Project-Level C-to-Rust Translation via Pointer Knowledge Graphs
📰 ArXiv cs.AI
Learn how to translate C code to safe Rust using Pointer Knowledge Graphs and LLM-based methods for project-level translation
Action Steps
- Build a Pointer Knowledge Graph to represent C code structure
- Apply LLM-based translation methods to generate idiomatic Rust code
- Configure the translation process to handle project-level complexity
- Test the translated Rust code for memory safety and correctness
- Compare the results with traditional rule-based approaches to evaluate the effectiveness of the LLM-based method
Who Needs to Know This
Software engineers and developers working on projects that require memory safety can benefit from this approach, as it enables them to leverage the safety features of Rust while still utilizing their existing C codebase
Key Insight
💡 LLM-based methods can generate more idiomatic and safer Rust code than traditional rule-based approaches
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Translate C to safe Rust using Pointer Knowledge Graphs & LLMs!
Full Article
Title: Project-Level C-to-Rust Translation via Pointer Knowledge Graphs
Abstract:
arXiv:2510.10956v2 Announce Type: replace-cross Abstract: Translating C code into safe Rust is an effective way to ensure memory safety. Compared to rule-based approaches, which often produce largely unsafe Rust code, LLM-based methods generate more idiomatic and safer Rust by leveraging extensive training on human-written code. Despite their promise, existing LLM-based approaches still struggle with project-level C-to-Rust translation. They typically partition a C project into smaller units (e.
Abstract:
arXiv:2510.10956v2 Announce Type: replace-cross Abstract: Translating C code into safe Rust is an effective way to ensure memory safety. Compared to rule-based approaches, which often produce largely unsafe Rust code, LLM-based methods generate more idiomatic and safer Rust by leveraging extensive training on human-written code. Despite their promise, existing LLM-based approaches still struggle with project-level C-to-Rust translation. They typically partition a C project into smaller units (e.
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