Jiadong Zhu.
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DAC 2025

Efficient Continuous Logic Optimization with Diffusion Model

Yikang Ouyang*, Xiaofei Yu*, Jiadong Zhu, Tinghuan Chen, Yuzhe Ma

Asterisk: Equal contribution.

In 2025 62nd ACM/IEEE Design Automation Conference (DAC), 1–7

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Diffusion-guided logic optimization: circuit and sequence embeddings train a quality-of-results surrogate and a diffusion model, enabling continuous search before mapping back to discrete logic transformations.
Diffusion-guided logic optimization: circuit and sequence embeddings train a quality-of-results surrogate and a diffusion model, enabling continuous search before mapping back to discrete logic transformations.
Logic synthesisOptimizationDiffusion Model

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