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 | 300 | 2017 |
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 | 123 | 2019 |
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 | 91 | 2017 |
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 | 33 | 2021 |
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 | 20 | 2018 |
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 | 19 | 2016 |
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 | 17 | 2019 |
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 | 15 | 2017 |
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 | 14 | 2019 |
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 | 13 | 2019 |
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 | 4 | 2018 |
Local distributed mobile computing system for deep neural networks J Mao University of Pittsburgh, 2017 | 3 | 2017 |
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 | 2 | 2022 |
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 | 1 | 2021 |
Efficient Neural Network Based Systems on Mobile and Cloud Platforms J Mao Duke University, 2020 | 1 | 2020 |
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 |