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Yue Wang
Yue Wang
Magna International
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Cited by
Cited by
Year
Drawing early-bird tickets: Towards more efficient training of deep networks
H You, C Li, P Xu, Y Fu, Y Wang, X Chen, RG Baraniuk, Z Wang, Y Lin
arXiv preprint arXiv:1909.11957, 2019
2472019
Deep k-means: Re-training and parameter sharing with harder cluster assignments for compressing deep convolutions
J Wu, Y Wang, Z Wu, Z Wang, A Veeraraghavan, Y Lin
International Conference on Machine Learning, 5363-5372, 2018
1382018
Hw-nas-bench: Hardware-aware neural architecture search benchmark
C Li, Z Yu, Y Fu, Y Zhang, Y Zhao, H You, Q Yu, Y Wang, Y Lin
arXiv preprint arXiv:2103.10584, 2021
1042021
E2-train: Training state-of-the-art cnns with over 80% energy savings
Y Wang, Z Jiang, X Chen, P Xu, Y Zhao, Y Lin, Z Wang
Advances in Neural Information Processing Systems 32, 2019
852019
Dual dynamic inference: Enabling more efficient, adaptive, and controllable deep inference
Y Wang, J Shen, TK Hu, P Xu, T Nguyen, R Baraniuk, Z Wang, Y Lin
IEEE Journal of Selected Topics in Signal Processing 14 (4), 623-633, 2020
742020
Smartexchange: Trading higher-cost memory storage/access for lower-cost computation
Y Zhao, X Chen, Y Wang, C Li, H You, Y Fu, Y Xie, Z Wang, Y Lin
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
482020
Fractional skipping: Towards finer-grained dynamic cnn inference
J Shen, Y Wang, P Xu, Y Fu, Z Wang, Y Lin
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5700-5708, 2020
472020
Fractrain: Fractionally squeezing bit savings both temporally and spatially for efficient dnn training
Y Fu, H You, Y Zhao, Y Wang, C Li, K Gopalakrishnan, Z Wang, Y Lin
Advances in Neural Information Processing Systems 33, 12127-12139, 2020
302020
A new MRAM-based process in-memory accelerator for efficient neural network training with floating point precision
H Wang, Y Zhao, C Li, Y Wang, Y Lin
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
182020
Energynet: Energy-efficient dynamic inference
Y Wang, T Nguyen, Y Zhao, Z Wang, Y Lin, R Baraniuk
172018
SmartDeal: Remodeling Deep Network Weights for Efficient Inference and Training
X Chen, Y Zhao, Y Wang, P Xu, H You, C Li, Y Fu, Y Lin, Z Wang
IEEE Transactions on Neural Networks and Learning Systems, 2022
42022
SACoD: Sensor algorithm co-design towards efficient CNN-powered intelligent PhlatCam
Y Fu, Y Zhang, Y Wang, Z Lu, V Boominathan, A Veeraraghavan, Y Lin
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
32021
SACoD: Sensor Algorithm Co-Design towards Efficient CNN-Powered Intelligent PhlatCam
Y Wang
Rice University, 2021
2021
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