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Xuefei Ning
Xuefei Ning
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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
1212017
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
672021
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
522020
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
452018
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
432020
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
352017
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
272018
Adversarial vision challenge
W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ...
The NeurIPS'18 Competition, 129-153, 2020
182020
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
182018
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
152020
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
152018
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
14*2021
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
142019
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
122020
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
10*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
72020
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
62020
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
52021
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
52021
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Artikelen 1–20