Publications

Found 626 results
Type [ Year(Desc)]
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 Zhang, H Yang, F Chen, Y Wang, and H Li. "Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment." In Proceedings 5th Workshop on Energy Efficient Machine Learning and Cognitive Computing, Emc2 Nips 2019, 1-5. 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.
A Chaudhuri, B Yan, Y Chen, and K Chakrabarty. "Hardware fault tolerance for binary RRAM crossbars." In Proceedings International Test Conference. Vol. 2019-November. 2019.
F Chen, W Wen, L Song, J Zhang, HH Li, and Y Chen. "How to obtain and run light and efficient deep learning networks." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2019-November. 2019.
L Song, J Mao, Y Zhuo, X Qian, H Li, and Y Chen. "HyPar: Towards hybrid parallelism for deep learning accelerator array." In Proceedings 25th Ieee International Symposium on High Performance Computer Architecture, Hpca 2019, 56-68. 2019.
J Zhang, W Wen, M Deisher, HP Cheng, H Li, and Y Chen. "Learning Efficient Sparse Structures in Speech Recognition." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 2717-2721. Vol. 2019-May. 2019.
S Alyamkin, M Ardi, AC Berg, A Brighton, B Chen, Y Chen, HP Cheng, Z Fan, C Feng, B Fu et al. "Low-Power Computer Vision: Status, Challenges, and Opportunities." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 9, no. 2 (2019): 411-421.
EC Barboza, N Shukla, Y Chen, and J Hu. "Machine learning-based pre-routing timing prediction with reduced pessimism." In Proceedings Design Automation Conference. 2019.
Y Zhou, X Hu, L Wang, S Duan, and Y Chen. "Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision." Ieee Access 7 (2019): 5695-5706.
W Wen, Y Chen, and SP MOHANTY. "Message from the General Chairs." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi. Vol. 2019-July. 2019.
J Mao, Q Yang, A Li, H Li, and Y Chen. "MobiEye: An efficient cloud-based video detection system for real-time mobile applications." In Proceedings Design Automation Conference. 2019.

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