| Fault-tolerant training with on-line fault detection for RRAM-based neural computing systems L Xia, M Liu, X Ning, K Chakrabarty, Y Wang Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017 | 118 | 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 | 51 | 2021 |
| A generic graph-based neural architecture encoding scheme for predictor-based nas X Ning, Y Zheng, T Zhao, Y Wang, H Yang European Conference on Computer Vision, 189-204, 2020 | 48 | 2020 |
| Dsa: More efficient budgeted pruning via differentiable sparsity allocation X Ning, T Zhao, W Li, P Lei, Y Wang, H Yang European Conference on Computer Vision, 592-607, 2020 | 41 | 2020 |
| Hu-fu: Hardware and software collaborative attack framework against neural networks W Li, J Yu, X Ning, P Wang, Q Wei, Y Wang, H Yang 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 482-487, 2018 | 39 | 2018 |
| Instruction driven cross-layer CNN accelerator with winograd transformation on FPGA J Yu, Y Hu, X Ning, J Qiu, K Guo, Y Wang, H Yang 2017 International Conference on Field Programmable Technology (ICFPT), 227-230, 2017 | 34 | 2017 |
| Fault-tolerant training enabled by on-line fault detection for RRAM-based neural computing systems L Xia, M Liu, X Ning, K Chakrabarty, Y Wang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 27 | 2018 |
| Real-time object detection towards high power efficiency J Yu, K Guo, Y Hu, X Ning, J Qiu, H Mao, S Yao, T Tang, B Li, Y Wang, ... 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 704-708, 2018 | 18 | 2018 |
| Adversarial vision challenge W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ... The NeurIPS'18 Competition, 129-153, 2020 | 17 | 2020 |
| FTT-NAS: Discovering fault-tolerant neural architecture W Li, X Ning, G Ge, X Chen, Y Wang, H Yang 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 211-216, 2020 | 15 | 2020 |
| Instruction driven cross-layer cnn accelerator for fast detection on fpga J Yu, G Ge, Y Hu, X Ning, J Qiu, K Guo, Y Wang, H Yang ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-23, 2018 | 14 | 2018 |
| Compressed cnn training with fpga-based accelerator K Guo, S Liang, J Yu, X Ning, W Li, Y Wang, H Yang Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 13 | 2019 |
| Evaluating Efficient Performance Estimators of Neural Architectures X Ning, C Tang, W Li, Z Zhou, S Liang, H Yang, Y Wang Advances in Neural Information Processing Systems 34, 2021 | 11* | 2021 |
| Physical adversarial attack on vehicle detector in the carla simulator T Wu, X Ning, W Li, R Huang, H Yang, Y Wang arXiv preprint arXiv:2007.16118, 2020 | 11 | 2020 |
| FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning M Tang, X Ning, Y Wang, J Sun, Y Wang, H Li, Y Chen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 9* | 2022 |
| Exploring the Potential of Low-bit Training of Convolutional Neural Networks K Zhong, X Ning, G Dai, Z Zhu, T Zhao, S Zeng, Y Wang, H Yang IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022 | 7* | 2022 |
| Nonparametric topic modeling with neural inference X Ning, Y Zheng, Z Jiang, Y Wang, H Yang, J Huang, P Zhao Neurocomputing 399, 296-306, 2020 | 6 | 2020 |
| Black box search space profiling for accelerator-aware neural architecture search S Zeng, H Sun, Y Xing, X Ning, Y Shan, X Chen, Y Wang, H Yang 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 518-523, 2020 | 6 | 2020 |
| FTT-NAS: Discovering fault-tolerant convolutional neural architecture X Ning, G Ge, W Li, Z Zhu, Y Zheng, X Chen, Z Gao, Y Wang, H Yang ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (6 …, 2021 | 5 | 2021 |
| Explainable liver tumor delineation in surgical specimens using hyperspectral imaging and deep learning Y Zhang, S Yu, X Zhu, X Ning, W Liu, C Wang, X Liu, D Zhao, Y Zheng, ... Biomedical optics express 12 (7), 4510-4529, 2021 | 5 | 2021 |
Yu Wang(汪玉)Department of Electronic Engineering, Tsinghua University, ChinaAdresse e-mail validée de mail.tsinghua.edu.cn
