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Learnable Hypergraph Laplacian for Hypergraph Learning


Jun 10, 2021
Jiying Zhang, Yuzhao Chen, Xi Xiao, Runiu Lu, Shu-Tao Xia


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Diversified Multiscale Graph Learning with Graph Self-Correction


Mar 17, 2021
Yuzhao Chen, Yatao Bian, Jiying Zhang, Xi Xiao, Tingyang Xu, Yu Rong, Junzhou Huang


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Towards A Category-extended Object Detector without Relabeling or Conflicts


Dec 28, 2020
Bowen Zhao, Chen Chen, Wanpeng Xiao, Xi Xiao, Qi Ju, Shutao Xia


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On Self-Distilling Graph Neural Network


Nov 04, 2020
Yuzhao Chen, Yatao Bian, Xi Xiao, Yu Rong, Tingyang Xu, Junzhou Huang


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Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach


Aug 26, 2020
Kelong Mao, Xi Xiao, Jieming Zhu, Biao Lu, Ruiming Tang, Xiuqiang He

* Accepted by SIGIR 2020 

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Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?


Jul 12, 2020
Tian Bian, Xi Xiao, Tingyang Xu, Yu Rong, Wenbing Huang, Peilin Zhao, Junzhou Huang


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Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks


Jan 17, 2020
Tian Bian, Xi Xiao, Tingyang Xu, Peilin Zhao, Wenbing Huang, Yu Rong, Junzhou Huang

* 8 pages, 4 figures, AAAI 2020 

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Maintaining Discrimination and Fairness in Class Incremental Learning


Nov 16, 2019
Bowen Zhao, Xi Xiao, Guojun Gan, Bin Zhang, Shutao Xia


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Self-Paced Probabilistic Principal Component Analysis for Data with Outliers


Apr 13, 2019
Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Shutao Xia


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