Search Results - Guochao Li
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Unlabeled-Data-Enhanced Tool Remaining Useful Life Prediction Based on Graph Neural Network
Published 2025-06-01Get full textRemaining useful life (RUL) prediction of cutting tools plays an important role in modern manufacturing because it provides the criterion used in decisions to replace worn cutting tools just in time so that machining deficiency and unnecessary costs will be restrained. However, the performance of ex...
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CellMemory: hierarchical interpretation of out-of-distribution cells using bottlenecked transformer
Published 2025-06-01Get full textAbstract Machine learning methods, especially Transformer architectures, have been widely employed in single-cell omics studies. However, interpretability and accurate representation of out-of-distribution (OOD) cells remains challenging. Inspired by the global workspace theory in cognitive neurosci...
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