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Xiaofei He, Ph.D. - Publications

Affiliations: 
University of Chicago, Chicago, IL 
Area:
artificial intelligence, pattern recognition, machine learning, computational study of human speech and language
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64 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
2020 Wei L, Wei Z, Jin Z, Wei Q, Huang J, Hua X, Cai D, He X. Decouple co-adaptation: Classifier randomization for person re-identification Neurocomputing. 383: 1-9. DOI: 10.1016/J.Neucom.2019.11.093  0.331
2019 Yang S, Zhang L, He X, Yi Z. Learning Manifold Structures With Subspace Segmentations. Ieee Transactions On Cybernetics. PMID 30794522 DOI: 10.1109/Tcyb.2019.2895497  0.422
2018 Zhao Z, Yang Q, Lu H, Weninger T, Cai D, He X, Zhuang Y. Social-Aware Movie Recommendation via Multimodal Network Learning Ieee Transactions On Multimedia. 20: 430-440. DOI: 10.1109/Tmm.2017.2740022  0.331
2018 Zhang W, Luo T, Qiu S, Ye J, Cai D, He X, Wang J. Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks Ieee Transactions On Knowledge and Data Engineering. 30: 2145-2156. DOI: 10.1109/Tkde.2018.2816029  0.354
2018 Zhao W, Guan Z, Chen L, He X, Cai D, Wang B, Wang Q. Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis Ieee Transactions On Knowledge and Data Engineering. 30: 185-197. DOI: 10.1109/Tkde.2017.2756658  0.366
2018 Wen G, Mao Y, Cai D, He X. Split-Net: Improving face recognition in one forwarding operation Neurocomputing. 314: 94-100. DOI: 10.1016/J.Neucom.2018.06.030  0.4
2018 Wu K, Cai D, He X. Multi-label active learning based on submodular functions Neurocomputing. 313: 436-442. DOI: 10.1016/J.Neucom.2018.05.110  0.38
2018 Wen G, Chen H, Cai D, He X. Improving face recognition with domain adaptation Neurocomputing. 287: 45-51. DOI: 10.1016/J.Neucom.2018.01.079  0.342
2017 Li Z, Tang J, He X. Robust Structured Nonnegative Matrix Factorization for Image Representation. Ieee Transactions On Neural Networks and Learning Systems. PMID 28436905 DOI: 10.1109/Tnnls.2017.2691725  0.431
2017 Zhen X, Yu M, He X, Li S. Multi-Target Regression via Robust Low-Rank Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28368816 DOI: 10.1109/Tpami.2017.2688363  0.375
2016 Zhang W, Zhang L, Jin Z, Jin R, Cai D, Li X, Liang R, He X. Sparse Learning with Stochastic Composite Optimization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27295652 DOI: 10.1109/Tpami.2016.2578323  0.337
2016 Hu Y, Zhao C, Cai D, He X, Li X. Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion Acm Transactions On Multimedia Computing, Communications, and Applications. 12: 1-25. DOI: 10.1145/2903716  0.372
2016 Zhao Z, Lu H, Cai D, He X, Zhuang Y. User Preference Learning for Online Social Recommendation Ieee Transactions On Knowledge and Data Engineering. 28: 2522-2534. DOI: 10.1109/Tkde.2016.2569096  0.372
2016 Zhao Z, He X, Cai D, Zhang L, Ng W, Zhuang Y. Graph Regularized Feature Selection with Data Reconstruction Ieee Transactions On Knowledge and Data Engineering. 28: 689-700. DOI: 10.1109/Tkde.2015.2493537  0.407
2016 Zhu Y, Guan Z, Tan S, Liu H, Cai D, He X. Heterogeneous hypergraph embedding for document recommendation Neurocomputing. 216: 150-162. DOI: 10.1016/J.Neucom.2016.07.030  0.326
2016 Xue H, Liu Y, Cai D, He X. Tracking people in RGBD videos using deep learning and motion clues Neurocomputing. 204: 70-76. DOI: 10.1016/J.Neucom.2015.06.112  0.312
2015 Yu M, Shao L, Zhen X, He X. Local Feature Discriminant Projection. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26552074 DOI: 10.1109/Tpami.2015.2497686  0.425
2015 He X, Zhang C, Zhang L, Li X. A-Optimal Projection for Image Representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26353361 DOI: 10.1109/Tpami.2015.2439252  0.422
2015 Yang S, Yi Z, He X, Li X. A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26186793 DOI: 10.1109/Tip.2015.2457033  0.405
2015 Xu S, Zhang F, He X, Shen X, Zhang X. PM-PM: PatchMatch with Potts Model for object segmentation and stereo matching. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 2182-96. PMID 25823036 DOI: 10.1109/Tip.2015.2416654  0.362
2015 Lin B, He X, Ye J. A geometric viewpoint of manifold learning Applied Informatics. 2: 3. DOI: 10.1186/S40535-015-0006-6  0.404
2015 Ren CX, Dai DQ, He X, Yan H. Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis Ieee Transactions On Knowledge and Data Engineering. 27: 3070-3083. DOI: 10.1109/Tkde.2015.2448547  0.394
2015 Zhao Z, Zhang L, He X, Ng W. Expert Finding for Question Answering via Graph Regularized Matrix Completion Ieee Transactions On Knowledge and Data Engineering. 27: 993-1004. DOI: 10.1109/Tkde.2014.2356461  0.365
2015 Xu B, Bu J, Chen C, Wang C, Cai D, He X. EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval Ieee Transactions On Knowledge and Data Engineering. 27: 102-114. DOI: 10.1109/Tkde.2013.70  0.359
2015 Hong B, Wei L, Hu Y, Cai D, He X. Online robust principal component analysis via truncated nuclear norm regularization Neurocomputing. DOI: 10.1016/J.Neucom.2015.10.052  0.398
2015 He Z, Chen C, Bu J, Wang C, Zhang L, Cai D, He X. Unsupervised document summarization from data reconstruction perspective Neurocomputing. 157: 356-366. DOI: 10.1016/J.Neucom.2014.07.046  0.358
2015 Hu Y, Jin Z, Shi Y, Zhang D, Cai D, He X. Large scale multi-class classification with truncated nuclear norm regularization Neurocomputing. 148: 310-317. DOI: 10.1016/J.Neucom.2014.06.073  0.388
2014 Jin Z, Zhang D, Hu Y, Lin S, Cai D, He X. Fast and accurate hashing via iterative nearest neighbors expansion. Ieee Transactions On Cybernetics. 44: 2167-77. PMID 25330477 DOI: 10.1109/Tcyb.2014.2302018  0.372
2014 Liang R, Zhuge H, Jiang X, Zeng Q, He X. Scaling Hop-Based Reachability Indexing for Fast Graph Pattern Query Processing Ieee Transactions On Knowledge and Data Engineering. 26: 2803-2817. DOI: 10.1109/Tkde.2014.2310207  0.321
2014 Yang S, Yi Z, Ye M, He X. Convergence Analysis of Graph Regularized Non-negative Matrix Factorization Ieee Transactions On Knowledge and Data Engineering. 26: 2151-2165. DOI: 10.1109/Tkde.2013.98  0.4
2014 Tan S, Li Y, Sun H, Guan Z, Yan X, Bu J, Chen C, He X. Interpreting the Public Sentiment Variations on Twitter Ieee Transactions On Knowledge and Data Engineering. 26: 1158-1170. DOI: 10.1109/Tkde.2013.116  0.322
2014 Yang J, Xu B, Lin B, He X. Multi-Query Parallel Field Ranking for image retrieval Neurocomputing. 135: 192-202. DOI: 10.1016/J.Neucom.2013.12.033  0.367
2013 Hu Y, Zhang D, Ye J, Li X, He X. Fast and accurate matrix completion via truncated nuclear norm regularization. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2117-30. PMID 23868774 DOI: 10.1109/Tpami.2012.271  0.37
2013 Chen Y, Zhang J, Cai D, Liu W, He X. Nonnegative local coordinate factorization for image representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 969-79. PMID 23076045 DOI: 10.1109/Tip.2012.2224357  0.429
2013 Ji M, Lin B, He X, Cai D, Han J. Parallel Field Ranking Acm Transactions On Knowledge Discovery From Data. 7: 1-21. DOI: 10.1145/2513092.2513096  0.36
2013 Zhang C, He X. Image Compression by Learning to Minimize the Total Error Ieee Transactions On Circuits and Systems For Video Technology. 23: 565-576. DOI: 10.1109/Tcsvt.2012.2210803  0.383
2013 Yao G, Lu K, He X. G-Optimal Feature Selection with Laplacian regularization Neurocomputing. 119: 175-181. DOI: 10.1016/J.Neucom.2013.03.043  0.401
2012 Zhang L, Chen C, Bu J, He X. A unified feature and instance selection framework using optimum experimental design. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 2379-88. PMID 22262681 DOI: 10.1109/Tip.2012.2183879  0.394
2012 Fan J, He X, Zhou N, Peng J, Jain R. Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection Ieee Transactions On Multimedia. 14: 1414-1428. DOI: 10.1109/Tmm.2012.2197604  0.343
2012 Cai D, He X. Manifold Adaptive Experimental Design for Text Categorization Ieee Transactions On Knowledge and Data Engineering. 24: 707-719. DOI: 10.1109/Tkde.2011.104  0.418
2011 He X, Ji M, Zhang C, Bao H. A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 2013-25. PMID 21383399 DOI: 10.1109/Tpami.2011.44  0.418
2011 Zhang L, Chen C, Bu J, Cai D, He X, Huang TS. Active Learning Based on Locally Linear Reconstruction. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 2026-38. PMID 21282854 DOI: 10.1109/Tpami.2011.20  0.402
2011 Cai D, He X, Han J, Huang TS. Graph Regularized Nonnegative Matrix Factorization for Data Representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1548-60. PMID 21173440 DOI: 10.1109/Tpami.2010.231  0.38
2011 He X, Cai D, Shao Y, Bao H, Han J. Laplacian Regularized Gaussian Mixture Model for Data Clustering Ieee Transactions On Knowledge and Data Engineering. 23: 1406-1418. DOI: 10.1109/Tkde.2010.259  0.33
2011 Cai D, He X, Han J. Locally Consistent Concept Factorization for Document Clustering Ieee Transactions On Knowledge and Data Engineering. 23: 902-913. DOI: 10.1109/Tkde.2010.165  0.353
2011 Wang C, He X, Bu J, Chen Z, Chen C, Guan Z. Image representation using Laplacian regularized nonnegative tensor factorization Pattern Recognition. 44: 2516-2526. DOI: 10.1016/J.Patcog.2011.03.021  0.36
2011 Hua W, He X. Discriminative concept factorization for data representation Neurocomputing. 74: 3800-3807. DOI: 10.1016/J.Neucom.2011.07.020  0.365
2011 Zhang L, Chen Z, Zheng M, He X. Robust non-negative matrix factorization Frontiers of Electrical and Electronic Engineering in China. 6: 192-200. DOI: 10.1007/S11460-011-0128-0  0.369
2010 He X. Laplacian Regularized D-optimal Design for active learning and its application to image retrieval. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 254-63. PMID 19758863 DOI: 10.1109/Tip.2009.2032342  0.412
2010 Han Y, Wu F, Zhuang Y, He X. Multi-Label Transfer Learning With Sparse Representation Ieee Transactions On Circuits and Systems For Video Technology. 20: 1110-1121. DOI: 10.1109/Tcsvt.2010.2057015  0.4
2010 Lin B, He X, Zhou Y, Liu L, Lu K. Approximately harmonic projection: Theoretical analysis and an algorithm Pattern Recognition. 43: 3307-3313. DOI: 10.1016/J.Patcog.2010.05.011  0.396
2009 Wang C, Zhao J, He X, Chen C, Bu J. Image retrieval using nonlinear manifold embedding Neurocomputing. 72: 3922-3929. DOI: 10.1016/J.Neucom.2009.04.011  0.419
2008 He X, Cai D, Han J. Learning a Maximum Margin Subspace for Image Retrieval Ieee Transactions On Knowledge and Data Engineering. 20: 189-201. DOI: 10.1109/Tkde.2007.190692  0.407
2008 Cai D, He X, Han J. SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis Ieee Transactions On Knowledge and Data Engineering. 20: 1-12. DOI: 10.1109/Tkde.2007.190669  0.359
2008 He X, Jhala P. Regularized query classification using search click information Pattern Recognition. 41: 2283-2288. DOI: 10.1016/J.Patcog.2008.01.010  0.362
2008 Zhao J, Lu K, He X. Locality sensitive semi-supervised feature selection Neurocomputing. 71: 1842-1849. DOI: 10.1016/J.Neucom.2007.06.014  0.412
2007 He X, Cai D, Wen J, Ma W, Zhang H. Clustering and searching WWW images using link and page layout analysis Acm Transactions On Multimedia Computing, Communications, and Applications. 3: 10. DOI: 10.1145/1230812.1230816  0.325
2006 Cai D, He X, Han J, Zhang HJ. Orthogonal laplacianfaces for face recognition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 3608-14. PMID 17076419 DOI: 10.1109/Tip.2006.881945  0.372
2005 He X, Yan S, Hu Y, Niyogi P, Zhang HJ. Face recognition using laplacianfaces. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 328-40. PMID 15747789 DOI: 10.1109/Tpami.2005.55  0.602
2005 Cai D, He X, Han J. Document clustering using locality preserving indexing Ieee Transactions On Knowledge and Data Engineering. 17: 1624-1637. DOI: 10.1109/Tkde.2005.198  0.341
2005 Lu K, He X. Image retrieval based on incremental subspace learning Pattern Recognition. 38: 2047-2054. DOI: 10.1016/J.Patcog.2005.05.005  0.437
2004 Yan S, He X, Hu Y, Zhang H, Li M, Cheng Q. Bayesian Shape Localization for Face Recognition Using Global and Local Textures Ieee Transactions On Circuits and Systems For Video Technology. 14: 102-113. DOI: 10.1109/Tcsvt.2003.818359  0.382
2004 Min W, Lu K, He X. Locality pursuit embedding Pattern Recognition. 37: 781-788. DOI: 10.1016/J.Patcog.2003.09.005  0.388
2003 He X, King O, Ma W, Li M, Zhang H. Learning a semantic space from user's relevance feedback for image retrieval Ieee Transactions On Circuits and Systems For Video Technology. 13: 39-48. DOI: 10.1109/Tcsvt.2002.808087  0.389
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