| Multi-class active learning by uncertainty sampling with diversity maximization Y Yang, Z Ma, F Nie, X Chang, AG Hauptmann International Journal of Computer Vision 113 (2), 113-127, 2015 | 307 | 2015 |
| Semantic pooling for complex event analysis in untrimmed videos X Chang, YL Yu, Y Yang, EP Xing IEEE transactions on pattern analysis and machine intelligence 39 (8), 1617-1632, 2017 | 304 | 2017 |
| A convex formulation for semi-supervised multi-label feature selection X Chang, F Nie, Y Yang, H Huang Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014 | 230 | 2014 |
| Bi-level semantic representation analysis for multimedia event detection X Chang, Z Ma, Y Yang, Z Zeng, AG Hauptmann IEEE transactions on cybernetics 47 (5), 1180-1197, 2016 | 221 | 2016 |
| Semisupervised feature analysis by mining correlations among multiple tasks X Chang, Y Yang IEEE transactions on neural networks and learning systems 28 (10), 2294-2305, 2016 | 209 | 2016 |
| Feature interaction augmented sparse learning for fast kinect motion detection X Chang, Z Ma, M Lin, Y Yang, AG Hauptmann IEEE transactions on image processing 26 (8), 3911-3920, 2017 | 182 | 2017 |
| Adaptive unsupervised feature selection with structure regularization M Luo, F Nie, X Chang, Y Yang, AG Hauptmann, Q Zheng IEEE transactions on neural networks and learning systems 29 (4), 944-956, 2017 | 144 | 2017 |
| Beyond trace ratio: weighted harmonic mean of trace ratios for multiclass discriminant analysis Z Li, F Nie, X Chang, Y Yang IEEE Transactions on Knowledge and Data Engineering 29 (10), 2100-2110, 2017 | 132 | 2017 |
| MMALFM: Explainable recommendation by leveraging reviews and images Z Cheng, X Chang, L Zhu, RC Kanjirathinkal, M Kankanhalli ACM Transactions on Information Systems (TOIS) 37 (2), 1-28, 2019 | 129 | 2019 |
| Compound rank- projections for bilinear analysis X Chang, F Nie, S Wang, Y Yang, X Zhou, C Zhang IEEE transactions on neural networks and learning systems 27 (7), 1502-1513, 2016 | 128 | 2016 |
| Revealing event saliency in unconstrained video collection D Zhang, J Han, L Jiang, S Ye, X Chang IEEE Transactions on Image Processing 26 (4), 1746-1758, 2017 | 121 | 2017 |
| Fast and orthogonal locality preserving projections for dimensionality reduction R Wang, F Nie, R Hong, X Chang, X Yang, W Yu IEEE Transactions on Image Processing 26 (10), 5019-5030, 2017 | 106 | 2017 |
| Semantic concept discovery for large-scale zero-shot event detection X Chang, Y Yang, A Hauptmann, EP Xing, YL Yu Twenty-fourth international joint conference on artificial intelligence, 2015 | 105 | 2015 |
| An adaptive semisupervised feature analysis for video semantic recognition M Luo, X Chang, L Nie, Y Yang, AG Hauptmann, Q Zheng IEEE transactions on cybernetics 48 (2), 648-660, 2017 | 85 | 2017 |
| Complex event detection using semantic saliency and nearly-isotonic SVM X Chang, Y Yang, EP Xing, YL Yu Proceedings of the 32nd International Conference on Machine Learning, 2015 | 81 | 2015 |
| Diagnosis code assignment using sparsity-based disease correlation embedding S Wang, X Chang, X Li, G Long, L Yao, QZ Sheng IEEE Transactions on Knowledge and Data Engineering 28 (12), 3191-3202, 2016 | 79 | 2016 |
| Convex sparse PCA for unsupervised feature learning X Chang, F Nie, Y Yang, C Zhang, H Huang ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (1), 1-16, 2016 | 79 | 2016 |
| Connecting the dots: Multivariate time series forecasting with graph neural networks Z Wu, S Pan, G Long, J Jiang, X Chang, C Zhang Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 78 | 2020 |
| A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions P Ren, Y Xiao, X Chang, PY Huang, Z Li, X Chen, X Wang ACM Computing Surveys 54 (4), 1-34, 2021 | 68 | 2021 |
| Vision-language navigation with self-supervised auxiliary reasoning tasks F Zhu, Y Zhu, X Chang, X Liang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 68 | 2020 |
Yi YangUniversity of Technology SydneyVerified email at uts.edu.au
