62 citations · 63 across the 3 of their papers we have counts for
3 papers
cs.SE2023
A novel failure indexing approach with run-time values of program variables
Yi Song, Xihao Zhang, Xiaoyuan Xie +3
Failures with different root causes can disturb multi-fault localization significantly, therefore, dividing failures into distinct groups according to the responsible faults is hig…
cs.SE2022★ 1 cited
A Comprehensive Empirical Investigation on Failure Clustering in Parallel Debugging
Yi Song, Xiaoyuan Xie, Quanming Liu +2
The clustering technique has attracted a lot of attention as a promising strategy for parallel debugging in multi-fault scenarios, this heuristic approach (i.e., failure indexing o…
cs.SE2018★ 62 cited
METTLE: a METamorphic testing approach to assessing and validating unsupervised machine LEarning systems
Xiaoyuan Xie, Zhiyi Zhang, Tsong Yueh Chen +3
Unsupervised machine learning is the training of an artificial intelligence system using information that is neither classified nor labeled, with a view to modeling the underlying…