Sparse coding and classifier ensemble based multi-instance learning for image categorization. - Xiangfa Song; Licheng Jiao; Shuyuan Yang 001; Xiangrong Zhang; Fanhua Shang (Signal Process., 2013)

基于稀疏表示的多示例图像分类 (Classification of Multi-instance Image Based on Sparse Representation). - Xiangfa Song; Licheng Jiao (计算机科学, 2015)

基于随机子空间核极端学习机集成的高光谱遥感图像分类 (Classification of Hyperspectral Remote Sensing Image Based on Random Subspace and Kernel Extreme Learning Machine Ensemble). - Xiangfa Song; Zhiwei Cao; Fengbin Zheng; Licheng Jiao (计算机科学, 2016)

基于L2, 1范数稀疏特征选择和超法向量的深度图像序列行为识别 (Activity Recognition from Depth Image Sequences Based on L2, 1-norm Sparse Feature Selection and Super Normal Vector). - Xiangfa Song; Yanfeng Zhang; Fengbin Zheng (计算机科学, 2017)

Robust unsupervised feature selection based on matrix factorization with adaptive loss via bi-stochastic graph regularization. - Xiangfa Song (Appl. Intell., 2025)

Self-representation with adaptive loss minimization via doubly stochastic graph regularization for robust unsupervised feature selection. - Xiangfa Song (Int. J. Mach. Learn. Cybern., 2025)