Publications

Found 600 results
Type [ Year(Asc)]
2020
Y Chen, Y Xie, L Song, F Chen, and T Tang. "A Survey of Accelerator Architectures for Deep Neural Networks." Engineering 6, no. 3 (2020): 264-274.
C Yang, B Liu, H Li, Y Chen, M Barnell, Q Wu, W Wen, and J Rajendran. "Thwarting Replication Attack against Memristor-Based Neuromorphic Computing System." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (2020): 2192-2205.
A Li, Y Duan, H Yang, Y Chen, and J Yang. "TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 824-832. 2020.
Z Yan, J Chen, R Hu, T Huang, Y Chen, and S Wen. "Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates." Neural Networks : the Official Journal of the International Neural Network Society 128 (2020): 142-149.
Y Xu, Y Li, S Zhang, W Wen, B Wang, Y Qi, Y Chen, W Lin, and H Xiong. "TRP: Trained rank pruning for efficient deep neural networks." In Ijcai International Joint Conference on Artificial Intelligence, 977-983. Vol. 2021-January. 2020.
2019
J Xu, D Feng, Y Hua, W Tong, J Liu, C Li, G Xu, and Y Chen. "Adaptive granularity encoding for energy-efficient non-volatile main memory." In Proceedings Design Automation Conference. 2019.
HP Cheng, Q Wu, J Shen, H Li, H Yang, and Y Chen. "AdverQuil: An efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 557-562. 2019.
S Zhang, GL Zhang, B Li, HH Li, and U Schlichtmann. "Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing." In Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, Date 2019, 1751-1756. 2019.
H Yang, J Zhang, HP Cheng, W Wang, Y Chen, and H Li. "Bamboo: Ball-shape data augmentation against adversarial attacks from all directions." In Ceur Workshop Proceedings. Vol. 2301. 2019.
B Li, C Liu, B Yan, and H Li. "Build reliable and efficient neuromorphic design with memristor technology." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 224-229. 2019.
ZH Gan, XL Chai, DJ Han, and YR Chen. "A chaotic image encryption algorithm based on 3-D bit-plane permutation." Neural Computing and Applications 31, no. 11 (2019): 7111-7130.
X Chai, X Fu, Z Gan, Y Lu, and Y Chen. "A color image cryptosystem based on dynamic DNA encryption and chaos." Signal Processing 155 (2019): 44-62.
Q Yang, J Mao, Z Wang, and H Li. "DASNet: Dynamic activation sparsity for neural network efficiency improvement." In Proceedings International Conference on Tools With Artificial Intelligence, Ictai, 1401-1405. Vol. 2019-November. 2019.
X Qiao, Y Yang, and H Li. "Defending neural backdoors via generative distribution modeling." In Advances in Neural Information Processing Systems. Vol. 32. 2019.
B Yan, M Liu, Y Chen, K Chakrabarty, and H Li. "On Designing Efficient and Reliable Nonvolatile Memory-Based Computing-In-Memory Accelerators." In Technical Digest International Electron Devices Meeting, Iedm. Vol. 2019-December. 2019.
X Liu, H Yang, Z Liu, L Song, H Li, and Y Chen. "DPatch: An adversarial patch attack on object detectors." In Ceur Workshop Proceedings. Vol. 2301. 2019.
A Li, C Wu, Y Chen, and B Ni. "An efficient mobile-edge collaborative system for video photorealistic style transfer." In Proceedings of the 4th Acm/Ieee Symposium on Edge Computing, Sec 2019, 344-345. 2019.
F Chen, L Song, and HH Li. "Efficient process-in-memory architecture design for unsupervised GAN-based deep learning using ReRAM." In Proceedings of the Acm Great Lakes Symposium on Vlsi, Glsvlsi, 423-428. 2019.
C Wu, A Li, B Li, and Y Chen. "Efficiently Learning a Robust Self-Driving Model with Neuron Coverage Aware Adaptive Filter Reuse." In 2007 Ieee Workshop on Signal Processing Systems, 109-114. Vol. 2019-October. 2019.
Q Zheng, J Kang, Z Wang, Y Cai, R Huang, B Li, Y Chen, and H Li. "Enhance the robustness to time dependent variability of ReRAM-based neuromorphic computing systems with regularization and 2R synapse." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2019-May. 2019.
R Liu, J Yang, Y Chen, and W Zhao. "ESLAM: An energy-efficient accelerator for real-time ORB-SLAM on FPGA platform." In Proceedings Design Automation Conference. 2019.
J Yang, X Wang, Q Zhou, Z Wang, H Li, Y Chen, and W Zhao. "Exploiting spin-orbit torque devices as reconfigurable logic for circuit obfuscation." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 38, no. 1 (2019): 57-69.
X Guo, Y Huang, HP Cheng, B Li, W Wen, S Ma, H Li, and Y Chen. "Exploration of Automatic Mixed-Precision Search for Deep Neural Networks." In Proceedings 2019 Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2019, 276-278. 2019.
J Park, H Li, S Li, W Wen, Y Chen, PTP Tang, and P Dubey. "Faster cnns with direct sparse convolutions and guided pruning." In 5th International Conference on Learning Representations, Iclr 2017 Conference Track Proceedings. 2019.
N Inkawhich, W Wen, HH Li, and Y Chen. "Feature space perturbations yield more transferable adversarial examples." In Proceedings of the Ieee Computer Society Conference on Computer Vision and Pattern Recognition, 7059-7067. Vol. 2019-June. 2019.

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