DeepCell fuses AIG and post-mapping netlist views with masked autoencoding, achieving 2.77% lower ECO patch cost and 15-16% lower area-delay product in technology mapping.
Gamora: Graph learning based symbolic reasoning for large-scale boolean networks,
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DeepCell: Self-Supervised Multiview Fusion for Circuit Representation Learning
DeepCell fuses AIG and post-mapping netlist views with masked autoencoding, achieving 2.77% lower ECO patch cost and 15-16% lower area-delay product in technology mapping.