Convul combines CodeBERT, RGCN, and SubgraphX on a new Concurrency-Aware Code Property Graph, reporting detection F1 of 86% and localization IoU of 15% on the studied benchmarks.
A novel approach of data race detection based on cnn- bilstm hybrid neural network
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Deep Learning Based Concurrency Bug Detection and Localization
Convul combines CodeBERT, RGCN, and SubgraphX on a new Concurrency-Aware Code Property Graph, reporting detection F1 of 86% and localization IoU of 15% on the studied benchmarks.