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A Survey on Fundamental Limits of Integrated Sensing and Communication


Apr 22, 2021
An Liu, Zhe Huang, Min Li, Yubo Wan, Wenrui Li, Tony Xiao Han, Chenchen Liu, Rui Du, Danny Tan Kai Pin, Jianmin Lu, Yuan Shen, Fabiola Colone, Kevin Chetty

* 32 pages, submitted to IEEE Communications Surveys and Tutorials 

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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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