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Zhuwei Qin
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How convolutional neural network see the world-A survey of convolutional neural network visualization methods
Z Qin, F Yu, C Liu, X Chen
Mathematical Foundations of Computing, 2018
2682018
Interpreting and Evaluating Neural Network Robustness
F Yu, Z Qin, C Liu, L Zhao, Y Wang, X Chen
The 28th International Joint Conference on Artificial Intelligence, 2019
722019
Fed2: Feature-aligned federated learning
F Yu, W Zhang, Z Qin, Z Xu, D Wang, C Liu, Z Tian, X Chen
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
512021
Heterogeneous federated learning
F Yu, W Zhang, Z Qin, Z Xu, D Wang, C Liu, Z Tian, X Chen
arXiv preprint arXiv:2008.06767, 2020
312020
Distilling critical paths in convolutional neural networks
F Yu, Z Qin, X Chen
The 32nd Conference on Neural Information Processing Systems, Workshop on …, 2018
252018
REIN the RobuTS: Robust DNN-based image recognition in autonomous driving systems
F Yu, Z Qin, C Liu, D Wang, X Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
172020
Direct: Resource-aware dynamic model reconfiguration for convolutional neural network in mobile systems
Z Xu, Z Qin, F Yu, C Liu, X Chen
Proceedings of the International Symposium on Low Power Electronics and …, 2018
172018
Functionality-oriented convolutional filter pruning
Z Qin, F Yu, C Liu, X Chen
The 30th Conference on British Machine Vision Conference, 92, 2018
152018
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
Directx: Dynamic resource-aware cnn reconfiguration framework for real-time mobile applications
Z Xu, F Yu, Z Qin, C Liu, X Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
142020
CAPTOR: A class adaptive filter pruning framework for convolutional neural networks in mobile applications
Z Qin, F Yu, C Liu, X Chen
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
112019
Demystifying Neural Network Filter Pruning
Z Qin, F Yu, CC Liu, X Chen
The 32nd Conference on Neural Information Processing Systems, Workshop on …, 2018
102018
Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization
C Liu, F Yu, Z Qin, X Chen
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
62020
Dc-cnn: computational flow redefinition for efficient cnn through structural decoupling
F Yu, Z Qin, D Wang, P Xu, C Liu, Z Tian, X Chen
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
62020
Exploring decentralized collaboration in heterogeneous edge training
X Chen, Z Qin
2020 IEEE/ACM Symposium on Edge Computing (SEC), 450-453, 2020
42020
Privacy-preserving federated learning for transportation mode prediction based on personal mobility data
F Yu, Z Xu, Z Qin, X Chen
High-Confidence Computing 2 (4), 100082, 2022
32022
Captorx: A class-adaptive convolutional neural network reconfiguration framework
Z Qin, F Yu, Z Xu, C Liu, X Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
32021
Task-adaptive incremental learning for intelligent edge devices
Z Qin, F Yu, X Chen
2019 IEEE/ACM Symposium on Edge Computing (SEC), 2019
32019
Development and First-Year Outcomes of a NSF-Funded Summer Research Internship Program to Engage Community College Students in Engineering Research
X Zhang, D Quintero, F Khalkhal, Z Jiang, Z Qin, J Wong, Y Wang, ...
2023 ASEE Annual Conference & Exposition, 2023
22023
Wideband spectrum sensing based on collaborative multi-task learning
W Zhang, Y Wang, F Yu, Z Qin, X Chen, Z Tian
2022 IEEE International Conference on Communications Workshops (ICC …, 2022
22022
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