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Haoyu Yang
Haoyu Yang
Verified email at nvidia.com - Homepage
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Year
Machine learning for electronic design automation: A survey
G Huang, J Hu, Y He, J Liu, M Ma, Z Shen, J Wu, Y Xu, H Zhang, K Zhong, ...
ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (5 …, 2021
2042021
GAN-OPC: Mask optimization with lithography-guided generative adversarial nets
H Yang, S Li, Y Ma, B Yu, EFY Young
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
1572018
Layout hotspot detection with feature tensor generation and deep biased learning
H Yang, J Su, Y Zou, B Yu, EFY Young
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
1452017
Imbalance aware lithography hotspot detection: a deep learning approach
H Yang, L Luo, J Su, C Lin, B Yu
Journal of Micro/Nanolithography, MEMS, and MOEMS 16 (3), 033504-033504, 2017
1152017
Faster region-based hotspot detection
R Chen, W Zhong, H Yang, H Geng, X Zeng, B Yu
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
542019
Lithography hotspot detection: From shallow to deep learning
H Yang, Y Lin, B Yu, EFY Young
2017 30th IEEE International System-on-Chip Conference (SOCC), 233-238, 2017
522017
DAMO: Deep agile mask optimization for full chip scale
G Chen, W Chen, Y Ma, H Yang, B Yu
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
472020
SRAF insertion via supervised dictionary learning
H Geng, H Yang, Y Ma, J Mitra, B Yu
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
352019
Hotspot detection via attention-based deep layout metric learning
H Geng, H Yang, L Zhang, J Miao, F Yang, X Zeng, B Yu
Proceedings of the 39th International Conference on Computer-Aided Design, 1-8, 2020
332020
DeePattern: Layout pattern generation with transforming convolutional auto-encoder
H Yang, P Pathak, F Gennari, YC Lai, B Yu
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
312019
Adversarial perturbation attacks on ML-based CAD: A case study on CNN-based lithographic hotspot detection
K Liu, H Yang, Y Ma, B Tan, B Yu, EFY Young, R Karri, S Garg
ACM Transactions on Design Automation of Electronic Systems (TODAES) 25 (5 …, 2020
302020
Detecting multi-layer layout hotspots with adaptive squish patterns
H Yang, P Pathak, F Gennari, YC Lai, B Yu
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
292019
Attacking split manufacturing from a deep learning perspective
H Li, S Patnaik, A Sengupta, H Yang, J Knechtel, B Yu, EFY Young, ...
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
272019
VLSI mask optimization: From shallow to deep learning
H Yang, W Zhong, Y Ma, H Geng, R Chen, W Chen, B Yu
Integration 77, 96-103, 2021
222021
Generic lithography modeling with dual-band optics-inspired neural networks
H Yang, Z Li, K Sastry, S Mukhopadhyay, M Kilgard, A Anandkumar, ...
Proceedings of the 59th ACM/IEEE Design Automation Conference, 973-978, 2022
212022
Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning
H Yang, S Li, C Tabery, B Lin, B Yu
arXiv preprint arXiv:1807.06446, 2018
202018
Graph learning-based arithmetic block identification
Z He, Z Wang, C Bai, H Yang, B Yu
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-8, 2021
192021
Deep learning-driven simultaneous layout decomposition and mask optimization
W Zhong, S Hu, Y Ma, H Yang, X Ma, B Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
162021
Sparse VLSI layout feature extraction: A dictionary learning approach
H Geng, H Yang, B Yu, X Li, X Zeng
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 488-493, 2018
142018
An edge-on charge-transfer design for energy-resolved x-ray detection
Z Shi, H Yang, W Cong, G Wang
Physics in Medicine & Biology 61 (11), 4183, 2016
132016
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