| Revisiting the evaluation of uncertainty estimation and its application to explore model complexity-uncertainty trade-off Y Ding, J Liu, J Xiong, Y Shi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 58 | 2020 |
| On the universal approximability and complexity bounds of quantized relu neural networks Y Ding, J Liu, J Xiong, Y Shi arXiv preprint arXiv:1802.03646, 2018 | 27 | 2018 |
| Uncertainty-aware training of neural networks for selective medical image segmentation Y Ding, J Liu, X Xu, M Huang, J Zhuang, J Xiong, Y Shi Medical Imaging with Deep Learning, 156-173, 2020 | 26 | 2020 |
| HW/SW partitioning for region-based dynamic partial reconfigurable FPGAs Y Ma, J Liu, C Zhang, W Luk 2014 IEEE 32nd International Conference on Computer Design (ICCD), 470-476, 2014 | 24 | 2014 |
| Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks X Xu, Q Lu, T Wang, J Liu, C Zhuo, XS Hu, Y Shi 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 880-887, 2017 | 23 | 2017 |
| Design-phase buffer allocation for post-silicon clock binning by iterative learning GL Zhang, B Li, J Liu, Y Shi, U Schlichtmann IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 23 | 2017 |
| Efficient hardware implementation of cellular neural networks with incremental quantization and early exit X Xu, Q Lu, T Wang, Y Hu, C Zhuo, J Liu, Y Shi ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (4), 1-20, 2018 | 22 | 2018 |
| Evaluation of neural network uncertainty estimation with application to resource-constrained platforms Y Ding, J Liu, J Xiong, Y Shi arXiv preprint arXiv:1903.02050, 2019 | 16 | 2019 |
| Hardware design and the competency awareness of a neural network Y Ding, W Jiang, Q Lou, J Liu, J Xiong, XS Hu, X Xu, Y Shi Nature Electronics 3 (9), 514-523, 2020 | 14 | 2020 |
| Generative adversarial network based scalable on-chip noise sensor placement J Liu, Y Ding, J Yang, U Schlichtmann, Y Shi 2017 30th IEEE International System-on-Chip Conference (SOCC), 239-242, 2017 | 12 | 2017 |
| Optimizing boiler control in real-time with machine learning for sustainability Y Ding, J Liu, J Xiong, M Jiang, Y Shi Proceedings of the 27th ACM International Conference on Information and …, 2018 | 11 | 2018 |
| Privacy protection via appliance scheduling in smart homes J Wu, J Liu, XS Hu, Y Shi 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2016 | 9 | 2016 |
| On the universal approximability of quantized ReLU neural networks Y Ding, J Liu, Y Shi arXiv preprint arXiv:1802.03646, 2018 | 8 | 2018 |
| Efficient hardware implementation of cellular neural networks with powers-of-two based incremental quantization X Xu, Q Lu, T Wang, J Liu, Y Hu, Y Shi Proceedings of the Neuromorphic Computing Symposium, 1-10, 2017 | 6 | 2017 |
| Multi-cycle-consistent adversarial networks for ct image denoising J Liu, Y Ding, J Xiong, Q Jia, M Huang, J Zhuang, B Xie, CC Liu, Y Shi 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 614-618, 2020 | 4 | 2020 |
| Binarizing weights wisely for edge intelligence: Guide for partial binarization of deconvolution-based generators J Liu, J Zhang, Y Ding, X Xu, M Jiang, Y Shi IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 3 | 2020 |
| PBGen: Partial binarization of deconvolution-based generators for edge intelligence J Liu, J Zhang, Y Ding, X Xu, M Jiang, Y Shi arXiv preprint arXiv:1802.09153, 2018 | 2 | 2018 |
| Selective body biasing for post-silicon tuning of sub-threshold designs: A semi-infinite programming approach with Incremental Hypercubic Sampling H Geng, J Liu, J Liu, PW Luo, LC Cheng, SL Grant, Y Shi Integration 55, 465-473, 2016 | 2 | 2016 |
| Effective cad research in the sea of papers J Liu, DC Juan, Y Shi 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 781-785, 2015 | 2 | 2015 |
| 1-bit compressed sensing based framework for built-in resonance frequency prediction using on-chip noise sensors T Wang, J Liu, C Zhuo, Y Shi 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 721-728, 2015 | 1 | 2015 |
Yiyu ShiUniversity of Notre DameVerified email at nd.edu
