| Visual classification with multitask joint sparse representation XT Yuan, X Liu, S Yan IEEE Transactions on Image Processing 21 (10), 4349-4360, 2012 | 759 | 2012 |
| Truncated Power Method for Sparse Eigenvalue Problems. XT Yuan, T Zhang Journal of Machine Learning Research 14 (4), 2013 | 289 | 2013 |
| 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 | 224 | 2017 |
| Robust feature extraction via information theoretic learning XT Yuan, BG Hu Proceedings of the 26th annual international conference on machine learning …, 2009 | 160 | 2009 |
| Hyperspectral image classification using spectral-spatial LSTMs F Zhou, R Hang, Q Liu, X Yuan Neurocomputing 328, 39-47, 2019 | 151 | 2019 |
| 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 | 137 | 2012 |
| 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 | 135 | 2007 |
| Gradient hard thresholding pursuit for sparsity-constrained optimization X Yuan, P Li, T Zhang International Conference on Machine Learning, 127-135, 2014 | 132 | 2014 |
| 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 | 111 | 2014 |
| Accelerated low-rank visual recovery by random projection Y Mu, J Dong, X Yuan, S Yan CVPR 2011, 2609-2616, 2011 | 105 | 2011 |
| Efficient subspace segmentation via quadratic programming S Wang, X Yuan, T Yao, S Yan, J Shen Twenty-Fifth AAAI Conference on artificial intelligence, 2011 | 93 | 2011 |
| 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 | 92 | 2014 |
| Efficient meta learning via minibatch proximal update P Zhou, X Yuan, H Xu, S Yan, J Feng Advances in Neural Information Processing Systems 32, 2019 | 79 | 2019 |
| 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 | 77 | 2016 |
| Gradient Hard Thresholding Pursuit. XT Yuan, P Li, T Zhang J. Mach. Learn. Res. 18 (1), 6027-6069, 2017 | 75 | 2017 |
| 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 | 75 | 2011 |
| Training skinny deep neural networks with iterative hard thresholding methods X Jin, X Yuan, J Feng, S Yan arXiv preprint arXiv:1607.05423, 2016 | 70 | 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 | 67 | 2010 |
| Agglomerative mean-shift clustering XT Yuan, BG Hu, R He IEEE Transactions on Knowledge and Data Engineering 24 (2), 209-219, 2010 | 63 | 2010 |
| Robust discriminant analysis based on nonparametric maximum entropy R He, BG Hu, XT Yuan Advances in Machine Learning: First Asian Conference on Machine Learning …, 2009 | 54 | 2009 |
Shuicheng Yan, Fellow of AAAI, ACM,...Sea AI Lab; previously NUS, SingaporeVerified email at sea.com
