Haoyu Yang
Haoyu Yang
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
Layout hotspot detection with feature tensor generation and deep biased learning
H Yang, J Su, Y Zou, Y Ma, B Yu, EFY Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
812018
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, 2017
702017
GAN-OPC: Mask optimization with lithography-guided generative adversarial nets
H Yang, S Li, Z Deng, Y Ma, B Yu, EFY Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
622019
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
252017
Faster region-based hotspot detection
R Chen, W Zhong, H Yang, H Geng, F Yang, X Zeng, B Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2020
192020
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
152019
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
152019
Attacking split manufacturing from a deep learning perspective
H Li, S Patnaik, A Sengupta, H Yang, J Knechtel, B Yu, EFY Young, ...
2019 56th ACM/IEEE Design Automation Conference (DAC), 1-6, 2019
142019
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
132021
SRAF insertion via supervised dictionary learning
H Geng, W Zhong, H Yang, Y Ma, J Mitra, B Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
132019
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
112020
Hotspot detection via attention-based deep layout metric learning
H Geng, H Yang, L Zhang, J Miao, F Yang, X Zeng, B Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
102021
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
92018
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
82016
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
72021
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
72020
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 Systems, 2021
62021
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
62018
Deep learning analysis for split manufactured layouts with routing perturbation
H Li, S Patnaik, M Ashraf, H Yang, J Knechtel, B Yu, O Sinanoglu, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2020
42020
Automatic layout generation with applications in machine learning engine evaluation
H Yang, W Chen, P Pathak, F Gennari, YC Lai, B Yu
2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019
22019
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