I Can't Share Code, but I need Translation--An Empirical Study on Code Translation through Federated LLM

J Kumar, VLS Janapati, MR Tanguturi… - arxiv preprint arxiv …, 2025 - arxiv.org
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 …

A Comprehensive Study of Bug-Fix Patterns in Autonomous Driving Systems

Y Chen, Y Huai, Y He, S Li, C Hong, QA Chen… - arxiv preprint arxiv …, 2025 - arxiv.org
As autonomous driving systems (ADSes) become increasingly complex and integral to daily
life, the importance of understanding the nature and mitigation of software bugs in these …

Gradient Scale Monitoring for Federated Learning Systems

K Bogacka, A Danilenka… - Journal of Automation …, 2024 - jamris.org
As the computational and communicational capabilities of edge and IoT devices grow, so do
the opportunities for novel Machine Learning solutions. This leads to an increase in …