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Hongfu Liu
Hongfu Liu
Assistant Professor of Computer Science, Brandeis University
Verified email at brandeis.edu - Homepage
Title
Cited by
Cited by
Year
K-means-based consensus clustering: A unified view
J Wu, H Liu, H Xiong, J Cao, J Chen
IEEE transactions on knowledge and data engineering 27 (1), 155-169, 2014
2012014
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
1362017
Incomplete multi-modal visual data grouping.
H Zhao, H Liu, Y Fu
IJCAI, 2392-2398, 2016
1352016
Spectral ensemble clustering
H Liu, T Liu, J Wu, D Tao, Y Fu
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
1272015
From ensemble clustering to multi-view clustering
Z Tao, H Liu, S Li, Z Ding, Y Fu
IJCAI, 2017
1082017
Consensus regularized multi-view outlier detection
H Zhao, H Liu, Z Ding, Y Fu
IEEE Transactions on Image Processing 27 (1), 236-248, 2017
922017
Infinite ensemble for image clustering
H Liu, M Shao, S Li, Y Fu
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
902016
Visual kinship recognition of families in the wild
JP Robinson, M Shao, Y Wu, H Liu, T Gillis, Y Fu
IEEE Transactions on pattern analysis and machine intelligence 40 (11), 2624 …, 2018
882018
Entropy-based consensus clustering for patient stratification
H Liu, R Zhao, H Fang, F Cheng, Y Fu, YY Liu
Bioinformatics 33 (17), 2691-2698, 2017
582017
Image cosegmentation via saliency-guided constrained clustering with cosine similarity
Z Tao, H Liu, H Fu, Y Fu
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
582017
Deep face recognition with center invariant loss
Y Wu, H Liu, J Li, Y Fu
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, 408-414, 2017
522017
Marginalized latent semantic encoder for zero-shot learning
Z Ding, H Liu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
472019
Robust spectral ensemble clustering
Z Tao, H Liu, S Li, Y Fu
Proceedings of the 25th ACM International on Conference on Information and …, 2016
472016
Marginalized multiview ensemble clustering
Z Tao, H Liu, S Li, Z Ding, Y Fu
IEEE transactions on neural networks and learning systems 31 (2), 600-611, 2019
462019
Fuzzy consensus clustering with applications on big data
J Wu, Z Wu, J Cao, H Liu, G Chen, Y Zhang
IEEE Transactions on Fuzzy Systems 25 (6), 1430-1445, 2017
432017
A theoretic framework of k-means-based consensus clustering
J Wu, H Liu, H Xiong, J Cao
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
402013
Clustering with outlier removal
H Liu, J Li, Y Wu, Y Fu
IEEE transactions on knowledge and data engineering 33 (6), 2369-2379, 2019
392019
Consensus guided unsupervised feature selection
H Liu, M Shao, Y Fu
Thirtieth AAAI Conference on Artificial Intelligence, 2016
342016
Clustering with partition level side information
H Liu, Y Fu
2015 IEEE international conference on data mining, 877-882, 2015
342015
Partition level constrained clustering
H Liu, Z Tao, Y Fu
IEEE transactions on pattern analysis and machine intelligence 40 (10), 2469 …, 2017
332017
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