1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation
Pingyi Fan, Anbai Jiang, Shuwei Zhang +9
Industrial signal analysis is hindered by severe data heterogeneity, which we characterize as the M5 problem. Existing solutions rely on specialized models that lack robustness and…
cs.LG2026★ 1 cited
SARNet: A Spike-Aware consecutive validation Framework for Accurate Remaining Useful Life Prediction
Junhao Fan, Wenrui Liang, Wei-Qiang Zhang
Accurate prediction of remaining useful life (RUL) is essential to enhance system reliability and reduce maintenance risk. Yet many strong contemporary models are fragile around fa…