no code implementations • 27 Mar 2024 • Yuxiang Zhao, Zhuomin Chai, Xun Jiang, Yibo Lin, Runsheng Wang, Ru Huang
We are the first work to apply graph structure to deep-learning based dynamic IR drop prediction method.
no code implementations • 7 May 2023 • Yuxiang Zhao, Zhuomin Chai, Yibo Lin, Runsheng Wang, Ru Huang
Accurate early congestion prediction can prevent unpleasant surprises at the routing stage, playing a crucial character in assisting designers to iterate faster in VLSI design cycles.
no code implementations • 1 Aug 2022 • Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Wei Liu, Runsheng Wang, Ru Huang
The electronic design automation (EDA) community has been actively exploring machine learning (ML) for very large-scale integrated computer-aided design (VLSI CAD).