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Xitong Gao
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Dynamic channel pruning: Feature boosting and suppression
X Gao, Y Zhao, L Dudziak, R Mullins, C Xu
International Conference on Learning Representations, 2019
2052019
Pay attention to features, transfer learn faster CNNs
K Wang, X Gao, Y Zhao, X Li, D Dou, CZ Xu
International conference on learning representations, 2019
482019
Blackbox attacks on reinforcement learning agents using approximated temporal information
Y Zhao, I Shumailov, H Cui, X Gao, R Mullins, R Anderson
2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020
242020
Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs
Y Zhao, X Gao, X Guo, J Liu, E Wang, R Mullins, PYK Cheung, ...
2019 International Conference on Field-Programmable Technology (ICFPT), 45-53, 2019
242019
Focused quantization for sparse cnns
Y Zhao, X Gao, D Bates, R Mullins, CZ Xu
Advances in Neural Information Processing Systems 32, 2019
232019
Automatically optimizing the latency, area, and accuracy of c programs for high-level synthesis
X Gao, J Wickerson, GA Constantinides
Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016
222016
Probabilistic dual network architecture search on graphs
Y Zhao, D Wang, X Gao, R Mullins, P Lio, M Jamnik
arXiv preprint arXiv:2003.09676, 2020
202020
SOAP: structural optimization of arithmetic expressions for high-level synthesis
X Gao, S Bayliss, GA Constantinides
2013 International Conference on Field-Programmable Technology (FPT), 112-119, 2013
202013
LAFEAT: piercing through adversarial defenses with latent features
Y Yu, X Gao, CZ Xu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
182021
Mayo: A framework for auto-generating hardware friendly deep neural networks
Y Zhao, X Gao, R Mullins, C Xu
Proceedings of the 2nd International Workshop on Embedded and Mobile Deep …, 2018
132018
Sitatapatra: Blocking the transfer of adversarial samples
I Shumailov, X Gao, Y Zhao, R Mullins, R Anderson, CZ Xu
arXiv preprint arXiv:1901.08121, 2019
82019
Numerical program optimization for high-level synthesis
X Gao, GA Constantinides
Proceedings of the 2015 ACM/SIGDA International Symposium on Field …, 2015
82015
Spatiotemporal data fusion in graph convolutional networks for traffic prediction
B Zhao, X Gao, J Liu, J Zhao, C Xu
Ieee Access 8, 76632-76641, 2020
62020
Cloud-based robot path planning in dynamic environments
X Chen, L Wang, X Gao, CZ Xu
2021 IEEE International Conference on Real-time Computing and Robotics (RCAR …, 2021
22021
Adversarial Attacks on ML Defense Models Competition
Y Dong, QA Fu, X Yang, W Xiang, T Pang, H Su, J Zhu, J Tang, Y Chen, ...
arXiv preprint arXiv:2110.08042, 2021
12021
Rapid Model Architecture Adaption for Meta-Learning
Y Zhao, X Gao, I Shumailov, N Fusi, R Mullins
arXiv preprint arXiv:2109.04925, 2021
12021
FedDrop: Trajectory-weighted Dropout for Efficient Federated Learning
D Liao, X Gao, Y Zhao, H Dai, L Li, K Wang, K Ye, Y Wang, C Xu
2021
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network
Y Zhang, H Ren, J Ye, X Gao, Y Wang, K Ye, CZ Xu
2020 25th International Conference on Pattern Recognition (ICPR), 5130-5136, 2021
2021
Structural optimization of numerical programs for high-level synthesis
X Gao
Imperial College London, 2016
2016
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