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GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification


Dec 10, 2020
Daoming Zong, Shiliang Sun


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Manifold Partition Discriminant Analysis


Nov 23, 2020
Yang Zhou, Shiliang Sun

* IEEE Transactions on Cybernetics 47.4 (2016): 830-840 

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Adversarial Attacks for Multi-view Deep Models


Jun 19, 2020
Xuli Sun, Shiliang Sun


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Adversarial Attack with Pattern Replacement


Nov 25, 2019
Ziang Dong, Liang Mao, Shiliang Sun


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A Survey of Optimization Methods from a Machine Learning Perspective


Jun 17, 2019
Shiliang Sun, Zehui Cao, Han Zhu, Jing Zhao


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A Variant of Gaussian Process Dynamical Systems


Jun 09, 2019
Jing Zhao, Jingjing Fei, Shiliang Sun

* Technical Report, East China Normal University, November 2018 

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Variational Langevin Hamiltonian Monte Carlo for Distant Multi-modal Sampling


Jun 01, 2019
Minghao Gu, Shiliang Sun


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Online Anomaly Detection with Sparse Gaussian Processes


May 14, 2019
Jingjing Fei, Shiliang Sun


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PAC-Bayes bounds for stable algorithms with instance-dependent priors


Aug 30, 2018
Omar Rivasplata, Emilio Parrado-Hernandez, John Shawe-Taylor, Shiliang Sun, Csaba Szepesvari

* 16 pages, discussion of theory and experiments in the main body, detailed proofs and experimental details in the appendices 

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A Survey on Multi-View Clustering


Apr 03, 2018
Guoqing Chao, Shiliang Sun, Jinbo Bi

* 17 pages, 4 figures 

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Kernel Regression with Sparse Metric Learning


Dec 25, 2017
Rongqing Huang, Shiliang Sun

* Journal of Intelligent and Fuzzy Systems, 2013, 24(4): 775-787 

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Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and Neural Networks


Dec 25, 2017
Shiliang Sun, Rongqing Huang, Ya Gao

* Journal of Transportation Engineering, 2012, 138(11): 1358-1367 

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Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification


Dec 24, 2017
Qingjiu Zhang, Shiliang Sun

* The 16th International Conference on Neural Information Processing (ICONIP), Lecture Notes in Computer Science, 2009, 5863: 349-356 

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Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor


Dec 24, 2017
Shiliang Sun, Changshui Zhang, Yi Zhang

* The 15th International Conference on Artificial Neural Networks (ICANN), 2005, pp. 273-278 

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Neural Network Multitask Learning for Traffic Flow Forecasting


Dec 24, 2017
Feng Jin, Shiliang Sun

* Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2008. pp. 1898-1902 

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Location Dependent Dirichlet Processes


Jul 02, 2017
Shiliang Sun, John Paisley, Qiuyang Liu


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Multi-view Regularized Gaussian Processes


Jan 17, 2017
Qiuyang Liu, Shiliang Sun


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PAC-Bayes Analysis of Multi-view Learning


Jun 04, 2016
Shiliang Sun, John Shawe-Taylor, Liang Mao

* 35 pages 

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Infinite Mixtures of Multivariate Gaussian Processes


Jul 26, 2013
Shiliang Sun

* Proceedings of the International Conference on Machine Learning and Cybernetics, 2013, pages 1011-1016 

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Multi-view Laplacian Support Vector Machines


Jul 26, 2013
Shiliang Sun

* Lecture Notes in Computer Science, 2011, 7121: 209-222 

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