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Circuit Design Completion using Graph Neural Networks

Published Feb 20235 min read8 comments
Electronic Design Automation (EDA) tools are widely used in circuit design and greatly assist designers in handling the complexities and challenges of circuit design and evaluation. There have been numerous...
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On Augmenting Topological Graph Representations for Attributed Graphs

Published Jan. 20233 min read26 comments
Graph representations based on embedding methods allow for easier analysis of the network structure and can be used for a variety of tasks, such as link prediction and node classification. These methods have been shown to be effective in a variety of settings and have become an important tool in the field of graph learning. These methods are easy to implement, and their predictions yield ...
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