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Zhenge Jia
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Cited by
Cited by
Year
Intermittent inference with nonuniformly compressed multi-exit neural network for energy harvesting powered devices
Y Wu, Z Wang, Z Jia, Y Shi, J Hu
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
582020
Lightweight run-time working memory compression for deployment of deep neural networks on resource-constrained MCUs
Z Wang, Y Wu, Z Jia, Y Shi, J Hu
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
212021
The importance of resource awareness in artificial intelligence for healthcare
Z Jia, J Chen, X Xu, J Kheir, J Hu, H Xiao, S Peng, XS Hu, D Chen, Y Shi
Nature Machine Intelligence 5 (7), 687-698, 2023
172023
Personalized deep learning for ventricular arrhythmias detection on medical IoT systems
Z Jia, Z Wang, F Hong, L Ping, Y Shi, J Hu
Proceedings of the 39th international conference on computer-aided design, 1-9, 2020
152020
Cooperative communication between two transiently powered sensor nodes by reinforcement learning
Y Wu, Z Jia, F Fang, J Hu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
132021
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs.
Z Jia, Z Wang, F Hong, L Ping, Y Shi, J Hu
IJCAI, 2606-2613, 2021
112021
Personalized neural network for patient-specific health monitoring in IoT: a metalearning approach
Z Jia, Y Shi, J Hu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
82022
Prototyping energy harvesting powered systems with nonvolatile processor
Y Wu, Y Sun, Z Jia, L Zhang, Y Liu, J Hu
2018 International Symposium on Rapid System Prototyping (RSP), 49-55, 2018
82018
Design insights of non-volatile processors and accelerators in energy harvesting systems
K Qiu, M Zhao, Z Jia, J Hu, CJ Xue, K Ma, X Li, Y Liu, V Narayanan
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 369-374, 2020
72020
On-device prior knowledge incorporated learning for personalized atrial fibrillation detection
Z Jia, Y Shi, S Saba, J Hu
ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-25, 2021
52021
Tinyml design contest for life-threatening ventricular arrhythmia detection
Z Jia, D Li, C Liu, L Liao, X Xu, L Ping, Y Shi
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023
32023
Opportunistic communication with latency guarantees for intermittently-powered devices
K Wardega, W Li, H Kim, Y Wu, Z Jia, J Hu
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022
32022
Enabling on-device model personalization for ventricular arrhythmias detection by generative adversarial networks
Z Jia, F Hong, L Ping, Y Shi, J Hu
2021 58th ACM/IEEE Design Automation Conference (DAC), 163-168, 2021
32021
Work-in-progress: Cooperative communication between two transiently powered sensors by reinforcement learning
Y Wu, Z Jia, F Fang, J Hu
2019 International Conference on Hardware/Software Codesign and System …, 2019
3*2019
Low-power object-detection challenge on unmanned aerial vehicles
Z Jia, X Xu, J Hu, Y Shi
Nature Machine Intelligence 4 (12), 1265-1266, 2022
22022
Q-learning based routing for transiently powered wireless sensor network: work-in-progress
Z Jia, Y Wu, J Hu
Proceedings of the International Conference on Hardware/Software Codesign …, 2019
22019
In-memory aes implementation for emerging non-volatile main memory
M Xie, Y Wu, Z Jia, J Hu
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 103-103, 2019
22019
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis
R Qin, J Xia, Z Jia, M Jiang, A Abbasi, P Zhou, J Hu, Y Shi
arXiv preprint arXiv:2311.12275, 2023
12023
Life-threatening ventricular arrhythmia detection challenge in implantable cardioverter–defibrillators
Z Jia, D Li, X Xu, N Li, F Hong, L Ping, Y Shi
Nature Machine Intelligence 5 (5), 554-555, 2023
12023
Bitrackgan: Cascaded cyclegans to constraint face aging
TH Kuo, Z Jia, TW Kuo, J Hu
arXiv preprint arXiv:2304.11313, 2023
12023
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