| Visual classification with multitask joint sparse representation XT Yuan, X Liu, S Yan IEEE Transactions on Image Processing 21 (10), 4349-4360, 2012 | 674 | 2012 |
| Truncated power method for sparse eigenvalue problems XT Yuan, T Zhang Journal of Machine Learning Research 14 (Apr), 899-925, 2013 | 235 | 2013 |
| Robust feature extraction via information theoretic learning XT Yuan, BG Hu Proceedings of the 26th annual international conference on machine learning …, 2009 | 143 | 2009 |
| Movie2comics: Towards a lively video content presentation M Wang, R Hong, XT Yuan, S Yan, TS Chua IEEE Transactions on Multimedia 14 (3), 858-870, 2012 | 123 | 2012 |
| Gradient hard thresholding pursuit for sparsity-constrained optimization X Yuan, P Li, T Zhang International Conference on Machine Learning, 127-135, 2014 | 114 | 2014 |
| Real-time object classification in video surveillance based on appearance learning L Zhang, SZ Li, X Yuan, S Xiang 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007 | 114 | 2007 |
| Bidirectional-convolutional LSTM based spectral-spatial feature learning for hyperspectral image classification Q Liu, F Zhou, R Hang, X Yuan Remote Sensing 9 (12), 1330, 2017 | 100 | 2017 |
| Accelerated low-rank visual recovery by random projection Y Mu, J Dong, X Yuan, S Yan CVPR 2011, 2609-2616, 2011 | 98 | 2011 |
| Visual tracking via weakly supervised learning from multiple imperfect oracles B Zhong, H Yao, S Chen, R Ji, TJ Chin, H Wang Pattern Recognition 47 (3), 1395-1410, 2014 | 94 | 2014 |
| Efficient subspace segmentation via quadratic programming S Wang, X Yuan, T Yao, S Yan, J Shen Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 2011 | 76 | 2011 |
| Sparseness analysis in the pretraining of deep neural networks J Li, T Zhang, W Luo, J Yang, XT Yuan, J Zhang IEEE transactions on neural networks and learning systems 28 (6), 1425-1438, 2016 | 60 | 2016 |
| Robust low-rank subspace segmentation with semidefinite guarantees Y Ni, J Sun, X Yuan, S Yan, LF Cheong 2010 IEEE International Conference on Data Mining Workshops, 1179-1188, 2010 | 60 | 2010 |
| Data processing and initial results of Chang'e-3 lunar penetrating radar Y Su, GY Fang, JQ Feng, SG Xing, YC Ji, B Zhou, YZ Gao, H Li, S Dai, ... Research in Astronomy and Astrophysics 14 (12), 1623, 2014 | 59 | 2014 |
| Video accessibility enhancement for hearing-impaired users R Hong, M Wang, XT Yuan, M Xu, J Jiang, S Yan, TS Chua ACM Transactions on Multimedia Computing, Communications, and Applications …, 2011 | 59 | 2011 |
| Hyperspectral image classification using spectral-spatial LSTMs F Zhou, R Hang, Q Liu, X Yuan Neurocomputing 328, 39-47, 2019 | 49 | 2019 |
| Gradient hard thresholding pursuit XT Yuan, P Li, T Zhang The Journal of Machine Learning Research 18 (1), 6027-6069, 2017 | 49 | 2017 |
| Principal component analysis based on non-parametric maximum entropy R He, B Hu, XT Yuan, WS Zheng Neurocomputing 73 (10-12), 1840-1852, 2010 | 47 | 2010 |
| Training skinny deep neural networks with iterative hard thresholding methods X Jin, X Yuan, J Feng, S Yan arXiv preprint arXiv:1607.05423, 2016 | 46 | 2016 |
| Multi-label visual classification with label exclusive context X Chen, XT Yuan, Q Chen, S Yan, TS Chua 2011 International Conference on Computer Vision, 834-841, 2011 | 46 | 2011 |
| Agglomerative mean-shift clustering XT Yuan, BG Hu, R He IEEE Transactions on Knowledge and Data Engineering 24 (2), 209-219, 2010 | 45 | 2010 |
Shuicheng Yan, FACM, FSAEng, FIEE...YITU, BAAI, NUSVerified email at nus.edu.sg
