Versatile Multi-stage Graph Neural Network for Circuit Representation

Neural Information Processing Systems 

Integrated circuits (ICs) are extensively used in modern electronic products like computers, smart-phones, and cars. Electronic Design Automation (EDA) includes a set of tools for circuit design in different development stages especially logic synthesis stage and placement stage (Fig.1).

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