Matthias Tichy
3 papers · Latest:
Software Engineering
Exploring the Effectiveness of Abstract Syntax Tree Patterns for Algorithm Recognition
This paper introduces an AST-pattern-based approach for automatic algorithm recognition, outperforming LLMs and clone detection tools.
2605.06098
Software EngineeringSupporting the Comprehension of Data Analysis Scripts
flowR is an IDE extension for R that improves data analysis script comprehension and maintainability through dataflow visualization and static analysis.
2604.15963
Software EngineeringCombining Static Code Analysis and Large Language Models Improves Correctness and Performance of Algorithm Recognition
Combining static analysis with LLMs significantly improves algorithm recognition, reducing runtime and boosting accuracy, even with obfuscated code.
2604.03048
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