@article{cvedrlanefficientcodeverifierviadifficul, title = {CVeDRL: An Efficient Code Verifier via Difficulty-aware Reinforcement Learning}, author = {Ji Shi and Peiming Guo and Meishan Zhang and Miao Zhang and Xuebo Liu and Min Zhang and Weili Guan}, year = {2026}, eprint = {2601.22803}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22803}, }