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Jiachen Mao
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Modnn: Local distributed mobile computing system for deep neural network
J Mao, X Chen, KW Nixon, C Krieger, Y Chen
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
3052017
Hypar: Towards hybrid parallelism for deep learning accelerator array
L Song, J Mao, Y Zhuo, X Qian, H Li, Y Chen
2019 IEEE international symposium on high performance computer architecture …, 2019
1222019
Mednn: A distributed mobile system with enhanced partition and deployment for large-scale dnns
J Mao, Z Yang, W Wen, C Wu, L Song, KW Nixon, X Chen, H Li, Y Chen
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 751-756, 2017
912017
Tprune: Efficient transformer pruning for mobile devices
J Mao, H Yang, A Li, H Li, Y Chen
ACM Transactions on Cyber-Physical Systems 5 (3), 1-22, 2021
342021
Running sparse and low-precision neural network: When algorithm meets hardware
B Li, W Wen, J Mao, S Li, Y Chen, H Li
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 534-539, 2018
212018
MORPh: Mobile OLED-friendly recording and playback system for low power video streaming
X Chen, J Mao, J Gao, KW Nixon, Y Chen
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
192016
NeuralHMC: An efficient HMC-based accelerator for deep neural networks
C Min, J Mao, H Li, Y Chen
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
172019
AdaLearner: An adaptive distributed mobile learning system for neural networks
J Mao, Z Qin, Z Xu, KW Nixon, X Chen, H Li, Y Chen
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 291-296, 2017
152017
DASNet: Dynamic activation sparsity for neural network efficiency improvement
Q Yang, J Mao, Z Wang, H Li
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
142019
Mobieye: An efficient cloud-based video detection system for real-time mobile applications
J Mao, Q Yang, A Li, H Li, Y Chen
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
132019
Spn dash-fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting
KW Nixon, J Mao, J Shen, H Yang, HH Li, Y Chen
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2018
42018
Local distributed mobile computing system for deep neural networks
J Mao
University of Pittsburgh, 2017
32017
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks
J Mao, Q Yang, A Li, KW Nixon, H Li, Y Chen
ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-21, 2022
22022
Efficient Neural Network Based Systems on Mobile and Cloud Platforms
J Mao
Duke University, 2020
22020
Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement
Q Yang, J Mao, Z Wang, HL Hai
ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (4), 1-16, 2021
12021
NeuralHMC
C Min, J Mao, H Li, Y Chen
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019
2019
MORPh: mobile OLED power friendly camera system
X Chen, J Mao, KW Nixon, Y Chen
Proceedings of the 27th International Symposium on Rapid System Prototyping …, 2016
2016
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Artiklar 1–17