| Efficient and robust feature selection via joint l2, 1-norms minimization F Nie, H Huang, X Cai, C Ding Advances in Neural Information Processing Systems 23, 1813-1821, 2010 | 1592 | 2010 |
| Multi-View K-Means Clustering on Big Data X Cai, F Nie, H Huang International Joint Conference on Artificial Intelligence -IJCAI 2013, 2598-2604, 2013 | 395 | 2013 |
| Heterogeneous image feature integration via multi-modal spectral clustering X Cai, F Nie, H Huang, F Kamangar CVPR 2011, 2011 | 211 | 2011 |
| Robust matrix completion via joint schatten p-norm and lp-norm minimization F Nie, H Wang, X Cai, H Huang, C Ding 2012 IEEE 12th International Conference on Data Mining, 566-574, 2012 | 104 | 2012 |
| Exact top-k feature selection via l2, 0-norm constraint X Cai, F Nie, H Huang Twenty-third international joint conference on artificial intelligence, 2013 | 91 | 2013 |
| On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions X Cai, C Ding, F Nie, H Huang Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 82 | 2013 |
| Heterogeneous Image Features Integration via Multi-Modal Semi-Supervised Learning Model X Cai, F Nie, W Cai, H Huang international conference on computer vision (ICCV) 2013, 2013 | 75 | 2013 |
| Multi-class l2, 1-norm support vector machine X Cai, F Nie, H Huang, C Ding 2011 IEEE 11th International Conference on Data Mining, 91-100, 2011 | 69 | 2011 |
| A closed form solution to multi-view low-rank regression S Zheng, X Cai, C Ding, F Nie, H Huang Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 56 | 2015 |
| New Graph Structured Sparsity Model for Multi-Label Image Annotations X Cai, F Nie, W Cai, H Huang 14th international conference on computer vision, 2013 | 49 | 2013 |
| Joint stage recognition and anatomical annotation of drosophila gene expression patterns X Cai, H Wang, H Huang, C Ding Bioinformatics 28 (12), i16-i24, 2012 | 26 | 2012 |
| Computer graphics classification based on Markov process model and boosting feature selection technique P Sutthiwan, X Cai, YQ Shi, H Zhang Image Processing (ICIP), 2009 16th IEEE International Conference on, 2913-2916, 2009 | 22 | 2009 |
| Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph X Cai, H Wang, H Huang, C Ding Computer Vision–ECCV 2012, 823-836, 2012 | 17 | 2012 |
| Flexible Shift-Invariant Locality and Globality Preserving Projections F Nie, X Cai, H Huang The European Conference on Machine Learning and Principles and Practice of …, 2014 | 10 | 2014 |
| Efficient and robust feature selection via joint l21-norms minimization. NIPS F Nie, X Cai, H Huang, C Ding | 7 | 2010 |
| Group-wise consistent parcellation of gyri via adaptive multi-view spectral clustering of fiber shapes H Chen, X Cai, D Zhu, F Nie, T Liu, H Huang International Conference on Medical Image Computing and Computer-Assisted …, 2012 | 6 | 2012 |
| Sparse and large-scale learning models and algorithms for mining heterogeneous big data X Cai Computer Science & Engineering, 2014 | 1 | 2014 |
| Generation of trip estimates using real-time data and historical data S Yao, X Cai US Patent US10078337B1, 2018 | | 2018 |
Heng HuangJohn A. Jurenko Endowed Professor, Electrical and Computer Engineering, University of PittsburghVerified email at pitt.edu
