feedback-Driven Timing with Lightweight State Bounds

Mohammad Nour Al Awad, Sergey Ivanov, Olga Tikhonova. Optimizing LLM Code Suggestions: Feedback-Driven Timing with Lightweight State Bounds. In 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025 - Workshops, Seoul, Republic of Korea, November 16-20, 2025. pages 213-220, IEEE, 2025. [doi]

@inproceedings{AwadIT25a,
  title = {Optimizing LLM Code Suggestions: Feedback-Driven Timing with Lightweight State Bounds},
  author = {Mohammad Nour Al Awad and Sergey Ivanov and Olga Tikhonova},
  year = {2025},
  doi = {10.1109/ASEW67777.2025.00049},
  url = {https://doi.org/10.1109/ASEW67777.2025.00049},
  researchr = {https://researchr.org/publication/AwadIT25a},
  cites = {0},
  citedby = {0},
  pages = {213-220},
  booktitle = {40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025 - Workshops, Seoul, Republic of Korea, November 16-20, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-8503-7},
}