Joint low rank and sparse representation-based hyperspectral image classification. - Mengmeng Zhang 005; Wei Li 032; Qian Du 001 (WHISPERS, 2016)

A Spatio-Temporal Model for Forest Fire Detection Using HJ-IRS Satellite Data. - Lei Lin 002; Yu Meng 002; Anzhi Yue; Yuan Yuan 026; Xiaoyi Liu; Jingbo Chen; Mengmeng Zhang 005; Jiansheng Chen (Remote. Sens., 2016)

Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network. - Yi Chen; Mengmeng Zhang 005; Wei Li 032; Qian Du 001 (IGARSS, 2018)

Nuclei Classification Using Dual View CNNs with Multi-crop Module in Histology Images. - Xiang Li 006; Wei Li 032; Mengmeng Zhang 005 (PRCV (2), 2018)

Data Augmentation for Hyperspectral Image Classification With Deep CNN. - Wei Li 032; Chen Chen 001; Mengmeng Zhang 005; Heng-Chao Li 001; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

3-D Convolution-Recurrent Networks for Spectral-Spatial Classification of Hyperspectral Images. - Majid Seydgar; Amin Alizadeh Naeini; Mengmeng Zhang 005; Wei Li 032; Mehran Satari (Remote. Sens., 2019)

Medical Hyperspectral Image Classification Based on End-to-End Fusion Deep Neural Network. - Xueling Wei; Wei Li 032; Mengmeng Zhang 005; Qingli Li (IEEE Trans. Instrum. Meas., 2019)

Convolutional Neural Network for Coastal Wetland Classification in Hyperspectral Image. - Chang Liu; Mengmeng Zhang 005; Wei Li 032; Weiwei Sun 005; Ran Tao 003 (IGARSS, 2020)

Collaborative Classification for Woodland Data Using Similar Multi-concentrated Network. - Yixuan Zhu; Mengmeng Zhang 005; Wei Li 032; Ran Tao 003; Qiong Ran (PRCV (2), 2020)

Adaptive Iterated Shrinkage Thresholding-Based Lp-Norm Sparse Representation for Hyperspectral Imagery Target Detection. - Xiaobin Zhao; Wei Li 032; Mengmeng Zhang 005; Ran Tao 003; Pengge Ma (Remote. Sens., 2020)

Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN. - Mengmeng Zhang 005; Wei Li 032; Qian Du 001; Lianru Gao; Bing Zhang 001 (IEEE Trans. Cybern., 2020)

HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers. - Ji He; Lina Zhao 002; Hongwei Yang; Mengmeng Zhang 005; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2020)

Feature Exchange for Multisource Data Classification in Wetland Scene. - Yunhao Gao; Wei Li 032; Mengmeng Zhang 005; Ran Tao 003 (IGARSS, 2021)

Woodland Segmentation of Gaofen-6 Remote Sensing Images Based on Deep Learning. - Yuanyuan Gui; Wei Li 032; Mengmeng Zhang 005; Anzhi Yue (IGARSS, 2021)

Joint feature extraction for multi-source data using similar double-concentrated network. - Yixuan Zhu; Wei Li 032; Mengmeng Zhang 005; Yong Pang; Ran Tao 003; Qian Du 001 (Neurocomputing, 2021)

Hyperspectral and Infrared Image Collaborative Classification Based on Morphology Feature Extraction. - Dandan Cao; Mengmeng Zhang 005; Wei Li 032; Qiong Ran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Spectral Shift Mitigation for Cross-Scene Hyperspectral Imagery Classification. - Huan Liu 015; Wei Li 032; Xiang-Gen Xia 001; Mengmeng Zhang 005; Chen-Zhong Gao; Ran Tao 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Superpixelwise Collaborative-Representation Graph Embedding for Unsupervised Dimension Reduction in Hyperspectral Imagery. - Huan Liu 015; Wei Li 032; Xiang-Gen Xia 001; Mengmeng Zhang 005; Ran Tao 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands. - Chang Liu; Ran Tao 003; Wei Li 032; Mengmeng Zhang 005; Weiwei Sun 005; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Transfer Learning for Optical and SAR Data Correspondence Identification With Limited Training Labels. - Mengmeng Zhang 005; Wei Li 032; Ran Tao 003; Song Wang 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Dual Graph Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. - Yuxiang Zhang 005; Wei Li 032; Mengmeng Zhang 005; Ran Tao 003 (ICASSP, 2022)

Multisource Cross-Scene Classification Using Fractional Fusion and Spatial-Spectral Domain Adaptation. - Xudong Zhao 003; Mengmeng Zhang 005; Ran Tao 003; Wei Li 032; Wenzhi Liao; Wilfried Philips (IGARSS, 2022)

Multisource Remote Sensing Data Classification Using Fractional Fourier Transformer. - Xudong Zhao 003; Mengmeng Zhang 005; Ran Tao 003; Wei Li 032; Wenzhi Liao; Wilfried Philips (IGARSS, 2022)

Multi-Source Remote Sensing Data Cross Scene Classification Based on Multi-Graph Matching. - Mengmeng Zhang 005; Xudong Zhao 003; Wei Li 032; Yuxiang Zhang 005 (IGARSS, 2022)

Multisource Remote Sensing Data Classification Based on A Dual Attention Fusion Network. - Junjie Wang; Wei Li 032; Mengmeng Zhang 005; Yunhao Gao (WHISPERS, 2022)

Visible-Assisted Infrared Image Super-Resolution Based on Spatial Attention Residual Network. - Xiaodong Yang; Mengmeng Zhang 005; Wei Li 032; Ran Tao 003 (IEEE Geosci. Remote. Sens. Lett., 2022)

Dual-Concentrated Network With Morphological Features for Tree Species Classification Using Hyperspectral Image. - Zhengqi Guo; Mengmeng Zhang 005; Wen Jia; Jinxin Zhang; Wei Li 032 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Cross-Domain Classification of Multisource Remote Sensing Data Using Fractional Fusion and Spatial-Spectral Domain Adaptation. - Xudong Zhao 003; Mengmeng Zhang 005; Ran Tao 003; Wei Li 032; Wenzhi Liao; Wilfried Philips (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network. - Yunhao Gao; Wei Li 032; Mengmeng Zhang 005; Jianbu Wang; Weiwei Sun 005; Ran Tao 003; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Graph-Feature-Enhanced Selective Assignment Network for Hyperspectral and Multispectral Data Classification. - Wei Li 032; Junjie Wang; Yunhao Gao; Mengmeng Zhang 005; Ran Tao 003; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN. - Mengmeng Zhang 005; Wei Li 032; Ran Tao 003; Heng-Chao Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Exploring Etiology of Nonsuicidal Self-injury by Using Knowledge Graph Approach. - Zhisheng Huang; Xiyan Zhang; Fazhan Chen; Mengmeng Zhang 005; Haojie Fu; Qianqian Wu; Xudong Zhao 003 (HIS, 2023)

Multi-Modal Domain Generalization for Cross-Scene Hyperspectral Image Classification. - Yuxiang Zhang 005; Mengmeng Zhang 005; Wei Li 032; Ran Tao 003 (ICASSP, 2023)

MMS:Multi-Source Mutual Supervision Semantic Segmentation. - Shibo Guo; Yuanyuan Gui; Mengmeng Zhang 005; Wei Li 032 (IGARSS, 2023)

Hyperspectral Image Classification of Tree Species with Low-Depth Features. - Zhengqi Guo; Mengmeng Zhang 005; Wen Jia; Wei Li 032 (IGARSS, 2023)

Hyperspectral Classification Using Heterologous Feature Alignment and Fusion. - Yunhao Gao; Wei Li 032; Mengmeng Zhang 005; Ran Tao 003 (WHISPERS, 2023)

Adversarial Complementary Learning for Multisource Remote Sensing Classification. - Yunhao Gao; Mengmeng Zhang 005; Wei Li 032; Xiukai Song; Xiangyang Jiang; Yuanqing Ma (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-Scale Mixing Attention for Multisource Remote Sensing Data Fusion and Classification. - Yunhao Gao; Mengmeng Zhang 005; Junjie Wang; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multiarea Target Attention for Hyperspectral Image Classification. - Huan Liu 015; Wei Li 032; Xiang-Gen Xia 001; Mengmeng Zhang 005; Ran Tao 003 (IEEE Trans. Geosci. Remote. Sens., 2023)

Mask-Reconstruction-Based Decoupled Convolution Network for Hyperspectral Imagery Classification. - Lujie Song; Mengmeng Zhang 005; Wei Li 032; Daguang Jiang; Huan Liu 015; Yuxiang Zhang 005 (IEEE Trans. Geosci. Remote. Sens., 2023)

Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding. - Junjie Wang; Wei Li 032; Mengmeng Zhang 005; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network. - Junjie Wang; Wei Li 032; Mengmeng Zhang 005; Ran Tao 003; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery. - Mengmeng Zhang 005; Wei Li 032; Xudong Zhao 003; Huan Liu 015; Ran Tao 003; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Language-Aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification. - Yuxiang Zhang 005; Mengmeng Zhang 005; Wei Li 032; Shuai Wang; Ran Tao 003 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multiple Attention Network for Spartina alterniflora Segmentation Using Multitemporal Remote Sensing Images. - Boyu Zhao; Mengmeng Zhang 005; Jianbu Wang; Xiukai Song; Yuanyuan Gui; Yuxiang Zhang 005; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2023)

Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission. - Mengmeng Zhang 005; Wei Li 032; Yuxiang Zhang 005; Ran Tao 003; Qian Du 001 (IEEE Trans. Cybern., 2023)

Microscopic Hyperspectral Image Classification Based on Fusion Transformer With Parallel CNN. - Weijia Zeng; Wei Li 032; Mengmeng Zhang 005; Hao Wang 122; Meng Lv; Yue Yang 041; Ran Tao 003 (IEEE J. Biomed. Health Informatics, 2023)

Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. - Yuxiang Zhang 005; Wei Li 032; Mengmeng Zhang 005; Ying Qu 001; Ran Tao 003; Hairong Qi 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification. - Wei Li 032; Yunhao Gao; Mengmeng Zhang 005; Ran Tao 003; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Central Attention Network for Hyperspectral Imagery Classification. - Huan Liu 015; Wei Li 032; Xiang-Gen Xia 001; Mengmeng Zhang 005; Chen-Zhong Gao; Ran Tao 003 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network. - Junjie Wang; Wei Li 032; Yunhao Gao; Mengmeng Zhang 005; Ran Tao 003; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

StemNet: A Dataset, Benchmark and Method for Scene Recognition in Remote Sensing. - Jinyu Li; Mengmeng Zhang 005 (ICIGP, 2024)

Feature Mixture Generative Adversarial Network for Data Augmentation on Small Sample Hyperspectral Data. - Yulin Li; Mengmeng Zhang 005; Xiaoming Xie; Yunhao Gao; Wei Li 032 (ICIGP, 2024)

Hyperspectral and Multi-source Heterogeneous Data Fusion Classification Based on Multiscale Multi-source Interaction Attention Network. - Biao Zhang; Mengmeng Zhang 005; Yuxiang Zhang 005; Huan Liu 015; Zhengqi Guo; Xiaoming Xie; Wei Li 032 (ICIGP, 2024)

Contrastive Adaptive Segmentation Method for Spartina Alterniflora Based on Intermediate Domain Prototypes. - Boyu Zhao; Zhengmao Li; Xiangyang Jiang; Mengmeng Zhang 005; Wei Li 032; Yuxiang Zhang 005; Xiukai Song (ICIGP, 2024)

Classification of Multisource Remote Sensing Images Using Multimodal Equilateral Absorption Network. - Yuyang Zhao; Mengmeng Zhang 005; Yunhao Gao; Wei Li 032 (ICIGP, 2024)

Clusterformer for Pine Tree Disease Identification Based on UAV Remote Sensing Image Segmentation. - Huan Liu 015; Wei Li 032; Wen Jia; Hong Sun; Mengmeng Zhang 005; Lujie Song; Yuanyuan Gui (IEEE Trans. Geosci. Remote. Sens., 2024)

LIRnet: Lightweight Hyperspectral Image Classification Based on Information Redistribution. - Lujie Song; Yunhao Gao; Lan Lan; Xiangyang Jiang; Xiaofei Yin; Daguang Jiang; Mengmeng Zhang 005; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2024)

FPNFormer: Rethink the Method of Processing the Rotation-Invariance and Rotation-Equivariance on Arbitrary-Oriented Object Detection. - Yang Tian; Mengmeng Zhang 005; Jinyu Li; Yangfan Li; Hong Yang; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2024)

Unbalanced Class Learning Network With Scale-Adaptive Perception for Complicated Scene in Remote Sensing Images Segmentation. - He Wang; Mengmeng Zhang 005; Wei Li 032; Yunhao Gao; Yuanyuan Gui; Yuxiang Zhang 005 (IEEE Trans. Geosci. Remote. Sens., 2024)

GCCD: A Generative Cross-Domain Change Detection Network. - Mengmeng Zhang 005; Chengwang Guo; Yuxiang Zhang 005; Huan Liu 015; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2024)

Remote Sensing Collaborative Classification Using Multimodal Adaptive Modulation Network. - Mengmeng Zhang 005; Yuyang Zhao; Rongjie Chen; Yunhao Gao; Zhengmao Li; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2024)

Intermediate Domain Prototype Contrastive Adaptation for Spartina alterniflora Segmentation Using Multitemporal Remote Sensing Images. - Boyu Zhao; Mengmeng Zhang 005; Wei Li 032; Xiukai Song; Yunhao Gao; Yuxiang Zhang 005; Junjie Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

Relationship Learning From Multisource Images via Spatial-Spectral Perception Network. - Yunhao Gao; Wei Li 032; Junjie Wang; Mengmeng Zhang 005; Ran Tao 003 (IEEE Trans. Image Process., 2024)

SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels. - Huan Liu 015; Wei Li 032; Xiang-Gen Xia 001; Mengmeng Zhang 005; Zhengqi Guo; Lujie Song (IEEE Trans. Image Process., 2024)

Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. - Yuxiang Zhang 005; Wei Li 032; Mengmeng Zhang 005; Shuai Wang; Ran Tao 003; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fractional Fourier Image Transformer for Multimodal Remote Sensing Data Classification. - Xudong Zhao 003; Mengmeng Zhang 005; Ran Tao 003; Wei Li 032; Wenzhi Liao; Lianfang Tian; Wilfried Philips (IEEE Trans. Neural Networks Learn. Syst., 2024)

Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network. - Mengmeng Zhang 005; Xudong Zhao 003; Wei Li 032; Yuxiang Zhang 005; Ran Tao 003; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Multistage Information Complementary Fusion Network Based on Flexible-Mixup for HSI-X Image Classification. - Junjie Wang; Mengmeng Zhang 005; Wei Li 032; Ran Tao 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

MGCD: Change Detection Focuses on Multiscale Style Domain Generalization. - Chengwang Guo; Mengmeng Zhang 005; Yuxiang Zhang 005; Huan Liu 015; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2025)

Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data. - Wen-Shuai Hu; Wei Li 032; Heng-Chao Li 001; Xudong Zhao 003; Mengmeng Zhang 005; Ran Tao 003 (IEEE Trans. Geosci. Remote. Sens., 2025)

A Lightweight Spatial-Spectral Deformable CNN for UAV Hyperspectral Image Classification. - Xiaohu Ma; Mengmeng Zhang 005; Zheng Kan; Yunhao Gao; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2025)

LHAS: A Lightweight Network Based on Hierarchical Attention for Hyperspectral Image Segmentation. - Lujie Song; Yunhao Gao; Yuanyuan Gui; Daguang Jiang; Mengmeng Zhang 005; Huan Liu 015; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2025)

Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation. - Yuxiang Zhang 005; Wei Li 032; Wen Jia; Mengmeng Zhang 005; Ran Tao 003; Shunlin Liang (CoRR, 2025)

Distribution-Independent Domain Generalization for Multisource Remote Sensing Classification. - Yunhao Gao; Mengmeng Zhang 005; Wei Li 032; Ran Tao 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)

SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models. - Yuxiang Zhang 005; Wei Li 032; Mengmeng Zhang 005; Jiawei Han 008; Ran Tao 003; Shunlin Liang (CoRR, 2025)

An Adaptive Weighted Metric Learning Network Based on Fractional Domain Decoupling for Hyperspectral Change Detection. - Shou Feng; Tianyu Lan; Yuanze Fan; Mengmeng Zhang 005; Chunhui Zhao 003; Wei Li 032; Ran Tao 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)