Minghai Qin
Minghai Qin
Research Scientist, Western Digital
Verified email at - Homepage
Cited by
Cited by
Learning in the frequency domain
K Xu, M Qin, F Sun, Y Wang, YK Chen, F Ren
Proceedings of the IEEE/CVF conference on computer vision and patterná…, 2020
Enhanced belief propagation decoding of polar codes through concatenation
J Guo, M Qin, A Guillen i Fabregas, PH Siegel
Information Theory (ISIT), 2014 IEEE International Symposium on, 2987-2991, 2014
Spvit: Enabling faster vision transformers via latency-aware soft token pruning
Z Kong, P Dong, X Ma, X Meng, W Niu, M Sun, X Shen, G Yuan, B Ren, ...
European conference on computer vision, 620-640, 2022
Sanity checks for lottery tickets: Does your winning ticket really win the jackpot?
X Ma, G Yuan, X Shen, T Chen, X Chen, X Chen, N Liu, M Qin, S Liu, ...
Advances in Neural Information Processing Systems 34, 12749-12760, 2021
Chex: Channel exploration for cnn model compression
Z Hou, M Qin, F Sun, X Ma, K Yuan, Y Xu, YK Chen, R Jin, Y Xie, SY Kung
Proceedings of the IEEE/CVF Conference on Computer Vision and Patterná…, 2022
Constrained codes that mitigate inter-cell interference in read/write cycles for flash memories
M Qin, E Yaakobi, PH Siegel
IEEE Journal on Selected Areas in Communications 32 (5), 836-846, 2014
Polar code constructions based on LLR evolution
M Qin, J Guo, A Bhatia, AG i FÓbregas, PH Siegel
IEEE Communications Letters 21 (6), 1221-1224, 2017
Non-volatile storage system with compute engine to accelerate big data applications
P Mehra, V Mohan, SH Song, D Vucinic, C Sun, M Qin, DE Arup
US Patent 10,387,303, 2019
Managing refresh operations for a memory device
M Qin, WH Choi, Z Bandic
US Patent 10,566,048, 2020
Adaptive Read Thresholds for NAND Flash
B Peleato, R Agarwal, J Cioffi, M Qin, P Siegel
IEEE Transactions on Communications, 2015
Mest: Accurate and fast memory-economic sparse training framework on the edge
G Yuan, X Ma, W Niu, Z Li, Z Kong, N Liu, Y Gong, Z Zhan, C He, Q Jin, ...
Advances in Neural Information Processing Systems 34, 20838-20850, 2021
Joint Source-Channel Decoding of Polar Codes for Language-Based Sources
Y Wang, M Qin, KR Narayanan, A Jiang, Z Bandic
IEEE Globecom 2016, 2016
Effective model sparsification by scheduled grow-and-prune methods
X Ma, M Qin, F Sun, Z Hou, K Yuan, Y Xu, Y Wang, YK Chen, R Jin, Y Xie
arXiv preprint arXiv:2106.09857, 2021
Towards minimizing read time for NAND flash
B Peleato, R Agarwal, J Cioffi, M Qin, PH Siegel
2012 IEEE Global Communications Conference (GLOBECOM), 3219-3224, 2012
Storage of neural networks
M Qin, D Vucinic, C Sun
US Patent 10,552,251, 2020
Robustness of neural networks against storage media errors
M Qin, C Sun, D Vucinic
arXiv preprint arXiv:1709.06173, 2017
Lattice-based WOM codes for multilevel flash memories
A Bhatia, M Qin, AR Iyengar, BM Kurkoski, PH Siegel
Selected Areas in Communications, IEEE Journal on 32 (5), 933-945, 2014
A binarized neural network accelerator with differential crosspoint memristor array for energy-efficient MAC operations
PF Chiu, WH Choi, W Ma, M Qin, M Lueker-Boden
2019 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2019
Learning from the cnn-based compressed domain
Z Wang, M Qin, YK Chen
Proceedings of the IEEE/CVF Winter Conference on Applications of Computerá…, 2022
Pipelining to improve neural network inference accuracy
W Ma, M Qin, WH Choi, PF Chiu, M Van Lueker-Boden
US Patent App. 16/180,462, 2020
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