4 papers
Mitigating False Positives in Static Memory Safety Analysis of Rust Programs via Reinforcement Learning
Akilesh P, Leuson Da Silva, Foutse Khomh +1
Static analysis tools are essential for ensuring memory safety in Rust programs, particularly as Rust gains adoption in safety-critical domains. However, existing tools such as Rud…
I Can't Share Code, but I need Translation -- An Empirical Study on Code Translation through Federated LLM
Jahnavi Kumar, Venkata Lakshmana Sasaank Janapati, Mokshith Reddy Tanguturi +1
Owing to the rapid evolution of technologies and project requirements, organizations need to upgrade the code base in their software projects to a new version of the programming la…
Code Review Automation Via Multi-task Federated LLM -- An Empirical Study
Jahnavi Kumar, Sridhar Chimalakonda
Code review is a crucial process before deploying code to production, as it validates the code, provides suggestions for improvements, and identifies errors such as missed edge cas…
CPPJoules: An Energy Measurement Tool for C++
Shivadharshan S, Akilesh P, Rajrupa Chattaraj +1
With the increasing complexity of modern software and the demand for high performance, energy consumption has become a critical factor for developers and researchers. While much of…