DeepLayout: Learning Neural Representations of Circuit Placement Layout

Yuxiang Zhao; zhuomin chai; Xun Jiang; Qiang Xu; Runsheng Wang; Yibo Lin

2025 ICML ICML 2025

DeepLayout: Learning Neural Representations of Circuit Placement Layout

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

Yuxiang Zhao, zhuomin chai, Xun Jiang, Qiang Xu, Runsheng Wang, Yibo Lin

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Learning Types > Self-Supervised Learning Deep Learning > Architectures > Graph Neural Networks

Keywords

representation learning spatial transformer graph neural network circuit placement layout layout quality assessment mask-based self-supervised learning

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