DeepCut: Structure-Aware GNN Framework for Efficient Cut Timing Prediction in Logic Synthesis

Lingfeng Zhou, Yilong Zhou, Hao Gong, Zhengyuan Shi, Qiang Xu 0001, Zhufei Chu, Yue Wu, Xiaoyan Yang. DeepCut: Structure-Aware GNN Framework for Efficient Cut Timing Prediction in Logic Synthesis. In 31st Asia and South Pacific Design Automation Conference, ASP-DAC 2026, Lantau, Hong Kong, January 19-22, 2026. pages 297-303, IEEE, 2026. [doi]

Authors

Lingfeng Zhou

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Yilong Zhou

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Hao Gong

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Zhengyuan Shi

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Qiang Xu 0001

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Zhufei Chu

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Yue Wu

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Xiaoyan Yang

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