3 citations · 8 across the 10 of their papers we have counts for
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cs.CR2022★ 2 cited
The Dark Side: Security Concerns in Machine Learning for EDA
Zhiyao Xie, Jingyu Pan, Chen-Chia Chang +1
The growing IC complexity has led to a compelling need for design efficiency improvement through new electronic design automation (EDA) methodologies. In recent years, many unprece…
cs.LG2022★ 1 cited
Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie +5
Applying machine learning (ML) in design flow is a popular trend in EDA with various applications from design quality predictions to optimizations. Despite its promise, which has b…