| Issue Date | Title | Author(s) |
| 2012 | Batch mode adaptive multiple instance learning for computer vision tasks | Li, Wen; Duan, Lixin; Tsang, Ivor Wai-Hung; Xu, Dong |
| 2012 | Co-labeling : a new multi-view learning approach for ambiguous problems | Duan, Lixin; Tsang, Ivor Wai-Hung; Xu, Dong; Li, Wen |
| 2014 | Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding | Gao, Shenghua; Chia, Liang-Tien; Tsang, Ivor Wai-Hung; Ren, Zhixiang |
| 2012 | Domain adaptation from multiple sources : a domain-dependent regularization approach | Duan, Lixin; Xu, Dong; Tsang, Ivor Wai-Hung |
| 2018 | Domain adaption via feature selection on explicit feature map | Deng, Wan-Yu; Lendasse, Amaury; Ong, Yew-Soon; Tsang, Ivor Wai-Hung; Chen, Lin; Zheng, Qing-Hua |
| 2012 | Domain transfer multiple kernel learning | Duan, Lixin; Tsang, Ivor Wai-Hung; Xu, Dong |
| 2013 | A feature selection method for multivariate performance measures | Mao, Qi; Tsang, Ivor Wai-Hung |
| 2012 | Handling ambiguity via input-output kernel learning | Xu, Xinxing; Tsang, Ivor Wai-Hung; Xu, Dong |
| 2012 | Laplacian embedded regression for scalable manifold regularization | Chen, Lin; Tsang, Ivor Wai-Hung; Xu, Dong |
| 2014 | Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization | Tsang, Ivor Wai-Hung; Gao, Shenghua; Ma, Yi |
| 2012 | Learning target predictive function without target labels | Seah, Chun-Wei; Tsang, Ivor Wai-Hung; Ong, Yew Soon; Mao, Qi |
| 2012 | Pareto rank learning in multi-objective evolutionary algorithms | Seah, Chun-Wei; Ong, Yew Soon; Tsang, Ivor Wai-Hung; Jiang, Siwei |
| 2013 | Region-Based Saliency Detection and Its Application in Object Recognition | Ren, Zhixiang; Gao, Shenghua; Chia, Liang-Tien; Tsang, Ivor Wai-Hung |
| 2011 | Relevance vector machine based infinite decision agent ensemble learning for credit risk analysis | Li, Shukai; Tsang, Ivor Wai-Hung; Chaudhari, Narendra Shivaji |
| 2012 | Tag-based image retrieval improved by augmented features and group-based refinement | Chen, Lin; Xu, Dong; Tsang, Ivor Wai-Hung; Luo, Jiebo |
| 2012 | Transductive ordinal regression | Seah, Chun-Wei; Tsang, Ivor Wai-Hung; Ong, Yew Soon |
| 2012 | Visual event recognition in videos by learning from web data | Duan, Lixin; Xu, Dong; Tsang, Ivor Wai-Hung; Luo, Jiebo |