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Sheng Li - Publications

Affiliations: 
University of Georgia, Athens, Athens, GA, United States 
Area:
Machine Learning, Computer Vision, Data Mining
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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
2022 Guan J, Li S, He X, Zhu J, Chen J, Si P. SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 36219667 DOI: 10.1109/TPAMI.2022.3213574  0.304
2020 Ren J, Zhang Z, Li S, Wang Y, Liu G, Yan S, Wang M. Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31944974 DOI: 10.1109/Tip.2020.2965289  0.37
2019 Li Z, Zhang Z, Qin J, Li S, Cai H. Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality. Neural Networks : the Official Journal of the International Neural Network Society. 119: 93-112. PMID 31404806 DOI: 10.1016/J.Neunet.2019.07.013  0.364
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  0.729
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  0.722
2019 Zhang Z, Zhang Y, Li S, Liu G, Zeng D, Yan S, Wang M. Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2019.2940576  0.398
2019 Zhang Y, Zhang Z, Li S, Qin J, Liu G, Wang M, Yan S. Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation Ieee Transactions On Knowledge and Data Engineering. 31: 2423-2440. DOI: 10.1109/Tkde.2018.2877746  0.373
2019 Liu J, Qiao R, Li Y, Li S. Witness detection in multi-instance regression and its application for age estimation Multimedia Tools and Applications. 78: 33703-33722. DOI: 10.1007/S11042-019-08203-X  0.354
2018 Li K, Ding Z, Li S, Fu Y. Toward Resolution-Invariant Person Reidentification via Projective Dictionary Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 30403642 DOI: 10.1109/Tnnls.2018.2875429  0.546
2018 Jia C, Shao M, Li S, Zhao H, Fu Y. Stacked Denoising Tensor Auto-Encoder for Action Recognition With Spatiotemporal Corruptions. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 27: 1878-1887. PMID 29346101 DOI: 10.1109/Tip.2017.2781299  0.717
2018 Li S, Shao M, Fu Y. Multi-View Low-Rank Analysis with Applications to Outlier Detection Acm Transactions On Knowledge Discovery From Data. 12: 1-22. DOI: 10.1145/3168363  0.556
2018 Li S, Li K, Fu Y. Early Recognition of 3D Human Actions Acm Transactions On Multimedia Computing, Communications, and Applications. 14: 1-21. DOI: 10.1145/3131344  0.486
2018 Zhong G, Zheng Y, Li S, Fu Y. SLMOML: Online Metric Learning With Global Convergence Ieee Transactions On Circuits and Systems For Video Technology. 28: 2460-2472. DOI: 10.1109/Tcsvt.2017.2726526  0.523
2017 Li S, Shao M, Fu Y. Person Re-identification by Cross-View Multi-Level Dictionary Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29989963 DOI: 10.1109/Tpami.2017.2764893  0.54
2017 Li K, Li S, Oh S, Fu Y. Videography based Unconstrained Video Analysis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28287972 DOI: 10.1109/Tip.2017.2678800  0.492
2017 Li S, Li K, Fu Y. Self-Taught Low-Rank Coding for Visual Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 28060712 DOI: 10.1109/Tnnls.2016.2633275  0.537
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  0.714
2015 Li S, Fu Y. Learning Robust and Discriminative Subspace With Low-Rank Constraints. Ieee Transactions On Neural Networks and Learning Systems. PMID 26340784 DOI: 10.1109/Tnnls.2015.2464090  0.573
2015 Li S, Fu Y. Learning Balanced and Unbalanced Graphs via Low-Rank Coding Ieee Transactions On Knowledge and Data Engineering. 27: 1274-1287. DOI: 10.1109/Tkde.2014.2365793  0.53
2014 Li L, Li S, Fu Y. Learning low-rank and discriminative dictionary for image classification Image and Vision Computing. 32: 814-823. DOI: 10.1016/J.Imavis.2014.02.007  0.548
2013 Li S, Li P, Fu Y. Understanding 3D human torso shape via manifold clustering Proceedings of Spie. 8750: 875013-875013. DOI: 10.1117/12.2018314  0.571
2012 Jing XY, Li S, Li WQ, Yao YF, Lan C, Lu JS, Yang JY. Palmprint and face multi-modal biometric recognition based on SDA-GSVD and its kernelization. Sensors (Basel, Switzerland). 12: 5551-71. PMID 22778600 DOI: 10.3390/S120505551  0.362
2012 Bian LS, Yao YF, Jing XY, Li S, Man JY, Sun J. Face Recognition Based on a Fast Kernel Discriminant Analysis Approach Advanced Materials Research. 6205-6211. DOI: 10.4028/Www.Scientific.Net/Amr.433-440.6205  0.323
2012 Jing X, Li S, Zhang D, Yang J, Yang J. Supervised and Unsupervised Parallel Subspace Learning for Large-Scale Image Recognition Ieee Transactions On Circuits and Systems For Video Technology. 22: 1497-1511. DOI: 10.1109/Tcsvt.2012.2202079  0.392
2012 Jing X, Lan C, Zhang D, Yang J, Li M, Li S, Zhu S. Face feature extraction and recognition based on discriminant subclass-center manifold preserving projection Pattern Recognition Letters. 33: 709-717. DOI: 10.1016/J.Patrec.2012.01.001  0.397
2012 Jing X, Li S, Zhang D, Lan C, Yang J. Optimal subset-division based discrimination and its kernelization for face and palmprint recognition Pattern Recognition. 45: 3590-3602. DOI: 10.1016/J.Patcog.2012.04.001  0.346
2011 Jing X, Li S, Lan C, Zhang D, Yang J, Liu Q. Fast communication: Color image canonical correlation analysis for face feature extraction and recognition Signal Processing. 91: 2132-2140. DOI: 10.1016/J.Sigpro.2011.02.016  0.321
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