Anomaly detection for hyperspectral images using local tangent space alignment. - Li Ma 005; Melba M. Crawford; Jinwen Tian (IGARSS, 2010)

Local Manifold Learning-Based k -Nearest-Neighbor for Hyperspectral Image Classification. - Li Ma 005; Melba M. Crawford; Jinwen Tian (IEEE Trans. Geosci. Remote. Sens., 2010)

Laplacian support vector machine for hyperspectral image classification by using manifold learning algorithms. - Xiaopan Wang; Li Ma 005; Fujiang Liu (IGARSS, 2013)

Multi-feature based label propagation for semi-supervised classification of hyperspectral data. - Andong Ma; Li Ma 005 (WHISPERS, 2014)

Selecting Training Samples from Large-Scale Remote-Sensing Samples Using an Active Learning Algorithm. - Yan Guo; Li Ma 005; Fei Zhu; Fujiang Liu (ISICA, 2015)

Local-Manifold-Learning-Based Graph Construction for Semisupervised Hyperspectral Image Classification. - Li Ma 005; Melba M. Crawford; Xiaoquan Yang; Yan Guo (IEEE Trans. Geosci. Remote. Sens., 2015)

Graph-based semi-supervised learning for spectral-spatial hyperspectral image classification. - Li Ma 005; Andong Ma; Cai Ju; Xingmei Li (Pattern Recognit. Lett., 2016)

Class centroid alignment based domain adaptation for classification of remote sensing images. - Lei Zhu; Li Ma 005 (Pattern Recognit. Lett., 2016)

Spatial Regularized Local Manifold Learning for Classification of Hyperspectral Images. - Li Ma 005; Xiaofeng Zhang; Xin Yu; Dapeng Luo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Probabilistic class structure regularized sparse representation graph for semi-supervised hyperspectral image classification. - Yuanjie Shao; Nong Sang; Changxin Gao; Li Ma 005 (Pattern Recognit., 2017)

Manifold Regularized Distribution Adaptation for Classification of Remote Sensing Images. - Chuang Luo; Li Ma 005 (IEEE Access, 2018)

Spatial and class structure regularized sparse representation graph for semi-supervised hyperspectral image classification. - Yuanjie Shao; Nong Sang; Changxin Gao; Li Ma 005 (Pattern Recognit., 2018)

Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images. - Li Ma 005; Chuang Luo; Jiangtao Peng; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification. - Jiangtao Peng; Weiwei Sun 005; Li Ma 005; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Extreme Learning Machine-Based Heterogeneous Domain Adaptation for Classification of Hyperspectral Images. - Li Zhou; Li Ma 005 (IEEE Geosci. Remote. Sens. Lett., 2019)

Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images. - Li Ma 005; Melba M. Crawford; Lei Zhu; Yong Liu (IEEE Trans. Geosci. Remote. Sens., 2019)

Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images. - Min Chen; Li Ma 005; Wenjin Wang; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification. - Robiulhossain Mdrafi; Qian Du 001; Ali Cafer Gürbüz; Bo Tang 011; Li Ma 005; Nicolas H. Younan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images. - Wenjin Wang; Li Ma 005; Min Chen; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification. - Hongkang Wei; Li Ma 005; Yong Liu; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images. - Zixu Liu; Li Ma 005; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Oriented Object Detection by Searching Corner Points in Remote Sensing Imagery. - Xueqing Chen; Li Ma 005; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification. - Zhuoqun Fang; Yuexin Yang; Zhaokui Li; Wei Li 032; Yushi Chen; Li Ma 005; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size Samples. - Li Ma 005; Shuyue Li; Zhiyong Zhou; Yafeng Yao; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification. - Zhaokui Li; Qiang Xu; Li Ma 005; Zhuoqun Fang; Yan Wang 087; Wenqiang He; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

DPP: Scale-Generalization Transformer Based on Dynamic Projection for Pansharpening. - Qian Wan; Li Ma 005 (IEEE Geosci. Remote. Sens. Lett., 2024)

Multilevel Unsupervised Domain Adaptation for Single-Stage Object Detection in Remote Sensing Images. - Sihao Luo; Li Ma 005; Xiaoquan Yang; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Self-Training-Based Unsupervised Domain Adaptation for Object Detection in Remote Sensing Imagery. - Sihao Luo; Li Ma 005; Xiaoquan Yang; Dapeng Luo; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Knowledge Graph-Guided Deep Network for Hyperspectral Remote Sensing Image Classification. - Ruijie Tang; Li Ma 005; Yansheng Li 001; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2025)

Exploring sample relationship for few-shot classification. - Xingye Chen; Wenxiao Wu; Li Ma 005; Xinge You; Changxin Gao; Nong Sang; Yuanjie Shao (Pattern Recognit., 2025)

Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Weighted Generative Adversarial Networks and Dynamic Thresholding. - Ke Bi; Zhaokui Li; Yushi Chen; Qian Du 001; Li Ma 005; Yan Wang 087; Zhuoqun Fang; Mingtai Qi (IEEE Trans. Geosci. Remote. Sens., 2025)