@article{codemuemeasuringcodellmsuncertaintythrou,
  title = {Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs},
  author = {Xiaoning Ren and Yinxing Xue and Lei Ma and Yuheng Huang},
  year = {2026},
  eprint = {2607.12273},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.12273},
}