Tongliang Liu - Google Scholar Citations

Cited by

	All	Since 2015
Citations	2368	2364
h-index	26	26
i10-index	42	42

820

410

205

615

20152016201720182019202043 262 368 615 809 256

Co-authors

Dacheng TaoThe University of SydneyVerified email at sydney.edu.au
Mingming GongUniversity of MelbourneVerified email at unimelb.edu.au
Chen GongNanjing University of Science and TechnologyVerified email at sjtu.edu.cn
Xinmei TianUniversity of Science and Technology of ChinaVerified email at ustc.edu.cn
Kun ZhangCarnegie Mellon University & Max-Planck Institute for Intelligent SystemsVerified email at cmu.edu
Xiyu YuThe University of SydneyVerified email at uni.sydney.edu.au
Erkun YangUniversity of North Carolina at Chapel HillVerified email at med.unc.edu
Cheng Deng （邓成）School of Electronic Engineering, Xi'an 710071, Xidian UniversityVerified email at mail.xidian.edu.cn
Jie GuiUniversity of MichiganVerified email at ustc.edu
Jian YangProf. of Computer Science, Nanjing University of Science and TechnologyVerified email at njust.edu.cn
Kede MaAssistant Professor of Computer Science, City University of Hong KongVerified email at cityu.edu.hk
Zhou WangProfessor, Electrical and Computer Engineering, University of WaterlooVerified email at ece.uwaterloo.ca
Hongfu LiuAssistant Professor of Computer Science, Brandeis UniversityVerified email at brandeis.edu
Kayhan BatmanghelichAssistant Professor, University of PittsburghVerified email at pitt.edu
Xinchao WangStevens Institute of TechnologyVerified email at stevens.edu
Wei LiuTencentVerified email at ee.columbia.edu
Yonggang WenFIEEE, Professor of Computer Science and Engineering, Nanyang TechnologicalVerified email at ntu.edu.sg
Wen Gao（高文）Professor of Computer Science, Peking UniversityVerified email at pku.edu.cn
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Lei WangSchool of Computing and Information Technology, University of WollongongVerified email at uow.edu.au

Tongliang Liu

The University of Sydney

Verified email at sydney.edu.au - Homepage

Machine Learning Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Classification with noisy labels by importance reweighting T Liu, D Tao IEEE Transactions on pattern analysis and machine intelligence 38 (3), 447-461, 2016	329	2016
Domain adaptation with conditional transferable components M Gong, K Zhang, T Liu, D Tao, C Glymour, B Schölkopf International conference on machine learning, 2839-2848, 2016	122	2016
Multiview matrix completion for multilabel image classification Y Luo, T Liu, D Tao, C Xu IEEE Transactions on Image Processing 24 (8), 2355-2368, 2015	108	2015
On compressing deep models by low rank and sparse decomposition X Yu, T Liu, X Wang, D Tao CVPR, 7370-7379, 2017	104	2017
Decomposition-based transfer distance metric learning for image classification Y Luo, T Liu, D Tao, C Xu IEEE Trans. Image Processing 23 (9), 3789-3801, 2014	97	2014
Fast supervised discrete hashing J Gui, T Liu, Z Sun, D Tao, T Tan IEEE transactions on pattern analysis and machine intelligence 40 (2), 490-496, 2017	95	2017
Algorithm-dependent generalization bounds for multi-task learning T Liu, D Tao, M Song, SJ Maybank IEEE transactions on pattern analysis and machine intelligence 39 (2), 227-241, 2016	93	2016
Spectral ensemble clustering H Liu, T Liu, J Wu, D Tao, Y Fu KDD, 715-724, 2015	90	2015
dipIQ: Blind image quality assessment by learning-to-rank discriminable image pairs K Ma, W Liu, T Liu, Z Wang, D Tao IEEE Transactions on Image Processing 26 (8), 3951-3964, 2017	89	2017
Deformed graph Laplacian for semisupervised learning C Gong, T Liu, D Tao, K Fu, E Tu, J Yang IEEE transactions on neural networks and learning systems 26 (10), 2261-2274, 2015	81	2015
On the performance of manhattan nonnegative matrix factorization T Liu, D Tao IEEE transactions on neural networks and learning systems 27 (9), 1851-1863, 2015	77	2015
Spectral ensemble clustering via weighted k-means: Theoretical and practical evidence H Liu, J Wu, T Liu, D Tao, Y Fu IEEE transactions on knowledge and data engineering 29 (5), 1129-1143, 2017	75	2017
Local rademacher complexity for multi-label learning C Xu, T Liu, D Tao, C Xu IEEE Transactions on Image Processing 25 (3), 1495-1507, 2016	70	2016
Large-cone nonnegative matrix factorization T Liu, M Gong, D Tao IEEE transactions on neural networks and learning systems 28 (9), 2129-2142, 2016	53	2016
Multiple kernel k-means with incomplete kernels X Liu, X Zhu, M Li, L Wang, E Zhu, T Liu, M Kloft, D Shen, J Yin, W Gao IEEE transactions on pattern analysis and machine intelligence, 2019	51	2019
Joint sparse representation and multitask learning for hyperspectral target detection Y Zhang, B Du, L Zhang, T Liu IEEE Transactions on Geoscience and Remote Sensing 55 (2), 894-906, 2016	50	2016
Dimensionality-Dependent Generalization Bounds for K-Dimensional Coding Schemes T Liu, D Tao, D Xu Neural Computation 28 (10), 2213-2249, 2016	41	2016
Representative vector machines: A unified framework for classical classifiers J Gui, T Liu, D Tao, Z Sun, T Tan IEEE transactions on cybernetics 46 (8), 1877-1888, 2015	39	2015
A regularization approach for instance-based superset label learning C Gong, T Liu, Y Tang, J Yang, J Yang, D Tao IEEE transactions on cybernetics 48 (3), 967-978, 2017	38	2017
Elastic net hypergraph learning for image clustering and semi-supervised classification Q Liu, Y Sun, C Wang, T Liu, D Tao IEEE Transactions on Image Processing 26 (1), 452-463, 2016	36	2016

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