| A systematic dnn weight pruning framework using alternating direction method of multipliers T Zhang, S Ye, K Zhang, J Tang, W Wen, M Fardad, Y Wang Proceedings of the European Conference on Computer Vision (ECCV), 184-199, 2018 | 297 | 2018 |
| Feature distillation: Dnn-oriented jpeg compression against adversarial examples Z Liu, Q Liu, T Liu, N Xu, X Lin, Y Wang, W Wen 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019 | 114 | 2019 |
| Multi-level cell STT-RAM: Is it realistic or just a dream? Y Zhang, L Zhang, W Wen, G Sun, Y Chen 2012 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 526-532, 2012 | 101 | 2012 |
| AOS: Adaptive overwrite scheme for energy-efficient MLC STT-RAM cache X Chen, N Khoshavi, J Zhou, D Huang, RF DeMara, J Wang, W Wen, ... 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2016 | 93 | 2016 |
| Exploration of GPGPU register file architecture using domain-wall-shift-write based racetrack memory M Mao, W Wen, Y Zhang, Y Chen, H Li 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2014 | 86 | 2014 |
| DeepN-JPEG: A deep neural network favorable JPEG-based image compression framework Z Liu, T Liu, W Wen, L Jiang, J Xu, Y Wang, G Quan Proceedings of the 55th annual design automation conference, 1-6, 2018 | 71 | 2018 |
| Xnor-pop: A processing-in-memory architecture for binary convolutional neural networks in wide-io2 drams L Jiang, M Kim, W Wen, D Wang 2017 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2017 | 59 | 2017 |
| On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations Y Chen, WF Wong, H Li, CK Koh, Y Zhang, W Wen ACM Journal on Emerging Technologies in Computing Systems (JETC) 9 (2), 1-22, 2013 | 58 | 2013 |
| Defensive dropout for hardening deep neural networks under adversarial attacks S Wang, X Wang, P Zhao, W Wen, D Kaeli, P Chin, X Lin 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018 | 57 | 2018 |
| Adam-admm: A unified, systematic framework of structured weight pruning for dnns T Zhang, K Zhang, S Ye, J Li, J Tang, W Wen, X Lin, M Fardad, Y Wang arXiv preprint arXiv:1807.11091 2 (3), 2018 | 56 | 2018 |
| CD-ECC: Content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors W Wen, M Mao, X Zhu, SH Kang, D Wang, Y Chen 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2013 | 54 | 2013 |
| A fault-tolerant neural network architecture T Liu, W Wen, L Jiang, Y Wang, C Yang, G Quan 2019 56th ACM/IEEE Design Automation Conference (DAC), 1-6, 2019 | 52 | 2019 |
| E-RNN: Design optimization for efficient recurrent neural networks in FPGAs Z Li, C Ding, S Wang, W Wen, Y Zhuo, C Liu, Q Qiu, W Xu, X Lin, X Qian, ... 2019 IEEE International Symposium on High Performance Computer Architecture …, 2019 | 52 | 2019 |
| The prospect of STT-RAM scaling from readability perspective Y Zhang, W Wen, Y Chen IEEE Transactions on Magnetics 48 (11), 3035-3038, 2012 | 48 | 2012 |
| Energy-aware adaptive restore schemes for MLC STT-RAM cache X Chen, N Khoshavi, RF DeMara, J Wang, D Huang, W Wen, Y Chen IEEE Transactions on Computers 66 (5), 786-798, 2016 | 46 | 2016 |
| State-restrict MLC STT-RAM designs for high-reliable high-performance memory system W Wen, Y Zhang, M Mao, Y Chen 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2014 | 45 | 2014 |
| Progressive dnn compression: A key to achieve ultra-high weight pruning and quantization rates using admm S Ye, X Feng, T Zhang, X Ma, S Lin, Z Li, K Xu, W Wen, S Liu, J Tang, ... arXiv preprint arXiv:1903.09769, 2019 | 41 | 2019 |
| Security analysis and enhancement of model compressed deep learning systems under adversarial attacks Q Liu, T Liu, Z Liu, Y Wang, Y Jin, W Wen 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 721-726, 2018 | 41 | 2018 |
| PS3-RAM: A fast portable and scalable statistical STT-RAM reliability analysis method W Wen, Y Zhang, Y Chen, Y Wang, Y Xie DAC Design Automation Conference 2012, 1187-1192, 2012 | 38 | 2012 |
| Mt-spike: A multilayer time-based spiking neuromorphic architecture with temporal error backpropagation T Liu, Z Liu, F Lin, Y Jin, G Quan, W Wen 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 450-457, 2017 | 33 | 2017 |
Lu ZhangElectrical and Computer Engineering, University of PittsburghVerified email at pitt.edu
