Mengmeng Zhang

85 papers C 10Misc 2Journal 63Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Block-Wise Contrastive Few-Shot Learning With Multiview Mixing for Hyperspectral Image Cross-Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Yan Du, Yingze Xie, Zhengyi Lv, Xuebin Wang, Chuang Liu, Yuxiang Zhang, Mengmeng Zhang
2026 J jnl
Single-Source Domain Defect-Aware Adaptation and Style-Modulated Generalization Network for Multispectral Image Segmentation.
IEEE Trans. Cybern.
Wei Li, Boyu Zhao, Mengmeng Zhang, Yunhao Gao, Junjie Wang
2025 J jnl
A Lightweight Spatial-Spectral Deformable CNN for UAV Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaohu Ma, Mengmeng Zhang, Zheng Kan, Yunhao Gao, Wei Li
2025 J jnl
An Adaptive Weighted Metric Learning Network Based on Fractional Domain Decoupling for Hyperspectral Change Detection.
IEEE Trans. Neural Networks Learn. Syst.
Shou Feng, Tianyu Lan, Yuanze Fan, Mengmeng Zhang, Chunhui Zhao, Wei Li, Ran Tao
2025 J jnl
Cross-Domain Hyperspectral Image Classification Based on Bi-Directional Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol.
Yuxiang Zhang, Wei Li, Wen Jia, Mengmeng Zhang, Ran Tao, Shunlin Liang
2025 J jnl
Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation.
CoRR
Yuxiang Zhang, Wei Li, Wen Jia, Mengmeng Zhang, Ran Tao, Shunlin Liang
2025 J jnl
Distribution-Independent Domain Generalization for Multisource Remote Sensing Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yunhao Gao, Mengmeng Zhang, Wei Li, Ran Tao
2025 J jnl
Domain Information Mining and State-Guided Adaptation Network for Multispectral Image Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Boyu Zhao, Mengmeng Zhang, Wei Li, Yunhao Gao, Junjie Wang
2025 J jnl
GeoFlowNet-SAR: Earthquake Displacement Estimation From Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, James Hollingsworth, Erwan Pathier, Tristan Montagnon, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot, Sophie Giffard-Roisin
2025 J jnl
LHAS: A Lightweight Network Based on Hierarchical Attention for Hyperspectral Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Lujie Song, Yunhao Gao, Yuanyuan Gui, Daguang Jiang, Mengmeng Zhang, Huan Liu, Wei Li
2025 J jnl
MGCD: Change Detection Focuses on Multiscale Style Domain Generalization.
IEEE Trans. Geosci. Remote. Sens.
Chengwang Guo, Mengmeng Zhang, Yuxiang Zhang, Huan Liu, Wei Li
2025 J jnl
SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models.
CoRR
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Jiawei Han, Ran Tao, Shunlin Liang
2025 J jnl
UniTS: Unified Time Series Generative Model for Remote Sensing.
CoRR
Yuxiang Zhang, Shunlin Liang, Wenyuan Li, Han Ma, Jianglei Xu, Yichuan Ma, Jiangwei Xie, Wei Li, Mengmeng Zhang, Ran Tao, Xiang-Gen Xia
2025 J jnl
Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Wei Li, Heng-Chao Li, Xudong Zhao, Mengmeng Zhang, Ran Tao
2024 J jnl
A Multistage Information Complementary Fusion Network Based on Flexible-Mixup for HSI-X Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Wang, Mengmeng Zhang, Wei Li, Ran Tao
2024 — conf
Classification of Multisource Remote Sensing Images Using Multimodal Equilateral Absorption Network.
ICIGP
Yuyang Zhao, Mengmeng Zhang, Yunhao Gao, Wei Li
2024 J jnl
Clusterformer for Pine Tree Disease Identification Based on UAV Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Huan Liu, Wei Li, Wen Jia, Hong Sun, Mengmeng Zhang, Lujie Song, Yuanyuan Gui
2024 — conf
Contrastive Adaptive Segmentation Method for Spartina Alterniflora Based on Intermediate Domain Prototypes.
ICIGP
Boyu Zhao, Zhengmao Li, Xiangyang Jiang, Mengmeng Zhang, Wei Li, Yuxiang Zhang, Xiukai Song
2024 J jnl
Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network.
IEEE Trans. Neural Networks Learn. Syst.
Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du
2024 J jnl
FPNFormer: Rethink the Method of Processing the Rotation-Invariance and Rotation-Equivariance on Arbitrary-Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Yang Tian, Mengmeng Zhang, Jinyu Li, Yangfan Li, Hong Yang, Wei Li
2024 — conf
Feature Mixture Generative Adversarial Network for Data Augmentation on Small Sample Hyperspectral Data.
ICIGP
Yulin Li, Mengmeng Zhang, Xiaoming Xie, Yunhao Gao, Wei Li
2024 J jnl
Fractional Fourier Image Transformer for Multimodal Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Wenzhi Liao, Lianfang Tian, Wilfried Philips
2024 J jnl
GCCD: A Generative Cross-Domain Change Detection Network.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Chengwang Guo, Yuxiang Zhang, Huan Liu, Wei Li
2024 J jnl
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Shuai Wang, Ran Tao, Qian Du
2024 — conf
Hyperspectral and Multi-source Heterogeneous Data Fusion Classification Based on Multiscale Multi-source Interaction Attention Network.
ICIGP
Biao Zhang, Mengmeng Zhang, Yuxiang Zhang, Huan Liu, Zhengqi Guo, Xiaoming Xie, Wei Li
2024 J jnl
Intermediate Domain Prototype Contrastive Adaptation for Spartina alterniflora Segmentation Using Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Boyu Zhao, Mengmeng Zhang, Wei Li, Xiukai Song, Yunhao Gao, Yuxiang Zhang, Junjie Wang
2024 J jnl
LIRnet: Lightweight Hyperspectral Image Classification Based on Information Redistribution.
IEEE Trans. Geosci. Remote. Sens.
Lujie Song, Yunhao Gao, Lan Lan, Xiangyang Jiang, Xiaofei Yin, Daguang Jiang, Mengmeng Zhang, Wei Li
2024 J jnl
Relationship Learning From Multisource Images via Spatial-Spectral Perception Network.
IEEE Trans. Image Process.
Yunhao Gao, Wei Li, Junjie Wang, Mengmeng Zhang, Ran Tao
2024 J jnl
Remote Sensing Collaborative Classification Using Multimodal Adaptive Modulation Network.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Yuyang Zhao, Rongjie Chen, Yunhao Gao, Zhengmao Li, Wei Li
2024 J jnl
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels.
IEEE Trans. Image Process.
Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Zhengqi Guo, Lujie Song
2024 — conf
StemNet: A Dataset, Benchmark and Method for Scene Recognition in Remote Sensing.
ICIGP
Jinyu Li, Mengmeng Zhang
2024 J jnl
Unbalanced Class Learning Network With Scale-Adaptive Perception for Complicated Scene in Remote Sensing Images Segmentation.
IEEE Trans. Geosci. Remote. Sens.
He Wang, Mengmeng Zhang, Wei Li, Yunhao Gao, Yuanyuan Gui, Yuxiang Zhang
2023 J jnl
Adversarial Complementary Learning for Multisource Remote Sensing Classification.
IEEE Trans. Geosci. Remote. Sens.
Yunhao Gao, Mengmeng Zhang, Wei Li, Xiukai Song, Xiangyang Jiang, Yuanqing Ma
2023 J jnl
Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du
2023 J jnl
Central Attention Network for Hyperspectral Imagery Classification.
IEEE Trans. Neural Networks Learn. Syst.
Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Chenzhong Gao, Ran Tao
2023 J jnl
Cross-Scale Mixing Attention for Multisource Remote Sensing Data Fusion and Classification.
IEEE Trans. Geosci. Remote. Sens.
Yunhao Gao, Mengmeng Zhang, Junjie Wang, Wei Li
2023 C conf
Exploring Etiology of Nonsuicidal Self-injury by Using Knowledge Graph Approach.
HIS
Zhisheng Huang, Xiyan Zhang, Fazhan Chen, Mengmeng Zhang, Haojie Fu, Qianqian Wu, Xudong Zhao
2023 — conf
Hyperspectral Classification Using Heterologous Feature Alignment and Fusion.
WHISPERS
Yunhao Gao, Wei Li, Mengmeng Zhang, Ran Tao
2023 C conf
Hyperspectral Image Classification of Tree Species with Low-Depth Features.
IGARSS
Zhengqi Guo, Mengmeng Zhang, Wen Jia, Wei Li
2023 J jnl
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission.
IEEE Trans. Cybern.
Mengmeng Zhang, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du
2023 J jnl
Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Wang, Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du
2023 J jnl
Language-Aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao
2023 J jnl
Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, Wei Li, Mengmeng Zhang, Jocelyn Chanussot
2023 C conf
MMS:Multi-Source Mutual Supervision Semantic Segmentation.
IGARSS
Shibo Guo, Yuanyuan Gui, Mengmeng Zhang, Wei Li
2023 J jnl
Mask-Reconstruction-Based Decoupled Convolution Network for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Lujie Song, Mengmeng Zhang, Wei Li, Daguang Jiang, Huan Liu, Yuxiang Zhang
2023 J jnl
Microscopic Hyperspectral Image Classification Based on Fusion Transformer With Parallel CNN.
IEEE J. Biomed. Health Informatics
Weijia Zeng, Wei Li, Mengmeng Zhang, Hao Wang, Meng Lv, Yue Yang, Ran Tao
2023 J jnl
Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Wei Li, Xudong Zhao, Huan Liu, Ran Tao, Qian Du
2023 Misc conf
Multi-Modal Domain Generalization for Cross-Scene Hyperspectral Image Classification.
ICASSP
Yuxiang Zhang, Mengmeng Zhang, Wei Li, Ran Tao
2023 J jnl
Multiarea Target Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Ran Tao
2023 J jnl
Multiple Attention Network for Spartina alterniflora Segmentation Using Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Boyu Zhao, Mengmeng Zhang, Jianbu Wang, Xiukai Song, Yuanyuan Gui, Yuxiang Zhang, Wei Li
2023 J jnl
Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot
2023 J jnl
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Ying Qu, Ran Tao, Hairong Qi
2022 J jnl
Cross-Domain Classification of Multisource Remote Sensing Data Using Fractional Fusion and Spatial-Spectral Domain Adaptation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Wenzhi Liao, Wilfried Philips
2022 Misc conf
Dual Graph Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
ICASSP
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Ran Tao
2022 J jnl
Dual-Concentrated Network With Morphological Features for Tree Species Classification Using Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhengqi Guo, Mengmeng Zhang, Wen Jia, Jinxin Zhang, Wei Li
2022 J jnl
Graph-Feature-Enhanced Selective Assignment Network for Hyperspectral and Multispectral Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Junjie Wang, Yunhao Gao, Mengmeng Zhang, Ran Tao, Bing Zhang
2022 J jnl
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.
IEEE Trans. Geosci. Remote. Sens.
Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du
2022 J jnl
Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Wei Li, Ran Tao, Heng-Chao Li, Qian Du
2022 J jnl
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification.
CoRR
Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao
2022 C conf
Multi-Source Remote Sensing Data Cross Scene Classification Based on Multi-Graph Matching.
IGARSS
Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang
2022 C conf
Multisource Cross-Scene Classification Using Fractional Fusion and Spatial-Spectral Domain Adaptation.
IGARSS
Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Wenzhi Liao, Wilfried Philips
2022 — conf
Multisource Remote Sensing Data Classification Based on A Dual Attention Fusion Network.
WHISPERS
Junjie Wang, Wei Li, Mengmeng Zhang, Yunhao Gao
2022 C conf
Multisource Remote Sensing Data Classification Using Fractional Fourier Transformer.
IGARSS
Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Wenzhi Liao, Wilfried Philips
2022 J jnl
Visible-Assisted Infrared Image Super-Resolution Based on Spatial Attention Residual Network.
IEEE Geosci. Remote. Sens. Lett.
Xiaodong Yang, Mengmeng Zhang, Wei Li, Ran Tao
2021 C conf
Feature Exchange for Multisource Data Classification in Wetland Scene.
IGARSS
Yunhao Gao, Wei Li, Mengmeng Zhang, Ran Tao
2021 J jnl
Hyperspectral and Infrared Image Collaborative Classification Based on Morphology Feature Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dandan Cao, Mengmeng Zhang, Wei Li, Qiong Ran
2021 J jnl
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.
CoRR
Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du
2021 J jnl
Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chang Liu, Ran Tao, Wei Li, Mengmeng Zhang, Weiwei Sun, Qian Du
2021 J jnl
Joint feature extraction for multi-source data using similar double-concentrated network.
Neurocomputing
Yixuan Zhu, Wei Li, Mengmeng Zhang, Yong Pang, Ran Tao, Qian Du
2021 J jnl
Spectral Shift Mitigation for Cross-Scene Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Chenzhong Gao, Ran Tao
2021 J jnl
Superpixelwise Collaborative-Representation Graph Embedding for Unsupervised Dimension Reduction in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Ran Tao
2021 J jnl
Transfer Learning for Optical and SAR Data Correspondence Identification With Limited Training Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mengmeng Zhang, Wei Li, Ran Tao, Song Wang
2021 C conf
Woodland Segmentation of Gaofen-6 Remote Sensing Images Based on Deep Learning.
IGARSS
Yuanyuan Gui, Wei Li, Mengmeng Zhang, Anzhi Yue
2020 J jnl
Adaptive Iterated Shrinkage Thresholding-Based Lp-Norm Sparse Representation for Hyperspectral Imagery Target Detection.
Remote. Sens.
Xiaobin Zhao, Wei Li, Mengmeng Zhang, Ran Tao, Pengge Ma
2020 — conf
Collaborative Classification for Woodland Data Using Similar Multi-concentrated Network.
PRCV (2)
Yixuan Zhu, Mengmeng Zhang, Wei Li, Ran Tao, Qiong Ran
2020 C conf
Convolutional Neural Network for Coastal Wetland Classification in Hyperspectral Image.
IGARSS
Chang Liu, Mengmeng Zhang, Wei Li, Weiwei Sun, Ran Tao
2020 J jnl
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN.
IEEE Trans. Cybern.
Mengmeng Zhang, Wei Li, Qian Du, Lianru Gao, Bing Zhang
2020 J jnl
HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers.
IEEE Trans. Geosci. Remote. Sens.
Ji He, Lina Zhao, Hongwei Yang, Mengmeng Zhang, Wei Li
2019 J jnl
3-D Convolution-Recurrent Networks for Spectral-Spatial Classification of Hyperspectral Images.
Remote. Sens.
Majid Seydgar, Amin Alizadeh Naeini, Mengmeng Zhang, Wei Li, Mehran Satari
2019 J jnl
Data Augmentation for Hyperspectral Image Classification With Deep CNN.
IEEE Geosci. Remote. Sens. Lett.
Wei Li, Chen Chen, Mengmeng Zhang, Heng-Chao Li, Qian Du
2019 J jnl
Medical Hyperspectral Image Classification Based on End-to-End Fusion Deep Neural Network.
IEEE Trans. Instrum. Meas.
Xueling Wei, Wei Li, Mengmeng Zhang, Qingli Li
2018 C conf
Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network.
IGARSS
Yi Chen, Mengmeng Zhang, Wei Li, Qian Du
2018 — conf
Nuclei Classification Using Dual View CNNs with Multi-crop Module in Histology Images.
PRCV (2)
Xiang Li, Wei Li, Mengmeng Zhang
2016 J jnl
A Spatio-Temporal Model for Forest Fire Detection Using HJ-IRS Satellite Data.
Remote. Sens.
Lei Lin, Yu Meng, Anzhi Yue, Yuan Yuan, Xiaoyi Liu, Jingbo Chen, Mengmeng Zhang, Jiansheng Chen
2016 — conf
Joint low rank and sparse representation-based hyperspectral image classification.
WHISPERS
Mengmeng Zhang, Wei Li, Qian Du