Denys Poshyvanyk
1 indexed paper
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126
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2026
Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs
This paper introduces Athena, a novel impact analysis approach that combines dependence graph information with conceptual coupling using deep representation learning.
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cs.SEEmpiricalRecentJul 25, 2026
Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs
Yanfu Yan, Nathan Cooper, Kevin Moran, Gabriele Bavota +2 more
This paper introduces Athena, a novel impact analysis approach that combines dependence graph information with conceptual coupling using deep representation learning.
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