3 papers
cs.SE2026
Modeling and Recovering Hierarchical Structural Architectures of ROS 2 Systems from Code and Launch Configurations using LLM-based Agents
Mohamed Benchat, Dominique Briechle, Raj Chanchad +9
Model-Driven Engineering (MDE) relies on explicit architecture models to document and evolve systems across abstraction levels. For ROS~2, subsystem structure is often encoded impl…
cs.SE2025
Towards Benchmarking Design Pattern Detection Under Obfuscation: Reproducing and Evaluating Attention-Based Detection Method
Manthan Shenoy, Andreas Rausch
This paper investigates the semantic robustness of attention-based classifiers for design pattern detection, particularly focusing on their reliance on structural and behavioral se…
stat.AP2025
Analysis of Patterns in Recorded Signals of Software Systems With a Variance Based Segmentation Algorithm
Bojan LukiÄ, Thorben Knust, Andreas Rausch
Due to the increasing complexity and interconnectedness of different components in modern automotive software systems there is a great number of interactions between these system c…