Zhuwei Qin
Title
Cited by
Cited by
Year
How convolutional neural network see the world-A survey of convolutional neural network visualization methods
Z Qin, F Yu, C Liu, X Chen
arXiv preprint arXiv:1804.11191, 2018
1122018
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
232019
Distilling critical paths in convolutional neural networks
F Yu, Z Qin, X Chen
The 32nd Conference on Neural Information Processing Systems, Workshop on …, 2018
142018
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
122017
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
112018
Functionality-oriented convolutional filter pruning
Z Qin, F Yu, C Liu, X Chen
arXiv preprint arXiv:1810.07322, 2018
82018
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
62019
Demystifying Neural Network Filter Pruning
Z Qin, F Yu, CC Liu, X Chen
The 32nd Conference on Neural Information Processing Systems, Workshop on …, 2018
52018
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
42020
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
42020
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
42020
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
32020
VoCaM: Visualization oriented convolutional neural network acceleration on mobile system
Z Qin, Z Xu, Q Dong, Y Chen, X Chen
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 835-840, 2017
22017
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 Systems, 2021
12021
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
12020
Task-adaptive incremental learning for intelligent edge devices
Z Qin, F Yu, X Chen
arXiv preprint arXiv:1910.03122, 2019
12019
Interpretable convolutional filter pruning
Z Qin, F Yu, C Liu, X Chen
12018
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
2021
Towards Context-aware Distributed Learning for CNN in Mobile Applications
Z Qin, H Jiang
2020 IEEE/ACM Symposium on Edge Computing (SEC), 320-320, 2020
2020
Exploring Decentralized Collaboration in Heterogeneous Edge Training
X Chen, Z Qin
2020 IEEE/ACM Symposium on Edge Computing (SEC), 450-453, 2020
2020
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