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Hongfu Liu - Publications

Affiliations: 
Brandeis University, Waltham, MA, United States 
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27 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Liu H, Chen J, Dy J, Fu Y. Transforming Complex Problems into K-means Solutions. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 37021920 DOI: 10.1109/TPAMI.2023.3237667  0.636
2021 Li K, Liu H, Zhang Y, Li K, Fu Y. Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization. Ieee Transactions On Cybernetics. PMID 34236980 DOI: 10.1109/TCYB.2021.3087746  0.801
2021 Lv X, Wang W, Liu H. Cluster-Wise Weighted NMF for Hyperspectral Images Unmixing with Imbalanced Data Remote Sensing. 13: 268. DOI: 10.3390/rs13020268  0.434
2020 Li J, Liu H, Tao Z, Zhao H, Fu Y. Learnable Subspace Clustering. Ieee Transactions On Neural Networks and Learning Systems. PMID 33306473 DOI: 10.1109/TNNLS.2020.3040379  0.798
2020 Wang W, Liu H. Deep Nonnegative Dictionary Factorization for Hyperspectral Unmixing Remote Sensing. 12: 2882. DOI: 10.3390/rs12182882  0.346
2020 Liu H, Li J, Wu Y, Fu Y. Clustering with Outlier Removal Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2019.2954317  0.785
2020 Wang W, Qian Y, Liu H. Multiple Clustering Guided Nonnegative Matrix Factorization for Hyperspectral Unmixing Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13: 5162-5179. DOI: 10.1109/JSTARS.2020.3020541  0.496
2020 Li X, Liu H, Zhu B. Evolutive preference analysis with online consumer ratings Information Sciences. 541: 332-344. DOI: 10.1016/J.Ins.2020.06.048  0.305
2019 Tao Z, Liu H, Fu H, Fua Y. Multi-View Saliency-Guided Clustering for Image Cosegmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31071036 DOI: 10.1109/Tip.2019.2913555  0.796
2019 Tao Z, Liu H, Li S, Ding Z, Fu Y. Marginalized Multiview Ensemble Clustering. Ieee Transactions On Neural Networks and Learning Systems. PMID 30990450 DOI: 10.1109/Tnnls.2019.2906867  0.81
2019 Wang D, Lu C, Wu J, Liu H, Zhang W, Zhuang F, Zhang H. Softly Associative Transfer Learning for Cross-Domain Classification. Ieee Transactions On Cybernetics. PMID 30703057 DOI: 10.1109/Tcyb.2019.2891577  0.506
2019 Xiong H, Liu H, Zhong B, Fu Y. Structured and Sparse Annotations for Image Emotion Distribution Learning Proceedings of the Aaai Conference On Artificial Intelligence. 33: 363-370. DOI: 10.1609/AAAI.V33I01.3301363  0.417
2019 Tao Z, Liu H, Li S, Ding Z, Fu Y. Robust Spectral Ensemble Clustering via Rank Minimization Acm Transactions On Knowledge Discovery From Data. 13: 1-25. DOI: 10.1145/3278606  0.798
2019 Liu H, Shao M, Fu Y. Feature Selection with Unsupervised Consensus Guidance Ieee Transactions On Knowledge and Data Engineering. 31: 2319-2331. DOI: 10.1109/Tkde.2018.2875712  0.701
2019 Liu H, Shao M, Ding Z, Fu Y. Structure-Preserved Unsupervised Domain Adaptation Ieee Transactions On Knowledge and Data Engineering. 31: 799-812. DOI: 10.1109/Tkde.2018.2843342  0.601
2018 Robinson JP, Shao M, Wu Y, Liu H, Gillis T, Fu Y. Visual Kinship Recognition of Families in the Wild. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993906 DOI: 10.1109/Tpami.2018.2826549  0.679
2018 Li X, Liu H. Greedy optimization for K-means-based consensus clustering Tsinghua Science and Technology. 23: 184-194. DOI: 10.26599/TST.2018.9010063  0.447
2018 Liu H, Fu Y. Consensus Guided Multi-View Clustering Acm Transactions On Knowledge Discovery From Data. 12: 1-21. DOI: 10.1145/3182384  0.725
2018 Wu Y, Liu H, Li J, Fu Y. Improving face representation learning with center invariant loss Image and Vision Computing. 79: 123-132. DOI: 10.1016/J.Imavis.2018.09.010  0.585
2017 Liu H, Tao Z, Fu Y. Partition Level Constrained Clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. 1. PMID 29053445 DOI: 10.1109/Tpami.2017.2763945  0.798
2017 Zhao H, Liu H, Ding Z, Fu Y. Consensus Regularized Multi-View Outlier Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28945594 DOI: 10.1109/Tip.2017.2754942  0.627
2017 Liu H, Zhao R, Fang H, Cheng F, Fu Y, Liu YY. Entropy-based Consensus Clustering for Patient Stratification. Bioinformatics (Oxford, England). PMID 28369256 DOI: 10.1093/Bioinformatics/Btx167  0.653
2017 Liu H, Wu J, Liu T, Tao D, Fu Y. Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence Ieee Transactions On Knowledge and Data Engineering. 29: 1129-1143. DOI: 10.1109/Tkde.2017.2650229  0.774
2017 Wu J, Wu Z, Cao J, Liu H, Chen G, Zhang Y. Fuzzy Consensus Clustering With Applications on Big Data Ieee Transactions On Fuzzy Systems. 25: 1430-1445. DOI: 10.1109/Tfuzz.2017.2742463  0.638
2017 Liu H, Shao M, Li S, Fu Y. Infinite ensemble clustering Data Mining and Knowledge Discovery. 32: 385-416. DOI: 10.1007/S10618-017-0539-5  0.792
2015 Wu J, Liu H, Xiong H, Cao J, Chen J. K-Means-Based Consensus Clustering: A Unified View Ieee Transactions On Knowledge and Data Engineering. 27: 155-169. DOI: 10.1109/Tkde.2014.2316512  0.685
2012 Wu J, Zhu S, Liu H, Xia G. Cosine interesting pattern discovery Information Sciences. 184: 176-195. DOI: 10.1016/J.Ins.2011.09.006  0.322
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