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Zhepeng Wang
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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
Federated contrastive learning for volumetric medical image segmentation
Y Wu, D Zeng, Z Wang, Y Shi, J Hu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
562021
Enabling on-device cnn training by self-supervised instance filtering and error map pruning
Y Wu, Z Wang, Y Shi, J Hu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
502020
Federated contrastive learning for dermatological disease diagnosis via on-device learning
Y Wu, D Zeng, Z Wang, Y Sheng, L Yang, AJ James, Y Shi, J Hu
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021
33*2021
Distributed contrastive learning for medical image segmentation
Y Wu, D Zeng, Z Wang, Y Shi, J Hu
Medical Image Analysis 81, 102564, 2022
302022
Can noise on qubits be learned in quantum neural network? a case study on quantumflow
Z Liang, Z Wang, J Yang, L Yang, Y Shi, W Jiang
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021
272021
Exploration of quantum neural architecture by mixing quantum neuron designs
Z Wang, Z Liang, S Zhou, C Ding, Y Shi, W Jiang
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021
262021
Enabling on-device self-supervised contrastive learning with selective data contrast
Y Wu, Z Wang, D Zeng, Y Shi, J Hu
2021 58th ACM/IEEE Design Automation Conference (DAC), 655-660, 2021
25*2021
Decentralized unsupervised learning of visual representations
Y Wu, Z Wang, D Zeng, M Li, Y Shi, J Hu
Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022
222022
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
202021
Quantum neural network compression
Z Hu, P Dong, Z Wang, Y Lin, Y Wang, W Jiang
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
182022
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
142020
Optimizing fpga-based accelerator design for large-scale molecular similarity search (special session paper)
H Peng, S Chen, Z Wang, J Yang, SA Weitze, T Geng, A Li, J Bi, M Song, ...
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021
112021
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
Proceedings of the Thirty International Joint Conference on Artificial …, 2021
102021
Synthetic data can also teach: Synthesizing effective data for unsupervised visual representation learning
Y Wu, Z Wang, D Zeng, Y Shi, J Hu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (3), 2866-2874, 2023
82023
VENUS: A Geometrical Representation for Quantum State Visualization
S Ruan, R Yuan, Q Guan, Y Lin, Y Mao, W Jiang, Z Wang, W Xu, Y Wang
Computer Graphics Forum 42 (3), 247-258, 2023
72023
A novel spatial-temporal variational quantum circuit to enable deep learning on nisq devices
J Li, Z Wang, Z Hu, P Date, A Li, W Jiang
2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023
62023
Qumos: A framework for preserving security of quantum machine learning model
Z Wang, J Li, Z Hu, B Gage, E Iwasawa, W Jiang
2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023
52023
Edge-InversionNet: Enabling efficient inference of InversionNet on edge devices
Z Wang, I Putla, W Jiang, Y Lin
Third International Meeting for Applied Geoscience & Energy, 1059-1063, 2023
12023
Towards Redefining the Reproducibility in Quantum Computing: A Data Analysis Approach on NISQ Devices
P Senapati, Z Wang, W Jiang, TS Humble, B Fang, S Xu, Q Guan
2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023
2023
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