2 papers
cs.LG2026
AdaStop: Cost-Aware Early Stopping for DNN Test Selection
Bonan Shen, Wei-Jung Huang, Xin Liu +2
Existing methods for testing deep neural networks (DNNs) primarily prioritize test inputs likely to reveal model faults under a fixed labeling budget. In practice, choosing that bu…
cs.SE2026
LLM-Driven CI-CD Workflow Intelligence for Cyber Systems Engineering
Bonan Shen, Jiazhou Gao, Tao Ning +2
CI/CD workflows have become executable operational policy: they decide what gets built, tested, released, and deployed, and they mediate how maintainers interact with delivery infr…