The divergence of ASIC designs makes it difficult to run commonly used modern sequencing analysis pipelines due to software ...

To address these challenges, we propose the Linear Graph Network (LGNet), which theoretically compresses multi-layer GCNs into a single layer, enabling the embedding of new nodes during inference.

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