用大模型学bug上下文，精准提升PyTorch到JAX代码翻译的鲁棒性。
arXiv:2510.09898v2 Announce Type: replace-cross Abstract: Large language models (LLMs) have shown strong performance on code translation between widel…
大模型自动化翻译遗留科学代码为可微分框架，直接应用于地表模型，为科学计算现代化提供系统方案
arXiv:2606.07681v1 Announce Type: cross Abstract: Differentiable programming offers transformative capabilities for scientific modeling, enabling grad…
提出基于对话的代码翻译数据生成方法，突破传统代码对局限，显著提升LLM跨语言代码翻译性能。
arXiv:2512.03086v2 Announce Type: replace-cross Abstract: Large language models (LLMs) have shown remarkable capabilities in code translation, yet the…
arXiv论文页面，展示利用元步骤解码和验证器引导的代码翻译前沿研究，助力AI代码翻译质量提升。
arXiv:2605.17626v1 Announce Type: new Abstract: Test-time scaling is an important mechanism for improving large language models, especially on tasks w…