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A Systematic Survey on Deep Generative Models for Graph Generation

Jul 18, 2020
Xiaojie Guo, Liang Zhao


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Interpretable Deep Graph Generation with Node-Edge Co-Disentanglement

Jun 09, 2020
Xiaojie Guo, Liang Zhao, Zhao Qin, Lingfei Wu, Amarda Shehu, Yanfang Ye

* This paper has been accepted by KDD 2020 

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Generating Tertiary Protein Structures via an Interpretative Variational Autoencoder

Apr 08, 2020
Xiaojie Guo, Sivani Tadepalli, Liang Zhao, Amarda Shehu


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Deep Multi-attributed Graph Translation with Node-Edge Co-evolution

Mar 22, 2020
Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao

* International Conference on Data Mining (ICDM), Beijing, China, 2019, pp. 250-259 
* This paper has been accepted by International Conference on Data Mining (ICDM), Beijing, China, 2019 

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LaFIn: Generative Landmark Guided Face Inpainting

Nov 26, 2019
Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling


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EDIT: Exemplar-Domain Aware Image-to-Image Translation

Nov 24, 2019
Yuanbin Fu, Jiayi Ma, Lin Ma, Xiaojie Guo

* 9 pages, 7 figures 

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Multi-stage Deep Classifier Cascades for Open World Recognition

Aug 26, 2019
Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao

* This paper has been accepted by CIKM 2019 

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Kindling the Darkness: A Practical Low-light Image Enhancer

May 04, 2019
Yonghua Zhang, Jiawan Zhang, Xiaojie Guo


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Single Image Deraining: A Comprehensive Benchmark Analysis

Mar 20, 2019
Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar-Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao


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PFLD: A Practical Facial Landmark Detector

Mar 03, 2019
Xiaojie Guo, Siyuan Li, Jinke Yu, Jiawan Zhang, Jiayi Ma, Lin Ma, Wei Liu, Haibin Ling


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Deep Graph Translation

Jun 22, 2018
Xiaojie Guo, Lingfei Wu, Liang Zhao

* 9 pages, 4 figures, 4 tables 

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Ensemble Soft-Margin Softmax Loss for Image Classification

May 10, 2018
Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li

* Accepted by IJCAI 2018 

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Fast Single Image Rain Removal via a Deep Decomposition-Composition Network

Apr 08, 2018
Siyuan LI, Wenqi Ren, Jiawan Zhang, Jinke Yu, Xiaojie Guo


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LIME: A Method for Low-light IMage Enhancement

Jul 24, 2016
Xiaojie Guo


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Exclusivity Regularized Machine

May 16, 2016
Xiaojie Guo


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Visual Data Deblocking using Structural Layer Priors

Jul 06, 2015
Xiaojie Guo


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