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Meiqi Wang
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A high-speed and low-complexity architecture for softmax function in deep learning
M Wang, S Lu, D Zhu, J Lin, Z Wang
2018 IEEE asia pacific conference on circuits and systems (APCCAS), 223-226, 2018
2122018
Ntire 2020 challenge on nonhomogeneous dehazing
CO Ancuti, C Ancuti, FA Vasluianu, R Timofte
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1292020
Hardware accelerator for multi-head attention and position-wise feed-forward in the transformer
S Lu, M Wang, S Liang, J Lin, Z Wang
2020 IEEE 33rd International System-on-Chip Conference (SOCC), 84-89, 2020
1252020
Efficient precision-adjustable architecture for softmax function in deep learning
D Zhu, S Lu, M Wang, J Lin, Z Wang
IEEE Transactions on Circuits and Systems II: Express Briefs 67 (12), 3382-3386, 2020
942020
E-LSTM: An efficient hardware architecture for long short-term memory
M Wang, Z Wang, J Lu, J Lin, Z Wang
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019
652019
A flexible and efficient FPGA accelerator for various large-scale and lightweight CNNs
X Wu, Y Ma, M Wang, Z Wang
IEEE Transactions on Circuits and Systems I: Regular Papers 69 (3), 1185-1198, 2021
582021
Dynexit: A dynamic early-exit strategy for deep residual networks
M Wang, J Mo, J Lin, Z Wang, L Du
2019 IEEE International Workshop on Signal Processing Systems (SiPS), 178-183, 2019
562019
Elbert: Fast albert with confidence-window based early exit
K Xie, S Lu, M Wang, Z Wang
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
212021
Transform-based feature map compression for CNN inference
Y Shi, M Wang, S Chen, J Wei, Z Wang
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
172021
Federated regularization learning: An accurate and safe method for federated learning
T Su, M Wang, Z Wang
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
162021
Automatic model-based dataset generation for high-level vision tasks of autonomous driving in haze weather
M Wang, T Su, S Chen, W Yang, J Liu, Z Wang
IEEE Transactions on Industrial Informatics 19 (8), 9071-9081, 2022
72022
ReAFM: A reconfigurable nonlinear activation function module for neural networks
X Wu, S Liang, M Wang, Z Wang
IEEE Transactions on Circuits and Systems II: Express Briefs 70 (7), 2660-2664, 2023
62023
Hardware accelerator design for sparse DNN inference and training: A tutorial
W Mao, M Wang, X Xie, X Wu, Z Wang
IEEE Transactions on Circuits and Systems II: Express Briefs 71 (3), 1708-1714, 2023
52023
An efficient training accelerator for transformers with hardware-algorithm co-optimization
H Shao, J Lu, M Wang, Z Wang
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 31 (11 …, 2023
52023
Ucvit: Hardware-friendly vision transformer via unified compression
HR Song, Y Wang, M Wang, Z Wang
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022
42022
Rethinking adaptive computing: Building a unified model complexity-reduction framework with adversarial robustness
M Wang, L He, J Lin, Z Wang
IEEE Transactions on Neural Networks and Learning Systems 33 (4), 1803-1810, 2021
42021
FACCU: Enable fast accumulation for high-speed DSP systems
M Wang, X Cheng, D Zou, Z Wang
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (12), 4634-4638, 2022
32022
Exploring quantization in few-shot learning
M Wang, R Xue, J Lin, Z Wang
2020 18th IEEE International New Circuits and Systems Conference (NEWCAS …, 2020
22020
UEDA: A Universal And Efficient Deformable Attention Accelerator For Various Vision Tasks
K Sun, M Wang, J Zhou, Z Wang
Proceedings of the 30th Asia and South Pacific Design Automation Conference …, 2025
2025
An Efficient and Precision-Reconfigurable Digital CIM Macro for DNN Accelerators
D Zou, G Zhang, X Zhang, M Wang, Z Wang
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024
2024
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