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 pattern …, 2020 | 383 | 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 | 122 | 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 | 119 | 2022 |
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 | 79 | 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 Pattern …, 2022 | 61 | 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 | 54 | 2021 |
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 | 54 | 2014 |
Polar code constructions based on LLR evolution M Qin, J Guo, A Bhatia, AG i Fàbregas, PH Siegel IEEE Communications Letters 21 (6), 1221-1224, 2017 | 51 | 2017 |
Managing refresh operations for a memory device M Qin, WH Choi, Z Bandic US Patent 10,566,048, 2020 | 44 | 2020 |
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 | 44 | 2019 |
Adaptive Read Thresholds for NAND Flash B Peleato, R Agarwal, J Cioffi, M Qin, P Siegel IEEE Transactions on Communications, 2015 | 43 | 2015 |
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 | 34 | 2016 |
Robustness of neural networks against storage media errors M Qin, C Sun, D Vucinic arXiv preprint arXiv:1709.06173, 2017 | 31 | 2017 |
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 | 30 | 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 | 30 | 2012 |
Storage of neural networks M Qin, D Vucinic, C Sun US Patent 10,552,251, 2020 | 29 | 2020 |
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 | 25 | 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 | 20 | 2019 |
Learning from the cnn-based compressed domain Z Wang, M Qin, YK Chen Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 19 | 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 | 17 | 2020 |