| 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 | 455 | 2020 |
| 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 | 170 | 2022 |
| 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 | 126 | 2014 |
| 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 | 93 | 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 | 82 | 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 | 62 | 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 | 55 | 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 | 52 | 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 | 47 | 2019 |
| Adaptive Read Thresholds for NAND Flash B Peleato, R Agarwal, J Cioffi, M Qin, P Siegel IEEE Transactions on Communications, 2015 | 47 | 2015 |
| Managing refresh operations for a memory device M Qin, WH Choi, Z Bandic US Patent 10,566,048, 2020 | 45 | 2020 |
| 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 | 37 | 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 | 35 | 2016 |
| Robustness of neural networks against storage media errors M Qin, C Sun, D Vucinic arXiv preprint arXiv:1709.06173, 2017 | 32 | 2017 |
| Storage of neural networks M Qin, D Vucinic, C Sun US Patent 10,552,251, 2020 | 31 | 2020 |
| 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 | 31 | 2012 |
| Compiler-aware neural architecture search for on-mobile real-time super-resolution Y Wu, Y Gong, P Zhao, Y Li, Z Zhan, W Niu, H Tang, M Qin, B Ren, ... European Conference on Computer Vision, 92-111, 2022 | 27 | 2022 |
| Methods and systems for performing inference with a neural network M Qin US Patent App. 16/731,444, 2021 | 25 | 2021 |
| 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 |
| 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 | 24 | 2022 |
Dejan VucinicDistinguished Engineer, Western DigitalVerified email at alum.mit.edu
