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Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability. This collection of papers is summarized in the following survey paper; L. Alrahis et al. "Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs," ASP-DAC, 2023.