A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design

Zhihai Wang; Lei Chen; Jie Wang; Yinqi Bai; Xing Li; Xijun Li; Mingxuan Yuan; Jianye Hao; Yongdong Zhang; Feng Wu

2024 ICML ICML 2024

A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Zhihai Wang, Lei Chen, Jie Wang, Yinqi Bai, Xing Li, Xijun Li, Mingxuan Yuan, Jianye Hao, Yongdong Zhang, Feng Wu

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Domain Adaptation Deep Learning > Architectures > Graph Neural Networks

Keywords

out-of-distribution generalization domain-invariant representation circuit domain generalization prunex resub heuristic transformation-invariant domain knowledge

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