Zhuomin Chai

13 papers A* 3A 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
An analytical approach and fine-tuning strategy for PCB placement optimization.
Integr.
Hongyu Zhao, Yunhao Hu, Zhuomin Chai, Peng Wei, Shupei He, Wei Liu
2026 J jnl
MARS-Place: Multi-stage alignment-refined strategy for PCB placement and routing optimization.
Integr.
Peng Wei, Yunhao Hu, Zhuomin Chai, Hongyu Zhao, Wei Liu
2025 A* conf
DeepLayout: Learning Neural Representations of Circuit Placement Layout.
ICML
Yuxiang Zhao, Zhuomin Chai, Xun Jiang, Qiang Xu, Runsheng Wang, Yibo Lin
2025 J jnl
Fast and Accurate Cross-PVT Full-Chip Leakage Power Estimation With Multi-Task Learning.
IEEE Access
Zhuomin Chai, Wei Liu, Yibo Lin, Runsheng Wang
2025 J jnl
PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yuxiang Zhao, Zhuomin Chai, Xun Jiang, Yibo Lin, Runsheng Wang, Ru Huang
2024 A* conf
CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment.
ICLR
Xun Jiang, Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Runsheng Wang, Ru Huang
2024 J jnl
PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction.
CoRR
Yuxiang Zhao, Zhuomin Chai, Xun Jiang, Yibo Lin, Runsheng Wang, Ru Huang
2024 A* conf
PowPrediCT: Cross-Stage Power Prediction with Circuit-Transformation-Aware Learning.
DAC
Yufan Du, Zizheng Guo, Xun Jiang, Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Runsheng Wang, Ru Huang
2023 J jnl
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.
Zhuomin Chai, Yuxiang Zhao, Wei Liu, Yibo Lin, Runsheng Wang, Ru Huang
2023 J jnl
HybridNet: Dual-Branch Fusion of Geometrical and Topological Views for VLSI Congestion Prediction.
CoRR
Yuxiang Zhao, Zhuomin Chai, Yibo Lin, Runsheng Wang, Ru Huang
2023 A conf
Invited Paper: Accelerating Routability and Timing Optimization with Open-Source AI4EDA Dataset CircuitNet and Heterogeneous Platforms.
ICCAD
Xun Jiang, Zizheng Guo, Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Runsheng Wang, Ru Huang
2022 J jnl
CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA).
CoRR
Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Wei Liu, Runsheng Wang, Ru Huang
2022 J jnl
CircuitNet: an open-source dataset for machine learning applications in electronic design automation (EDA).
Sci. China Inf. Sci.
Zhuomin Chai, Yuxiang Zhao, Yibo Lin, Wei Liu, Runsheng Wang, Ru Huang