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Dirichlet Graph Variational Autoencoder

Oct 09, 2020
Jia Li, Tomasyu Yu Jiajin Li, Honglei Zhang, Kangfei Zhao, YU Rong, Hong Cheng

* Inproceedings of NeurIPS 2020 

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Cascade Graph Neural Networks for RGB-D Salient Object Detection

Aug 07, 2020
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu


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Joint Embedding in Named Entity Linking on Sentence Level

Feb 12, 2020
Wei Shi, Siyuan Zhang, Zhiwei Zhang, Hong Cheng, Jeffrey Xu Yu


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Hybrid Graph Neural Networks for Crowd Counting

Jan 31, 2020
Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao, Shangchen Zhou, Hong Cheng

* To appear in AAAI 2020 

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Adversarial Attack on Community Detection by Hiding Individuals

Jan 22, 2020
Jia Li, Honglei Zhang, Zhichao Han, Yu Rong, Hong Cheng, Junzhou Huang

* In Proceedings of The Web Conference 2020, April 20-24, 2020, Taipei, Taiwan. 11 pages 

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Place Clustering-based Feature Recombination for Visual Place Recognition

Jul 26, 2019
Qiang Zhai, Hong Cheng, Rui Huang, Huiqin Zhan


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Predicting Path Failure In Time-Evolving Graphs

May 21, 2019
Jia Li, Zhichao Han, Hong Cheng, Jiao Su, Pengyun Wang, Jianfeng Zhang, Lujia Pan

* Accepted by KDD2019 Research track (oral presentation) 

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Semi-Supervised Graph Classification: A Hierarchical Graph Perspective

Apr 10, 2019
Jia Li, Yu Rong, Hong Cheng, Helen Meng, Wenbing Huang, Junzhou Huang

* 12 pages, WWW-2019 

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Link Prediction via Matrix Completion

Jun 23, 2016
Ratha Pech, Dong Hao, Liming Pan, Hong Cheng, Tao Zhou


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Regularized Orthogonal Tensor Decompositions for Multi-Relational Learning

Jan 16, 2016
Fanhua Shang, James Cheng, Hong Cheng

* 18 pages, 10 figures 

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Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection

Oct 19, 2015
Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz

* 32 page, 6 figures and 60 references 

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Sparse Bayesian Dictionary Learning with a Gaussian Hierarchical Model

Mar 07, 2015
Linxiao Yang, Jun Fang, Hong Cheng, Hongbin Li


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Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations

Sep 03, 2014
Fanhua Shang, Yuanyuan Liu, Hanghang Tong, James Cheng, Hong Cheng

* 28 pages, 9 figures 

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An Efficient Two-Stage Sparse Representation Method

Jul 25, 2014
Chengyu Peng, Hong Cheng, Manchor Ko

* 21 pages, 2 figures, 4 tables 

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