2 papers
cs.SE2026
ARFT-Transformer: Modeling Metric Dependencies for Cross-Project Aging-Related Bug Prediction
Shuning Ge, Fangyun Qin, Xiaohui Wan +3
Software systems that run for long periods often suffer from software aging, which is typically caused by Aging-Related Bugs (ARBs). To mitigate the risk of ARBs early in the devel…
cs.LG2025
TimeExpert: Boosting Long Time Series Forecasting with Temporal Mix of Experts
Xiaowen Ma, Shuning Ge, Fan Yang +5
Transformer-based architectures dominate time series modeling by enabling global attention over all timestamps, yet their rigid 'one-size-fits-all' context aggregation fails to add…