Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network. - Jiaojiao Li 001; Qian Du 001; Bobo Xi; Yunsong Li (WHISPERS, 2018)

Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network. - Jiaojiao Li 001; Xi Zhao; Yunsong Li; Qian Du 001; Bobo Xi; Jing Hu 005 (IEEE Geosci. Remote. Sens. Lett., 2018)

Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. - Jiaojiao Li 001; Bobo Xi; Qian Du 001; Rui Song 003; Yunsong Li; Guangbo Ren (Remote. Sens., 2018)

Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks. - Jiaojiao Li 001; Bobo Xi; Yunsong Li; Qian Du 001; Keyan Wang (Remote. Sens., 2018)

Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix. - Jiahui Qu; Yunsong Li; Qian Du 001; Wenqian Dong; Bobo Xi (Remote. Sens., 2019)

Hyperspectral Target Detection With Macro-Micro Feature Extracted by 3-D Residual Autoencoder. - Yanzi Shi; Jiaojiao Li 001; Yaping Yin; Bobo Xi; Yunsong Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification. - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Rui Song 003; Yanzi Shi; Songlin Liu; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Qian Du 001 (IGARSS, 2021)

Hyperspectral Target Detection With RoI Feature Transformation and Multiscale Spectral Attention. - Yanzi Shi; Jiaojiao Li 001; Yuxuan Zheng; Bobo Xi; Yunsong Li (IEEE Trans. Geosci. Remote. Sens., 2021)

Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification. - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Rui Song 003; Weiwei Sun 005; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Diverse-Region Hyperspectral Image Classification via Superpixelwise Graph Convolution Technique. - Yan Huang 018; Xiao Zhou; Bobo Xi; Jiaojiao Li 001; Jian Kang 005; Shiyang Tang; Zhanye Chen; Wei Hong 002 (Remote. Sens., 2022)

SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification. - Yunsong Li; Bobo Xi; Jiaojiao Li 001; Rui Song 003; Yuchao Xiao; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data. - Jiaojiao Li 001; Yinle Ma; Rui Song 003; Bobo Xi; Danfeng Hong; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification". - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Rui Song 003; Weiwei Sun 005; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification. - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Rui Song 003; Yuchao Xiao; Yanzi Shi; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery. - Yunsong Li; Yanzi Shi; Keyan Wang; Bobo Xi; Jiaojiao Li 001; Paolo Gamba (IEEE Trans. Image Process., 2022)

Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification. - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Rui Song 003; Danfeng Hong; Jocelyn Chanussot (IEEE Trans. Image Process., 2022)

Hybrid Spectral-Spatial Convolutional Network and Transformer with Mixup Regularization for Hyperspectral Image Classification. - Boao Qin; Chunhui Zhao 003; Shou Feng; Maoyang Chen; Hongzhe Zhang; Bobo Xi (WHISPERS, 2023)

Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification. - Jiaojiao Li 001; Yan Diao; Rui Song 003; Bobo Xi; Yunsong Li; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery. - Bobo Xi; Jiaojiao Li 001; Yan Diao; Yunsong Li; Zan Li 001; Yan Huang 018; Jocelyn Chanussot (IEEE Trans. Circuits Syst. Video Technol., 2023)

Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. - Bobo Xi; Jiaojiao Li 001; Yunsong Li; Rui Song 003; Yuchao Xiao; Qian Du 001; Jocelyn Chanussot (IEEE Trans. Neural Networks Learn. Syst., 2023)

Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images. - Guocheng Li; Bobo Xi; Yufei He; Tie Zheng; Yunsong Li; Changbin Xue; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2024)

Small Object-Aware Video Coding for Machines via Feature-Motion Synergy. - Qihan Xu; Bobo Xi; Haitao Xu; Yun Huang; Yunsong Li; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2024)

Review of Zero-Shot Remote Sensing Image Scene Classification. - Xiaomeng Tan; Bobo Xi; Jiaojiao Li 001; Tie Zheng; Yunsong Li; Changbin Xue; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction. - Xiaomeng Tan; Bobo Xi; Haitao Xu; Yunsong Li; Changbin Xue; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification. - Mingshuo Cai; Bobo Xi; Jiaojiao Li 001; Shou Feng; Yunsong Li; Zan Li 001; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification. - Shou Feng; Hongzhe Zhang; Bobo Xi; Chunhui Zhao 003; Yunsong Li; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification. - Yufei He; Bobo Xi; Guocheng Li; Tie Zheng; Yunsong Li; Changbin Xue; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification. - Boao Qin; Shou Feng; Chunhui Zhao 003; Bobo Xi; Wei Li 032; Ran Tao 003; Yunsong Li (IEEE Trans. Geosci. Remote. Sens., 2024)

A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification. - Xiaomeng Tan; Bobo Xi; Haitao Xu; Jiaojiao Li 001; Yunsong Li; Changbin Xue; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning. - Bobo Xi; Yun Zhang; Jiaojiao Li 001; Yunsong Li; Zan Li 001; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

AgeDETR: Attention-Guided Efficient DETR for Space Target Detection. - Xiaojuan Wang; Bobo Xi; Haitao Xu; Tie Zheng; Changbin Xue (Remote. Sens., 2024)

DSNet: Dynamic Stitchable Neural Network for Hyperspectral Image Classification. - Shou Feng; Zicheng Zhao; Bobo Xi; Chunhui Zhao 003; Wei Li 032; Ran Tao 003; Yunsong Li (IEEE Trans. Geosci. Remote. Sens., 2025)

SemiBaCon: Semi-Supervised Balanced Contrastive Learning for Multimodal Remote Sensing Image Classification. - Yufei He; Bobo Xi; Guocheng Li; Tie Zheng; Yunsong Li; Changbin Xue; Ming Shen 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

A Multimodal Cross-Domain Segmentation Network of Remote Sensing Imagery With Multilevel Deep Cross-Fusion and Adversarial Domain Adaptation. - Guocheng Li; Bobo Xi; Yufei He; Tie Zheng; Yunsong Li; Changbin Xue (IEEE Trans. Geosci. Remote. Sens., 2025)

HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data. - Bobo Xi; Mingshuo Cai; Jiaojiao Li 001; Zhengjue Wang; Shou Feng; Yunsong Li; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2025)

MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning. - Bobo Xi; Yun Zhang; Jiaojiao Li 001; Tie Zheng; Xunfeng Zhao; Haitao Xu; Changbin Xue; Yunsong Li; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2025)

Transductive Few-Shot Learning With Enhanced Spectral-Spatial Embedding for Hyperspectral Image Classification. - Bobo Xi; Yun Zhang; Jiaojiao Li 001; Yan Huang 018; Yunsong Li; Zan Li 001; Jocelyn Chanussot (IEEE Trans. Image Process., 2025)

HyperTaFOR: Task-Adaptive Few-Shot Open-Set Recognition With Spatial-Spectral Selective Transformer for Hyperspectral Imagery. - Bobo Xi; Wenjie Zhang; Jiaojiao Li 001; Rui Song 003; Yunsong Li (IEEE Trans. Image Process., 2025)

FDGNet: Frequency Disentanglement and Data Geometry for Domain Generalization in Cross-Scene Hyperspectral Image Classification. - Boao Qin; Shou Feng; Chunhui Zhao 003; Bobo Xi; Wei Li 032; Ran Tao 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)