| Multi-label learning with label-specific feature reduction S Xu, X Yang, H Yu, DJ Yu, J Yang, ECC Tsang Knowledge-Based Systems 104, 52-61, 2016 | 175 | 2016 |
| Robust supervised rough granular description model with the principle of justifiable granularity H Ju, W Ding, X Yang, H Fujita, S Xu Applied Soft Computing 110, 107612, 2021 | 39 | 2021 |
| Label distribution learning: A local collaborative mechanism S Xu, H Ju, L Shang, W Pedrycz, X Yang, C Li International Journal of Approximate Reasoning 121, 59-84, 2020 | 33 | 2020 |
| Multigranulation rough set: a multiset based strategy X Yang, S Xu, H Dou, X Song, H Yu, J Yang International Journal of Computational Intelligence Systems 10 (1), 277-292, 2017 | 27 | 2017 |
| The models of variable precision multigranulation rough sets H Dou, X Yang, J Fan, S Xu Rough Sets and Knowledge Technology: 7th International Conference, RSKT 2012 …, 2012 | 26 | 2012 |
| Triple-G: a new MGRS and attribute reduction J Ba, K Liu, H Ju, S Xu, T Xu, X Yang International Journal of Machine Learning and Cybernetics 13 (2), 337-356, 2022 | 22 | 2022 |
| Latent Semantics Encoding for Label Distribution Learning. S Xu, L Shang, F Shen IJCAI, 3982-3988, 2019 | 21 | 2019 |
| Neighborhood collaborative classifiers S Xu, X Yang, ECC Tsang, EA Mantey 2016 International Conference on Machine Learning and Cybernetics (ICMLC) 1 …, 2016 | 19 | 2016 |
| A Q-learning approach to attribute reduction Y Liu, Z Gong, K Liu, S Xu, H Ju, X Yang Applied Intelligence 53 (4), 3750-3765, 2023 | 12 | 2023 |
| Attribute-driven image captioning via soft-switch pointer Y Zhou, J Long, S Xu, L Shang Pattern Recognition Letters 152, 34-41, 2021 | 11 | 2021 |
| Attribute reduction: an ensemble strategy S Xu, P Wang, J Li, X Yang, X Chen International joint conference on rough sets, 362-375, 2017 | 11 | 2017 |
| Multi-label learning with Relief-based label-specific feature selection J Zhang, K Liu, X Yang, H Ju, S Xu Applied Intelligence 53 (15), 18517-18530, 2023 | 10 | 2023 |
| Dual-channel fuzzy interaction information fused feature selection with fuzzy sparse and shared granularities H Ju, X Fan, W Ding, J Huang, S Xu, X Yang, W Pedrycz IEEE Transactions on Fuzzy Systems, 2024 | 3 | 2024 |
| Incomplete label distribution learning via label correlation decomposition S Xu, L Shang, F Shen, X Yang, W Pedrycz Information Fusion 113, 102600, 2025 | 1 | 2025 |
| Class-specific semi-supervised feature selection with fuzzy convex balling information granularity H Ju, J Li, W Ding, X Fan, J Huang, S Xu, X Yang Information Sciences 700, 121821, 2025 | | 2025 |
| Foreground Mask Guided Network for Crowd Counting C Li, L Shang, S Xu PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim …, 2019 | | 2019 |