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Reinforced Epidemic Control: Saving Both Lives and Economy

Aug 04, 2020
Sirui Song, Zefang Zong, Yong Li, Xue Liu, Yang Yu

* Accepted by KDD'20 "AI For Covid-19" Initiative 

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Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs

Jul 31, 2020
Xing Li, Wei Wei, Xiangnan Feng, Xue Liu, Zhiming Zheng

* 7 pages, 4 figures 

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Feature Statistics Guided Efficient Filter Pruning

May 21, 2020
Hang Li, Chen Ma, Wei Xu, Xue Liu

* To appear in Proceedings of IJCAI 2020 (copyright held by IJCAI) 

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Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest

Mar 20, 2020
Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu


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Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata

Nov 12, 2019
Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles


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Shapley Homology: Topological Analysis of Sample Influence for Neural Networks

Oct 15, 2019
Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles


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Boosting Image Recognition with Non-differentiable Constraints

Oct 02, 2019
Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu


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Verification of Recurrent Neural Networks Through Rule Extraction

Nov 14, 2018
Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles


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A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity

Jan 16, 2018
Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks

Nov 28, 2017
Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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Learning Adversary-Resistant Deep Neural Networks

Aug 19, 2017
Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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Adversary Resistant Deep Neural Networks with an Application to Malware Detection

Apr 27, 2017
Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu


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Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks

Dec 13, 2016
Qinglong Wang, Wenbo Guo, Alexander G. Ororbia II, Xinyu Xing, Lin Lin, C. Lee Giles, Xue Liu, Peng Liu, Gang Xiong


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SafeVchat: Detecting Obscene Content and Misbehaving Users in Online Video Chat Services

Jan 17, 2011
Xinyu Xing, Yu-Li Liang, Hanqiang Cheng, Jianxun Dang, Sui Huang, Richard Han, Xue Liu, Qin Lv, Shivakant Mishra

* The 20th International World Wide Web Conference (WWW 2011) 

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