Adding control-flow and data-flow edges to abstract syntax trees helps some graph neural networks but not others, and the best model (GMN) works well even on plain syntax trees.
Detecting code clones with graph neural network and flow-augmented abstract syntax tree,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection
Adding control-flow and data-flow edges to abstract syntax trees helps some graph neural networks but not others, and the best model (GMN) works well even on plain syntax trees.