20 citations · 23 across the 6 of their papers we have counts for
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cs.LG2024
DNN Modularization via Activation-Driven Training
Tuan Ngo, Abid Hassan, Saad Shafiq +1
Deep Neural Networks (DNNs) tend to accrue technical debt and suffer from significant retraining costs when adapting to evolving requirements. Modularizing DNNs offers the promise…
cs.SE2024★ 20 cited
Toward Improved Deep Learning-based Vulnerability Detection
Adriana Sejfia, Satyaki Das, Saad Shafiq +1
Deep learning (DL) has been a common thread across several recent techniques for vulnerability detection. The rise of large, publicly available datasets of vulnerabilities has fuel…