CircuitFusion is a pretrained multimodal circuit encoder that fuses HDL code, structural graphs, and GPT-generated function summaries, and achieves state-of-the-art early-stage PPA prediction across five tasks.
Vlmo: Unified vision-language pre-training with mixture-of-modality-experts
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CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
CircuitFusion is a pretrained multimodal circuit encoder that fuses HDL code, structural graphs, and GPT-generated function summaries, and achieves state-of-the-art early-stage PPA prediction across five tasks.