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circuit netlist

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graph neural network (2) permutation equivariant (1) hypergraph neural network (1) timing prediction (1) directed hypergraph (1) message passing (1) universal approximation (1)

Papers

DE-HNN: An effective neural model for Circuit Netlist representation AISTATS 2024 PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling AAAI 2024