1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.SE2025
New Formulation of DNN Statistical Mutation Killing for Ensuring Monotonicity: A Technical Report
Jinhan Kim, Nargiz Humbatova, Gunel Jahangirova +2
Mutation testing has emerged as a powerful technique for evaluating the effectiveness of test suites for Deep Neural Networks. Among existing approaches, the statistical mutant kil…
cs.SE2023★ 1 cited
Repairing DNN Architecture: Are We There Yet?
Jinhan Kim, Nargiz Humbatova, Gunel Jahangirova +2
As Deep Neural Networks (DNNs) are rapidly being adopted within large software systems, software developers are increasingly required to design, train, and deploy such models into…