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    Pre-Routing Slack Prediction Based on Graph Attention Network by Jinke Li, Jiahui Hu, Yue Wu, Xiaoyan Yang

    Published 2025-05-01
    “…Evaluated on 21 real circuits, the framework achieved a 16.62% improvement in average <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula> score for slack prediction and a 15.55% reduction in runtime compared to the state-of-the-art (SOTA) method.…”
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