DeepGate3: towards scalable circuit representation learning

Z Shi, Z Zheng, S Khan, J Zhong, M Li, Q Xu - arxiv preprint arxiv …, 2024 - arxiv.org
Circuit representation learning has shown promising results in advancing the field of
Electronic Design Automation (EDA). Existing models, such as DeepGate Family, primarily …

[PDF][PDF] CKTSAT: Circuit Preprocessing Driven SAT Solver

J Zhu, Z Shi, Y Liu, Q Xu - SAT COMPETITION 2024 - researchportal.helsinki.fi
we present CKTSAT, a SAT solver driven by circuitbased preprocessing techniques.
Motivated by the rich topological information present in circuits, we propose to consider …