Zhuomin Chai

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Learning Strategies

Topological Properties

Machine Learning

Heterogeneous Platforms

Top Venues

Sci. China Inf. Sci.

Publications

Xun Jiang, Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Runsheng Wang, Ru Huang
CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment. ICLR (2024)
Yuxiang Zhao, Zhuomin Chai, Xun Jiang, Yibo Lin, Runsheng Wang, Ru Huang
PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction. CoRR (2024)
Yuxiang Zhao, Zhuomin Chai, Yibo Lin, Runsheng Wang, Ru Huang
HybridNet: Dual-Branch Fusion of Geometrical and Topological Views for VLSI Congestion Prediction. CoRR (2023)
Xun Jiang, Zizheng Guo, Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Runsheng Wang, Ru Huang
Invited Paper: Accelerating Routability and Timing Optimization with Open-Source AI4EDA Dataset CircuitNet and Heterogeneous Platforms. ICCAD (2023)
Zhuomin Chai, Yuxiang Zhao, Wei Liu, Yibo Lin, Runsheng Wang, Ru Huang
CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications With Improved Domain-Specific Evaluation Metric and Learning Strategies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Wei Liu, Runsheng Wang, Ru Huang
CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA). CoRR (2022)
Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Wei Liu, Runsheng Wang, Ru Huang
CircuitNet: an open-source dataset for machine learning applications in electronic design automation (EDA). Sci. China Inf. Sci. 65 (12) (2022)