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Fuxun Yu
Fuxun Yu
Senior Researcher, Microsoft
Verified email at microsoft.com - Homepage
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
Journal of Mathematical Foundations of Computing 1, 149–180, 2018
2242018
Interpreting and Evaluating Neural Network Robustness
F Yu, Z Qin, C Liu, L Zhao, Y Wang, X Chen
[IJCAI'19] Proceedings of the 28th International Joint Conference on …, 2019
87*2019
Helios: heterogeneity-aware federated learning with dynamically balanced collaboration
Z Xu, F Yu, J Xiong, X Chen
2021 58th ACM/IEEE Design Automation Conference (DAC), 997-1002, 2021
77*2021
ADMM for Efficient Deep Learning with Global Convergence
J Wang, F Yu, X Chen, L Zhao
[KDD'19] 25th ACM SIGKDD Conference on Knowledge Discover and Data Mining, 2019
502019
Progressive weight pruning of deep neural networks using ADMM
S Ye, T Zhang, K Zhang, J Li, K Xu, Y Yang, F Yu, J Tang, M Fardad, S Liu, ...
arXiv preprint arXiv:1810.07378, 2018
452018
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation
X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu, W Wen, X Chen, Y Wang
[ASP-DAC'20] Proceedings of the 25th Asia and South Pacific Design …, 2019
442019
Fed2: Feature-Aligned Federated Learning
F Yu, W Zhang, Z Qin, Z Xu, D Wang, C Liu, Z Tian, X Chen
[KDD'21] Proceedings of the 27th ACM SIGKDD Conference on Knowledge …, 2021
42*2021
SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection
F Yu, D Wang, Y Chen, N Karianakis, T Shen, P Yu, D Lymberopoulos, ...
[WACV'22] Proceedings of the Winter Conference on Applications of Computer …, 0
41*
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
[DATE'20] 2020 Design, Automation & Test in Europe Conference & Exhibition …, 2020
22*2020
ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device
Z Xu, F Yu, C Liu, X Chen
[DAC'19] Proceedings of the 56th Annual Design Automation Conference 2019, 183, 2019
222019
LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications
Z Xu, F Yu, X Chen
[ASP-DAC'20] 2020 25th Asia and South Pacific Design Automation Conference …, 2020
202020
DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems
Z Xu, Z Qin, F Yu, C Liu, X Chen
[ISLPED'18] Proceedings of the International Symposium on Low Power …, 2018
172018
Functionality-Oriented Convolutional Filter Pruning
Z Qin, F Yu, C Liu, X Chen
[BMVC'19] The British Machine Vision Conference, 2019
16*2019
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 Systems, 0
11*
A survey of multi-tenant deep learning inference on GPU
F Yu, D Wang, L Shangguan, M Zhang, C Liu, X Chen
arXiv preprint arXiv:2203.09040, 2022
102022
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU
F Yu, S Bray, D Wang, L Shangguan, X Tang, C Liu, X Chen
[ICCAD'21] Proceedings of the 40th IEEE International Conference on Computer …, 2021
102021
DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications
Z Xu, F Yu, Z Qin, C Liu, X Chen
[TCAD'20] IEEE Transactions on Computer-Aided Design of Integrated Circuits …, 2020
102020
CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications
Z Qin, F Yu, C Liu, X Chen
[ASP-DAC'19] Proceedings of the 24th Asia and South Pacific Design …, 2019
92019
HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition
Z Xu, F Yu, C Liu, X Chen
[ASP-DAC'19] Proceedings of the 24th Asia and South Pacific Design …, 2019
9*2019
AntiDote: attention-based dynamic optimization for neural network runtime efficiency
F Yu, C Liu, D Wang, Y Wang, X Chen
[DATE'20 Best Paper Nomination] 2020 Design, Automation & Test in Europe …, 2020
82020
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