GRAPHIA uses graph neural network link prediction on whole-program graphs to rank candidate callees for unresolved JavaScript call sites, placing the correct one in the top 5 for 72% of cases.
A user-guided approach to program analysis,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Call Me Maybe: Enhancing JavaScript Call Graph Construction using Graph Neural Networks
GRAPHIA uses graph neural network link prediction on whole-program graphs to rank candidate callees for unresolved JavaScript call sites, placing the correct one in the top 5 for 72% of cases.