Yingyan (Celine) Lin
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Deep -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
Proceedings of the 35th International Conference on Machine Learning (ICML …, 2018
On-demand deep model compression for mobile devices: A usage-driven model selection framework
S Liu, Y Lin, Z Zhou, K Nan, H Liu, J Du
Proceedings of the 16th Annual International Conference on Mobile Systems …, 2018
PredictiveNet: An energy-efficient convolutional neural network via zero prediction
NS Yingyan Lin, Charbel Sakr, Yongjune Kim
IEEE International Symposium on Circuits and Systems (ISCAS'2017), 2017
Variation-tolerant architectures for convolutional neural networks in the near threshold voltage regime
Y Lin, S Zhang, NR Shanbhag
IEEE international workshop on signal processing systems (SiPS'2016), 17-22, 2016
An efficiency-enhanced low dropout linear HB LED driver for automotive application
L Ying-yan, Z Jing, Z Xue-cheng, L Wei
2008 IEEE International Conference on Electron Devices and Solid-State …, 2008
EnergyNet: Energy-Efficient Dynamic Inference
Y Wang, T Nguyen, Y Zhao, Z Wang, Y Lin, R Baraniuk
High-speed, low switching noise and load adaptive output buffer
Y Lin, X Zou, Z Zheng, W Huo, X Chen, W Kang
Proceedings of the 2009 12th International Symposium on Integrated Circuits …, 2009
A study of BER-optimal ADC-based receiver for serial links
Y Lin, MS Keel, A Faust, A Xu, NR Shanbhag, E Rosenbaum, AC Singer
IEEE Transactions on Circuits and Systems I: Regular Papers 63 (5), 693-704, 2016
Dual dynamic inference: Enabling more efficient, adaptive and controllable deep inference
Y Wang, J Shen, TK Hu, P Xu, T Nguyen, RG Baraniuk, Z Wang, Y Lin
IEEE Journal of Selected Topics in Signal Processing, 2020
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 (NeurIPS'2019), 5139-5151, 2019
Design of a Window-Comparator CMOS Oscillatorwith External Synchronization Ability [J]
Microelectronics & Computer 12, 2007
AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs
P Xu, X Zhang, C Hao, Y Zhao, Y Zhang, Y Wang, C Li, D Chen, Y Lin
28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2020
Drawing early-bird tickets: Towards more efficient training of deep networks
H You, C Li, P Xu, Y Fu, Y Wang, X Chen, Y Lin, Z Wang, RG Baraniuk
The Eighth International Conference on Learning Representations (ICLR'2020), 2019
ASTRO: Autonomous, Sensing, and Tetherless netwoRked drOnes
R Petrolo, Y Lin, E Knightly
Proceedings of the 4th ACM Workshop on Micro Aerial Vehicle Networks …, 2018
A lightweight memory encryption cache design and implementation for embedded processor
Z Liu, W Huo, X Zou, Y Lin
Proceedings of the 2009 12th International Symposium on Integrated Circuits …, 2009
Design of a Window-Comparator CMOS Oscillatorwith External Synchronization Ability
张科峰, 林映嫣, 张兢, 刘三清
微電子學與計算機 24 (12), 183-186, 2007
Energy-efficient high-speed links using BER-optimal ADCs
Y Lin, A Xu, N Shanbhag, A Singer
2011 IEEE Electrical Design of Advanced Packaging and Systems Symposium …, 2011
Design of output buffer with low switching noise and load adaptability
Y Lin, J Zhang, X Zou, D Liu, S Wang
Analog Integrated Circuits and Signal Processing 65 (2), 273-282, 2010
A novel 1.2 Gbps LVDS receiver for multi-channel applications
Y Lin, W Kang, X Chen, J Zhang, X Zou
Proceedings of the 2009 12th International Symposium on Integrated Circuits …, 2009
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference
J Shen, Y Fu, Y Wang, P Xu, Z Wang, Y Lin
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI'2020), 2020
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Articles 1–20