2 papers
cs.AR2025
The prediction of the quality of results in Logic Synthesis using Transformer and Graph Neural Networks
Chenghao Yang, Zhongda Wang, Yinshui Xia +1
In the logic synthesis stage, structure transformations in the synthesis tool need to be combined into optimization sequences and act on the circuit to meet the specified circuit a…
cs.AR2025
Mixed Structural Choice Operator: Enhancing Technology Mapping with Heterogeneous Representations
Zhang Hu, Hongyang Pan, Yinshui Xia +2
The independence of logic optimization and technology mapping poses a significant challenge in achieving high-quality synthesis results. Recent studies have improved optimization o…