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Heterogeneous Federated Learning

Aug 15, 2020
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen


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AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency

Aug 14, 2020
Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen

* Accepted in DATE'2020 (Best Paper Nomination) 

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Interpreting and Evaluating Neural Network Robustness

May 10, 2019
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen

* Accepted in IJCAI'19 

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Interpreting Adversarial Robustness: A View from Decision Surface in Input Space

Oct 12, 2018
Fuxun Yu, Chenchen Liu, Yanzhi Wang, Liang Zhao, Xiang Chen

* 15 pages, submitted to ICLR 2019 

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Interpretable Convolutional Filter Pruning

Oct 12, 2018
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Liang Zhao, Xiang Chen


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HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition

Sep 04, 2018
Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen

* 8 pages, 10 figures 

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Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients

Jun 07, 2018
Fuxun Yu, Zirui Xu, Yanzhi Wang, Chenchen Liu, Xiang Chen

* 9 pages, 3 figures 

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How convolutional neural network see the world - A survey of convolutional neural network visualization methods

May 31, 2018
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen

* 32 pages, 21 figures. Mathematical Foundations of Computing 

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