| Recent advances in convolutional neural network acceleration Q Zhang, M Zhang, T Chen, Z Sun, Y Ma, B Yu Neurocomputing 323, 37-51, 2019 | 210 | 2019 |
| 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 | 98 | 2018 |
| 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 | 79 | 2019 |
| High performance graph convolutional networks with applications in testability analysis Y Ma, H Ren, B Khailany, H Sikka, L Luo, K Natarajan, B Yu Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 50 | 2019 |
| Clock-aware ultrascale FPGA placement with machine learning routability prediction CW Pui, G Chen, Y Ma, EFY Young, B Yu 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 929-936, 2017 | 40 | 2017 |
| 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 | 37 | 2021 |
| A unified framework for simultaneous layout decomposition and mask optimization Y Ma, W Zhong, S Hu, JR Gao, J Kuang, J Miao, B Yu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 18 | 2020 |
| 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 | 18 | 2019 |
| Cross-layer optimization for high speed adders: A pareto driven machine learning approach Y Ma, S Roy, J Miao, J Chen, B Yu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 18 | 2018 |
| 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 | 15 | 2020 |
| A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks Y Ma, R Chen, W Li, F Shang, W Yu, M Cho, B Yu arXiv preprint arXiv:1807.10119, 2018 | 14 | 2018 |
| SD-PUF: Spliced digital physical unclonable function J Miao, M Li, S Roy, Y Ma, B Yu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 14 | 2017 |
| 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 | 13 | 2021 |
| Neural-ILT: Migrating ILT to neural networks for mask printability and complexity co-optimization B Jiang, L Liu, Y Ma, H Zhang, B Yu, EFY Young 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020 | 11 | 2020 |
| Damo: Deep agile mask optimization for full chip scale G Chen, W Chen, Q Sun, Y Ma, H Yang, B Yu IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021 | 10 | 2021 |
| Understanding graphs in EDA: From shallow to deep learning Y Ma, Z He, W Li, L Zhang, B Yu Proceedings of the 2020 International Symposium on Physical Design, 119-126, 2020 | 10 | 2020 |
| A learning bridge from architectural synthesis to physical design for exploring power efficient high-performance adders S Roy, Y Ma, J Miao, B Yu 2017 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2017 | 10 | 2017 |
| 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 | 8 | 2021 |
| CAD tool design space exploration via Bayesian optimization Y Ma, Z Yu, B Yu 2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019 | 8 | 2019 |
| Congestion-aware global routing using deep convolutional generative adversarial networks Z Zhou, Z Zhu, J Chen, Y Ma, B Yu, TY Ho, G Lemieux, A Ivanov 2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019 | 7 | 2019 |
Bei YuThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
