Yinan Huang

A Benchmark on Directed Graph Representation Learning in Hardware Designs

2024 · arXiv (Cornell University)

To keep pace with the rapid advancements in design complexity within modern computing systems, directed graph representation learning (DGRL) has become crucial, particularly for encoding circuit netlists, computational graphs, and developing surrogate models for hardware …