Tongliang Liu

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Dacheng TaoThe University of SydneyVerified email at sydney.edu.au
Bo HanHKBU / RIKENVerified email at comp.hkbu.edu.hk
Mingming GongUniversity of MelbourneVerified email at unimelb.edu.au
Gang NiuRIKEN Center for Advanced Intelligence ProjectVerified email at postman.riken.jp
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.jp
Chen GongProfessor@Nanjing University of Science and TechnologyVerified email at njust.edu.cn
Nannan WangProfessor, Xidian UniversityVerified email at xidian.edu.cn
Xiaobo XiaPh.D. student, The University of SydneyVerified email at uni.sydney.edu.au
Yuxuan DuUniversity of Sydney; JD Explore AcademyVerified email at uni.sydney.edu.au
Kun ZhangCarnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at cmu.edu
Erkun YangXidian UniversityVerified email at xidian.edu.cn
Cheng Deng （邓成）School of Electronic Engineering, Xi'an 710071, Xidian UniversityVerified email at mail.xidian.edu.cn
Yong LuoWuhan UniversityVerified email at whu.edu.cn
Yu Yaothe University of SydneyVerified email at uni.sydney.edu.au
Jiankang DengImperial College LondonVerified email at imperial.ac.uk
Yang LiuComputer Science and Engineering, UC Santa CruzVerified email at ucsc.edu
Yonggang ZHANGHKBUVerified email at comp.hkbu.edu.hk
Kede MaAssistant Professor of Computer Science, City University of Hong KongVerified email at cityu.edu.hk
Li ShenJD Explore AcademyVerified email at jd.com
Dawei ZhouXidian UniversityVerified email at stu.xidian.edu.cn

Tongliang Liu

Director, Sydney AI Centre, University of Sydney & Mohamed bin Zayed University of AI

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, 2015	757	2015
Deep domain generalization via conditional invariant adversarial networks Y Li, X Tian, M Gong, Y Liu, T Liu, K Zhang, D Tao ECCV 2018, 624-639, 2018	497	2018
On compressing deep models by low rank and sparse decomposition X Yu, T Liu, X Wang, D Tao CVPR 2017, 7370-7379, 2017	379	2017
Domain adaptation with conditional transferable components M Gong, K Zhang, T Liu, D Tao, C Glymour, B Schölkopf ICML 2016, 2839-2848, 2016	324	2016
Multiple Kernel -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 42 (5), 1191-1204, 2019	309	2019
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	276	2017
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	236	2017
Are Anchor Points Really Indispensable in Label-Noise Learning? X Xia, T Liu, N Wang, B Han, C Gong, G Niu, M Sugiyama NeurIPS 2019, 6835--6846, 2019	234	2019
Expressive power of parametrized quantum circuits Y Du, MH Hsieh, T Liu, D Tao Physical Review Research 2 (3), 033125, 2020	190	2020
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	172	2017
Part-dependent label noise: Towards instance-dependent label noise X Xia, T Liu, B Han, N Wang, M Gong, H Liu, G Niu, D Tao, M Sugiyama NeurIPS 2020 33, 2020	151	2020
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	151	2015
Learning with biased complementary labels X Yu, T Liu, M Gong, D Tao ECCV 2018, 68-83, 2018	150	2018
Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces J Deng, J Guo, T Liu, M Gong, S Zafeiriou ECCV 2020, 2020	145	2020
Domain generalization via entropy regularization S Zhao, M Gong, T Liu, H Fu, D Tao NeurIPS 2020 33, 2020	143	2020
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	143	2016
Unsupervised semantic-preserving adversarial hashing for image search C Deng, E Yang, T Liu, J Li, W Liu, D Tao IEEE Transactions on Image Processing 28 (8), 4032-4044, 2019	142	2019
Spectral ensemble clustering H Liu, T Liu, J Wu, D Tao, Y Fu KDD 2015, 715-724, 2015	140	2015
Domain generalization via conditional invariant representation Y Li, M Gong, X Tian, T Liu, D Tao AAAI 2018, 2018	138	2018
Dual T: Reducing estimation error for transition matrix in label-noise learning Y Yao, T Liu, B Han, M Gong, J Deng, G Niu, M Sugiyama NeurIPS 2020 33, 2020	133	2020

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