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Pruning Ternary Quantization


Jul 23, 2021
Dan Liu, Xi Chen, Jie Fu, Xue Liu


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A Graph Data Augmentation Strategy with Entropy Preserving


Jul 13, 2021
Xue Liu, Dan Sun, Wei Wei


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Multi-FR: A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation


May 12, 2021
Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu

* 11 pages 

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A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation


May 06, 2021
Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu

* 11 pages 

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Graph Classification Based on Skeleton and Component Features


Feb 02, 2021
Xue Liu, Wei Wei, Xiangnan Feng, Xiaobo Cao, Dan Sun

* 25 pages, 7 figures, 2 tables 

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Knowledge-Enhanced Top-K Recommendation in Poincaré Ball


Jan 29, 2021
Chen Ma, Liheng Ma, Yingxue Zhang, Haolun Wu, Xue Liu, Mark Coates

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation


Jan 13, 2021
Chen Ma, Liheng Ma, Yingxue Zhang, Ruiming Tang, Xue Liu, Mark Coates

* Accepted by the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2020 Research Track) 

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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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