A Brushlet-Based Feature Set Applied to Texture Classification. - Tan Shan; Xiangrong Zhang; Licheng Jiao (CIS, 2004)

SAR Image Classification Based on Immune Clonal Feature Selection. - Xiangrong Zhang; Tan Shan; Licheng Jiao (ICIAR (2), 2004)

Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm. - Xiangrong Zhang; Shuang Wang 001; Tan Shan; Licheng Jiao (ESANN, 2005)

Automatic Image Enhancement Driven by Evolution Based on Ridgelet Frame in the Presence of Noise. - Tan Shan; Shuang Wang 001; Xiangrong Zhang; Licheng Jiao (EvoWorkshops, 2005)

Selective SVMs Ensemble Driven by Immune Clonal Algorithm. - Xiangrong Zhang; Shuang Wang 001; Tan Shan; Licheng Jiao (EvoWorkshops, 2005)

Dual ridgelet frame constructed using biorthogonal wavelet basis. - Tan Shan; Xiangrong Zhang; Licheng Jiao (ICASSP (2), 2005)

SAR Image Segmentation Using Kernel Based Spatial FCM. - Xiangrong Zhang; Tan Shan; Shuang Wang 001; Licheng Jiao (ICIAR, 2005)

Simultaneous Feature Selection and Parameters Optimization for SVM by Immune Clonal Algorithm. - Xiangrong Zhang; Licheng Jiao (ICNC (2), 2005)

A Review: Relationship Between Response Properties of Visual Neurons and Advances in Nonlinear Approximation Theory. - Tan Shan; Xiuli Ma; Xiangrong Zhang; Licheng Jiao (ISNN (1), 2005)

Image Representation in Visual Cortex and High Nonlinear Approximation. - Tan Shan; Xiangrong Zhang; Shuang Wang 001; Licheng Jiao (ISNN (1), 2005)

Immune Multiobjective Optimization Algorithm for Unsupervised Feature Selection. - Xiangrong Zhang; Bin Lu 002; Shuiping Gou; Licheng Jiao (EvoWorkshops, 2006)

A New Dictionary Learning Method for Kernel Matching Pursuit. - Shuiping Gou; Qing Li 065; Xiangrong Zhang (FSKD, 2006)

SVMs ensemble for radar target recognition based on evolutionary feature selection. - Xiangrong Zhang; Licheng Jiao; Shuiping Gou (IEEE Congress on Evolutionary Computation, 2007)

Recognition of SAR Occluded Targets Using SVM. - Yi Gao; Rui Hu; Licheng Jiao; Weida Zhou; Xiangrong Zhang (MMM (2), 2007)

Unsupervised texture image segmentation using multiobjective evolutionary clustering ensemble algorithm. - Xiaoxue Qian; Xiangrong Zhang; Licheng Jiao; Wenping Ma 001 (IEEE Congress on Evolutionary Computation, 2008)

Self-Tuning Semi-Supervised Spectral Clustering. - Chun Yang; Xiangrong Zhang; Licheng Jiao; Gaimei Wang (CIS (1), 2008)

A population-based artificial immune system for numerical optimization. - Maoguo Gong; Licheng Jiao; Xiangrong Zhang (Neurocomputing, 2008)

Spectral Clustering Ensemble Applied to SAR Image Segmentation. - Xiangrong Zhang; Licheng Jiao; Fang Liu 001; Liefeng Bo; Maoguo Gong (IEEE Trans. Geosci. Remote. Sens., 2008)

Quantum-Inspired Immune Clonal Algorithm for Global Optimization. - Licheng Jiao; Yangyang Li 001; Maoguo Gong; Xiangrong Zhang (IEEE Trans. Syst. Man Cybern. Part B, 2008)

iVolBrush: an intelligent interactive tool for efficient volume selection and editing. - Youbing Zhao; Gordon J. Clapworthy; Feng Dong 005; Xiangrong Zhang; Wei Chen 001; Marco Viceconti (IITM, 2010)

Semi-supervised Tissue Segmentation of 3D Brain MR Images. - Xiangrong Zhang; Feng Dong 005; Gordon Clapworthy; Youbing Zhao; Licheng Jiao (IV, 2010)

SAR image segmentation with entropy ranking based adaptive semi-supervised spectral clustering. - Xiangrong Zhang; Jie Yang 011; Biao Hou; Licheng Jiao (SAR, 2010)

MUlti information based Ground Control Points selection method. - Yanfeng Gu; Zhimin Cao; Ye Zhang 008; Xiangrong Zhang (IGARSS, 2011)

Spectral clustering based unsupervised change detection in SAR images. - Xiangrong Zhang; Zemin Li; Biao Hou; Licheng Jiao (IGARSS, 2011)

Bag-of-Visual-Words Based on Clonal Selection Algorithm for SAR Image Classification. - Jie Feng 003; Licheng Jiao; Xiangrong Zhang; Dongdong Yang (IEEE Geosci. Remote. Sens. Lett., 2011)

Multi-objective Invasive Weed Optimization algortihm for clustering. - Ruochen Liu; Xiao Wang; Yangyang Li 001; Xiangrong Zhang (IEEE Congress on Evolutionary Computation, 2012)

Optimized feature extraction by immune clonal selection algorithm. - Xiangrong Zhang; Erlei Zhang; Runxin Li (IEEE Congress on Evolutionary Computation, 2012)

SAR image change detection based on low rank matrix decomposition. - Xiangrong Zhang; Yaoguo Zheng; Jie Feng 003; Shuiping Gou (IGARSS, 2012)

A sparse kernel representation method for image classification. - Shuyuan Yang 001; Yue Han; Xiangrong Zhang (IJCNN, 2012)

Immunodomaince based Clonal Selection Clustering Algorithm. - Ruochen Liu; Xiangrong Zhang; Neng Yang; Qifeng Lei; Licheng Jiao (Appl. Soft Comput., 2012)

Gene transposon based clone selection algorithm for automatic clustering. - Ruochen Liu; Licheng Jiao; Xiangrong Zhang; Yangyang Li 001 (Inf. Sci., 2012)

MPM SAR Image Segmentation Using Feature Extraction and Context Model. - Biao Hou; Xiangrong Zhang; Nan Li (IEEE Geosci. Remote. Sens. Lett., 2012)

A folded current-reused CMOS power amplifier for low-voltage 3.0-5.0 GHz UWB applications. - Zhengyu Qian; Xiaole Cui; Bo Wang 016; Xiangrong Zhang; Chung Len Lee 001 (ASICON, 2013)

Joint segmentation and classification of hyperspectral image using meanshift and sparse representation classifier. - Xiangrong Zhang; Yufang Li; Yaoguo Zheng; Biao Hou; Xiaojin Hou (IGARSS, 2013)

Spatial-spectral classification based on group sparse coding for hyperspectral image. - Xiangrong Zhang; Peng Weng; Jie Feng 003; Erlei Zhang; Biao Hou (IGARSS, 2013)

Fully integrated passive UHF RFID transponder IC with a sensitivity of -12 dBm. - Jinpeng Shen; Xin'an Wang; Bo Wang 016; Shan Liu; Shoucheng Li; Zhengkun Ruan; Xiangrong Zhang; Ying Cao (ISCAS, 2013)

A UWB mixer with a balanced wide band active balun using crossing centertaped inductor. - Xiangrong Zhang; Xiaole Cui; Bo Wang 016; Chung Len Lee 001 (ISCAS, 2013)

An efficient multiple kernel computation method for regression analysis of economic data. - Xiangrong Zhang; Longying Hu; Lin Zhang (Neurocomputing, 2013)

Low-rank representation with local constraint for graph construction. - Yaoguo Zheng; Xiangrong Zhang; Shuyuan Yang 001; Licheng Jiao (Neurocomputing, 2013)

Semisupervised Dimensionality Reduction of Hyperspectral Images via Local Scaling Cut Criterion. - Xiangrong Zhang; Yudi He; Nan Zhou; Yaoguo Zheng (IEEE Geosci. Remote. Sens. Lett., 2013)

Manifold-constrained coding and sparse representation for human action recognition. - Xiangrong Zhang; Yang Yang 062; Licheng Jiao; Feng Dong 005 (Pattern Recognit., 2013)

Robust non-local fuzzy c-means algorithm with edge preservation for SAR image segmentation. - Jie Feng 003; Licheng Jiao; Xiangrong Zhang; Maoguo Gong; Tao Sun 007 (Signal Process., 2013)

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)

Arithmetic coding for image compression with adaptive weight-context classification. - Jiaji Wu; Zhenzhen Xu; Gwanggil Jeon; Xiangrong Zhang; Licheng Jiao (Signal Process. Image Commun., 2013)

A Novel Method for Hyperspectral Image Classification Based on Laplacian Eigenmap Pixels Distribution-Flow. - Biao Hou; Xiangrong Zhang; Qiang Ye; Yaoguo Zheng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Context-Based Hierarchical Unequal Merging for SAR Image Segmentation. - Hang Yu; Xiangrong Zhang; Shuang Wang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2013)

Biclustering of gene expression data using Particle Swarm Optimization integrated with pattern-driven local search. - Yangyang Li 001; Xiaolong Tian; Licheng Jiao; Xiangrong Zhang (IEEE Congress on Evolutionary Computation, 2014)

A novel algorithm for many-objective dimension reductions: Pareto-PCA-NSGA-II. - Ronghua Shang; Kun Zhang; Licheng Jiao; Wei Fang 001; Xiangrong Zhang; Xiaolin Tian 002 (IEEE Congress on Evolutionary Computation, 2014)

SAR image segmentation based on random projection and signature frame. - Biao Hou; Na Li; Shuang Wang 001; Xiangrong Zhang (IGARSS, 2014)

Classification of imbalanced hyperspectral imagery data using support vector sampling. - Xiangrong Zhang; Qiang Song; Yaoguo Zheng; Biao Hou; Shuiping Gou (IGARSS, 2014)

Low-rank representation based action recognition. - Xiangrong Zhang; Yang Yang 062; Hanghua Jia; Huiyu Zhou 001; Licheng Jiao (IJCNN, 2014)

SAR image segmentation based on quantum-inspired multiobjective evolutionary clustering algorithm. - Yangyang Li 001; Shixia Feng; Xiangrong Zhang; Licheng Jiao (Inf. Process. Lett., 2014)

Improving Hyperspectral Image Classification Using Spectral Information Divergence. - Erlei Zhang; Xiangrong Zhang; Shuyuan Yang 001; Shuang Wang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

Using Combined Difference Image and k-Means Clustering for SAR Image Change Detection. - Yaoguo Zheng; Xiangrong Zhang; Biao Hou; Ganchao Liu (IEEE Geosci. Remote. Sens. Lett., 2014)

Laplacian group sparse modeling of human actions. - Xiangrong Zhang; Hao Yang; Licheng Jiao; Yang Yang 062; Feng Dong 005 (Pattern Recognit., 2014)

Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification. - Xiangrong Zhang; Qiang Song; Ruochen Liu; Wenna Wang; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral Band Selection Based on Trivariate Mutual Information and Clonal Selection. - Jie Feng 003; Licheng Jiao; Xiangrong Zhang; Tao Sun 007 (IEEE Trans. Geosci. Remote. Sens., 2014)

Eigenvalue Analysis-Based Approach for POL-SAR Image Classification. - Shuiping Gou; Xin Qiao; Xiangrong Zhang; Weifang Wang; Fangfang Du (IEEE Trans. Geosci. Remote. Sens., 2014)

Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function. - Jie Wu 016; Fang Liu 001; Licheng Jiao; Xiangrong Zhang; Hongxia Hao; Shuang Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Using word embedding for bio-event extraction. - Chen Li 011; Runqing Song; Maria Liakata; Andreas Vlachos 001; Stephanie Seneff; Xiangrong Zhang (BioNLP@IJCNLP, 2015)

Polarimetric SAR images classification using deep belief networks with learning features. - Biao Hou; Xiaohuan Luo; Shuang Wang 001; Licheng Jiao; Xiangrong Zhang (IGARSS, 2015)

Sparsity-constrained generalized bilinear model for hyperspectral unmixing. - Xiangrong Zhang; Cai Cheng; Jinliang An; Yaoguo Zheng; Erlei Zhang; Biao Hou (IGARSS, 2015)

Scaling cut criterion-based discriminant analysis for supervised dimension reduction. - Xiangrong Zhang; Yudi He; Licheng Jiao; Ruochen Liu; Jie Feng 003; Sisi Zhou (Knowl. Inf. Syst., 2015)

Imbalanced Hyperspectral Image Classification Based on Maximum Margin. - Tao Sun 007; Licheng Jiao; Jie Feng 003; Fang Liu 001; Xiangrong Zhang (IEEE Geosci. Remote. Sens. Lett., 2015)

Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification. - Erlei Zhang; Xiangrong Zhang; Hongying Liu 001; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2015)

Semisupervised Affinity Propagation Based on Normalized Trivariable Mutual Information for Hyperspectral Band Selection. - Licheng Jiao; Jie Feng 003; Fang Liu 001; Tao Sun 007; Xiangrong Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Mutual-Information-Based Semi-Supervised Hyperspectral Band Selection With High Discrimination, High Information, and Low Redundancy. - Jie Feng 003; Licheng Jiao; Fang Liu 001; Tao Sun 007; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2015)

LitWay, Discriminative Extraction for Different Bio-Events. - Chen Li 011; Zhiqiang Rao; Xiangrong Zhang (BioNLP (Shared Task), 2016)

Automated Segmentation of MOOC Lectures towards Customized Learning. - Xiangrong Zhang; Chen Li 011; Shang-wen Li 001; Victor Zue (ICALT, 2016)

A weighted multi-task joint sparse representation method for hyperspectral image classification. - Jinliang An; Yu Mo; Zhi Guo; Xiangrong Zhang (IGARSS, 2016)

Joint multi-feature hyperspectral image classification with spatial constraint in semantic manifold. - Xiangrong Zhang; Zeyu Gao 001; Jinliang An; Yanning Hu; Yangyang Li 001; Biao Hou (IGARSS, 2016)

Spatially constrained Bag-of-Visual-Words for hyperspectral image classification. - Xiangrong Zhang; Kai Jiang; Yaoguo Zheng; Jinliang An; Yanning Hu; Licheng Jiao (IGARSS, 2016)

A nonlinear subspace multiple kernel learning for financial distress prediction of Chinese listed companies. - Xiangrong Zhang; Longying Hu (Neurocomputing, 2016)

Weighted multifeature hyperspectral image classification via kernel joint sparse representation. - Erlei Zhang; Xiangrong Zhang; Licheng Jiao; Hongying Liu 001; Shuang Wang 001; Biao Hou (Neurocomputing, 2016)

Single image super-resolution reconstruction based on genetic algorithm and regularization prior model. - Yangyang Li 001; Yang Wang 075; Yaxiao Li; Licheng Jiao; Xiangrong Zhang; Rustam Stolkin (Inf. Sci., 2016)

Dimensionality Reduction Based on Group-Based Tensor Model for Hyperspectral Image Classification. - Jinliang An; Xiangrong Zhang; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2016)

A Nonlocal Means for Speckle Reduction of SAR Image With Multiscale-Fusion-Based Steerable Kernel Function. - Jie Wu 016; Fang Liu 001; Hongxia Hao; Lingling Li 002; Licheng Jiao; Xiangrong Zhang (IEEE Geosci. Remote. Sens. Lett., 2016)

Hierarchical Discriminative Feature Learning for Hyperspectral Image Classification. - Xiangrong Zhang; Yunlong Liang; Yaoguo Zheng; Jinliang An; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2016)

Local Collaborative Representation With Adaptive Dictionary Selection for Hyperspectral Image Classification. - Yaoguo Zheng; Licheng Jiao; Ronghua Shang; Biao Hou; Xiangrong Zhang (IEEE Geosci. Remote. Sens. Lett., 2016)

Unsupervised feature selection based on maximum information and minimum redundancy for hyperspectral images. - Jie Feng 003; Licheng Jiao; Fang Liu 001; Tao Sun 007; Xiangrong Zhang (Pattern Recognit., 2016)

Spectral-spatial hyperspectral image ensemble classification via joint sparse representation. - Erlei Zhang; Xiangrong Zhang; Licheng Jiao; Lin Li 016; Biao Hou (Pattern Recognit., 2016)

A Spatial Fuzzy Clustering Algorithm With Kernel Metric Based on Immune Clone for SAR Image Segmentation. - Ronghua Shang; Pingping Tian; Licheng Jiao; Rustam Stolkin; Jie Feng 003; Biao Hou; Xiangrong Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification. - Erlei Zhang; Licheng Jiao; Xiangrong Zhang; Hongying Liu 001; Shuang Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spectral-Spatial Feature Learning Using Cluster-Based Group Sparse Coding for Hyperspectral Image Classification. - Xiangrong Zhang; Qiang Song; Zeyu Gao 001; Yaoguo Zheng; Peng Weng; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Multiple Kernel Learning Based on Discriminative Kernel Clustering for Hyperspectral Band Selection. - Jie Feng 003; Licheng Jiao; Tao Sun 007; Hongying Liu 001; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2016)

SAR Image Segmentation Based on Hierarchical Visual Semantic and Adaptive Neighborhood Multinomial Latent Model. - Fang Liu 001; Yiping Duan; Lingling Li 002; Licheng Jiao; Jie Wu 016; Shuyuan Yang 001; Xiangrong Zhang; Jialing Yuan (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral image classification based on stacked marginal discriminative autoencoder. - Jie Feng 003; Liguo Liu; Xiangrong Zhang; Rongfang Wang; Hongying Liu 001 (IGARSS, 2017)

Fast graph-based SAR image segmentation via simple superpixels. - Biao Hou; Xiaohua Zhang; Dezhao Gong; Shuang Wang 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2017)

A weighted joint sparse of three channels method for full POL-SAR data classification. - Peng Wang; Wenshuai Chen; Shuiping Gou; Xiangrong Zhang; Xiaofeng Li 001; Licheng Jiao (IGARSS, 2017)

Natural language description of remote sensing images based on deep learning. - Xiangrong Zhang; Xiang Li 013; Jinliang An; Li Gao; Biao Hou; Chen Li 011 (IGARSS, 2017)

Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification. - Xiangrong Zhang; Yanjie Liang; Chen Li 011; Ning Huyan; Licheng Jiao; Huiyu Zhou 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Unsupervised saliency-guided SAR image change detection. - Yaoguo Zheng; Licheng Jiao; Hongying Liu 001; Xiangrong Zhang; Biao Hou; Shuang Wang 001 (Pattern Recognit., 2017)

OpenHI - An open source framework for annotating histopathological image. - Pargorn Puttapirat; Haichuan Zhang 001; Yuchen Lian; Chunbao Wang 002; Xiangrong Zhang; Lixia Yao; Chen Li 011 (BIBM, 2018)

PolSAR Image Classification Based on DBN and Tensor Dimensionality Reduction. - Biao Hou; Xianpeng Guo; Weidan Hou; Shuang Wang 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2018)

Hyper-Laplacian Regularized Low-Rank Tensor Decomposition for Hyperspectral Anomaly Detection. - Xiaoxiao Ma 003; Xiangrong Zhang; Ning Huyan; Xu Tang; Biao Hou; Licheng Jiao (IGARSS, 2018)

Circular Relevance Feedback for Remote Sensing Image Retrieval. - Xu Tang; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (IGARSS, 2018)

Spatial-Spectral Graph-Based Nonlinear Embedding Dimensionality Reduction for Hyperspectral Image Classificaiton. - Xiangrong Zhang; Yaru Han; Ning Huyan; Chen Li 011; Jie Feng 003; Li Gao; Xiaoxiao Ma 003 (IGARSS, 2018)

A set of domain rules and a deep network for protein coreference resolution. - Chen Li 011; Zhiqiang Rao; Qinghua Zheng; Xiangrong Zhang (Database J. Biol. Databases Curation, 2018)

Hyperspectral Unmixing via Deep Convolutional Neural Networks. - Xiangrong Zhang; Yujia Sun; Jingyan Zhang; Peng Wu; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2018)

MMM: classification of schizophrenia using multi-modality multi-atlas feature representation and multi-kernel learning. - Jin Liu 012; Xiang Wang; Xiangrong Zhang; Yi Pan 001; Xiaosheng Wang; Jianxin Wang 001 (Multim. Tools Appl., 2018)

Unsupervised Deep Feature Learning for Remote Sensing Image Retrieval. - Xu Tang; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (Remote. Sens., 2018)

Hyperspectral Unmixing via Low-Rank Representation with Space Consistency Constraint and Spectral Library Pruning. - Xiangrong Zhang; Chen Li 011; Jingyan Zhang; Qimeng Chen; Jie Feng 003; Licheng Jiao; Huiyu Zhou 001 (Remote. Sens., 2018)

Patch Tensor-Based Sparse and Low-Rank Graph for Hyperspectral Images Dimensionality Reduction. - Jinliang An; Xiangrong Zhang; Huiyu Zhou 001; Jie Feng 003; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Marginal Stacked Autoencoder With Adaptively-Spatial Regularization for Hyperspectral Image Classification. - Jie Feng 003; Liguo Liu; Xianghai Cao; Licheng Jiao; Tao Sun 007; Xiangrong Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Spatial Sequential Recurrent Neural Network for Hyperspectral Image Classification. - Xiangrong Zhang; Yujia Sun; Kai Jiang; Chen Li 011; Licheng Jiao; Huiyu Zhou 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Tensor-Based Low-Rank Graph With Multimanifold Regularization for Dimensionality Reduction of Hyperspectral Images. - Jinliang An; Xiangrong Zhang; Huiyu Zhou 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2018)

A Hybrid Method of SAR Speckle Reduction Based on Geometric-Structural Block and Adaptive Neighborhood. - Fang Liu 001; Jie Wu 016; Lingling Li 002; Licheng Jiao; Hongxia Hao; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2018)

Multifeature Hyperspectral Image Classification With Local and Nonlocal Spatial Information via Markov Random Field in Semantic Space. - Xiangrong Zhang; Zeyu Gao 001; Licheng Jiao; Huiyu Zhou 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Hybrid Unmixing Based on Adaptive Region Segmentation for Hyperspectral Imagery. - Xiangrong Zhang; Jingyan Zhang; Chen Li 011; Cai Cheng; Licheng Jiao; Huiyu Zhou 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

OpenHI2 - Open source histopathological image platform. - Pargorn Puttapirat; Chen Li 011; Haichuan Zhang 001; Jingyi Deng; Yuxin Dong; Jiangbo Shi; Hongyu He; Zeyu Gao 001; Chunbao Wang 002; Xiangrong Zhang (BIBM, 2019)

Effects of annotation granularity in deep learning models for histopathological images. - Jiangbo Shi; Zeyu Gao 001; Haichuan Zhang 001; Pargorn Puttapirat; Chunbao Wang 002; Xiangrong Zhang; Chen Li 011 (BIBM, 2019)

Hyperspectral Band Selection Based On Ternary Weight Convolutional Neural Network. - Jie Feng 003; Di Li; Jiantong Chen; Xiangrong Zhang; Xu Tang; Xiande Wu (IGARSS, 2019)

Joint Multilayer Spatial-Spectral Classification of Hyperspectral Images Based on CNN and Convlstm. - Jie Feng 003; Xiande Wu; Jiantong Chen; Xiangrong Zhang; Xu Tang; Di Li (IGARSS, 2019)

Object Detection and Trcacking Based on Convolutional Neural Networks for High-Resolution Optical Remote Sensing Video. - Biao Hou; Jingliang Li; Xiangrong Zhang; Shuang Wang 001; Licheng Jiao (IGARSS, 2019)

Weak Moving Object Detection In Optical Remote Sensing Video With Motion-Drive Fusion Network. - Yuxuan Li; Licheng Jiao; Xu Tang; Xiangrong Zhang; Wenhua Zhang; Li Gao (IGARSS, 2019)

Adversarial Hash-Code Learning for Remote Sensing Image Retrieval. - Chao Liu 042; Jingjing Ma 001; Xu Tang; Xiangrong Zhang; Licheng Jiao (IGARSS, 2019)

Polsar Land Cover Classification via Tensorial Embedding Methods. - Bo Ren 001; Biao Hou; Jocelyn Chanussot; Changzhe Jiao; Xiangrong Zhang (IGARSS, 2019)

Remote Sensing Image Retrieval Based on Semi-Supervised Deep Hashing Learning. - Xu Tang; Chao Liu 042; Xiangrong Zhang; Jingjing Ma 001; Changzhe Jiao; Licheng Jiao (IGARSS, 2019)

Vehicle Detection and Tracking in Remote Sensing Satellite Vidio based on Dynamic Association. - Jinyue Zhang; Xiangrong Zhang; Xu Tang; Zhongjian Huang; Licheng Jiao (MultiTemp, 2019)

Inverse boosting pruning trees for depression detection on Twitter. - Lei Tong; Xiangrong Zhang; Qianni Zhang; Abdul Hamid Sadka; Ling Li 010; Huiyu Zhou 001 (CoRR, 2019)

Detection and Tracking of Multiple Mice Using Part Proposal Networks. - Zheheng Jiang; Zhihua Liu; Long Chen 019; Lei Tong; Xiangrong Zhang; Xiangyuan Lan; Danny Crookes; Ming-Hsuan Yang 001; Huiyu Zhou 001 (CoRR, 2019)

OpenHI: open platform for histopathological image annotation. - Pargorn Puttapirat; Haichuan Zhang 001; Jingyi Deng; Yuxin Dong; Jiangbo Shi; Peiliang Lou; Chunbao Wang 002; Lixia Yao; Xiangrong Zhang; Chen Li 011 (Int. J. Data Min. Bioinform., 2019)

Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction. - Jinliang An; Jinhui Lei; Yuzhen Song; Xiangrong Zhang; Jinmei Guo (Remote. Sens., 2019)

Tensor Discriminant Analysis via Compact Feature Representation for Hyperspectral Images Dimensionality Reduction. - Jinliang An; Yuzhen Song; Yuwei Guo 001; Xiaoxiao Ma 003; Xiangrong Zhang (Remote. Sens., 2019)

Adversarial Reconstruction-Classification Networks for PolSAR Image Classification. - Yanqiao Chen; Yangyang Li 001; Licheng Jiao; Cheng Peng 009; Xiangrong Zhang; Ronghua Shang (Remote. Sens., 2019)

Divide-and-Conquer Dual-Architecture Convolutional Neural Network for Classification of Hyperspectral Images. - Jie Feng 003; Lin Wang; Haipeng Yu; Licheng Jiao; Xiangrong Zhang (Remote. Sens., 2019)

A Novel Multi-Model Decision Fusion Network for Object Detection in Remote Sensing Images. - Wenping Ma 001; Qiongqiong Guo; Yue Wu 004; Wei Zhao 014; Xiangrong Zhang; Licheng Jiao (Remote. Sens., 2019)

Change Detection in Remote Sensing Images Based on Image Mapping and a Deep Capsule Network. - Wenping Ma 001; Yunta Xiong; Yue Wu 004; Hui Yang; Xiangrong Zhang; Licheng Jiao (Remote. Sens., 2019)

Double-Branch Multi-Attention Mechanism Network for Hyperspectral Image Classification. - Wenping Ma 001; Qifan Yang; Yue Wu 004; Wei Zhao 014; Xiangrong Zhang (Remote. Sens., 2019)

Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing. - Xu Tang; Chao Liu 042; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (Remote. Sens., 2019)

Aerial Image Road Extraction Based on an Improved Generative Adversarial Network. - Xiangrong Zhang; Xiao Han 012; Chen Li 011; Xu Tang; Huiyu Zhou 001; Licheng Jiao (Remote. Sens., 2019)

Description Generation for Remote Sensing Images Using Attribute Attention Mechanism. - Xiangrong Zhang; Xin Wang 068; Xu Tang; Huiyu Zhou 001; Chen Li 011 (Remote. Sens., 2019)

CNN-Based Multilayer Spatial-Spectral Feature Fusion and Sample Augmentation With Local and Nonlocal Constraints for Hyperspectral Image Classification. - Jie Feng 003; Jiantong Chen; Liguo Liu; Xianghai Cao; Xiangrong Zhang; Licheng Jiao; Tao Yu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Classification of Hyperspectral Images Based on Multiclass Spatial-Spectral Generative Adversarial Networks. - Jie Feng 003; Haipeng Yu; Lin Wang; Xianghai Cao; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2019)

Hyperspectral Anomaly Detection via Background and Potential Anomaly Dictionaries Construction. - Ning Huyan; Xiangrong Zhang; Huiyu Zhou 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2019)

Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning. - Tianzhu Liu; Xiangrong Zhang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2019)

Dual sentence representation model integrating prior knowledge for bio-text-mining. - Zhijing Li 005; YangYang Lan; Saikat Chatterjee; Pargorn Puttapirat; Xiangrong Zhang; Chen Li 011 (BIBM, 2020)

Small Object Detection in Optical Remote Sensing Video with Motion Guided R-CNN. - Jie Feng 003; Yuping Liang; Zhanwei Ye; Xiande Wu; Dening Zeng; Xiangrong Zhang; Xu Tang (IGARSS, 2020)

PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation. - Mengqian Chen; Bo Ren 001; Biao Hou; Jocelyn Chanussot; Shuang Wang 001; Xiangrong Zhang; Wen Xie (IGARSS, 2020)

Hyperspectral Image Classification Based on Semi-Supervised Dual-Branch Convolutional Autoencoder with Self-Attention. - Jie Feng 003; Zhanwei Ye; Di Li; Yuping Liang; Xu Tang; Xiangrong Zhang (IGARSS, 2020)

Panchromatic Image Land Cover Classification Via DCNN with Updating Iteration Strategy. - Biao Hou; Yangfei Liu; Tuotuo Rong; Bo Ren 001; Zijuan Xiang; Xiangrong Zhang; Shuang Wang 001 (IGARSS, 2020)

Remote Sensing Images Feature Learning based On Multi-Branch Networks. - Chao Liu 042; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 001; Junyong Ma; Licheng Jiao (IGARSS, 2020)

Remote Sensing Scene Classification Based on Global and Local Consistent Network. - Jingjing Ma 001; Qiushuo Ma; Xu Tang; Xiangrong Zhang; Cheng Zhu; Qunnie Peng; Licheng Jiao (IGARSS, 2020)

Hyperspectral Image Classification Via Multi-Scale Encoder-Decoder Network. - Jingjing Ma 001; Linlin Wu; Xu Tang; Xiangrong Zhang; Cheng Zhu; Junyong Ma; Licheng Jiao (IGARSS, 2020)

A Learnable Blur Kernel for Remote Sensing Image Retrieval. - Zelin Peng; Guanchun Wang; Xiangrong Zhang; Xu Tang; Li Gao; Licheng Jiao (IGARSS, 2020)

Adaptive Feature Aggregation Network for Object Detection in Remote Sensing Images. - Wenliang Sun; Xiangrong Zhang; Tianyang Zhang 002; Peng Zhu; Li Gao; Xu Tang; Bo Liu (IGARSS, 2020)

Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network. - Xu Tang; Fanbo Meng; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Qunnie Peng; Licheng Jiao (IGARSS, 2020)

Supervised Adaptive-RPN Network for Object Detection in Remote Sensing Images. - Xu Tang; Huayu Zhang; Jingjing Ma 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2020)

Spatial-Spectral Smooth Graph Convolutional Network for Multispectral Point Cloud Classification. - Qingwang Wang; Xiangrong Zhang; Yanfeng Gu (IGARSS, 2020)

Scene Attention Mechanism for Remote Sensing Image Caption Generation. - Shiqi Wu; Xiangrong Zhang; Xin Wang 068; Chen Li 011; Licheng Jiao (IJCNN, 2020)

Discriminative Feature Pyramid Network For Object Detection In Remote Sensing Images. - Xiaoqian Zhu; Xiangrong Zhang; Tianyang Zhang 002; Peng Zhu; Xu Tang; Chen Li 011 (IJCNN, 2020)

Identification High Influential Articles by Considering the Topic Characteristics of Articles. - Mingyang Wang 001; Shijia Jiao; Jiaqi Zhang; Xiangrong Zhang; Na Zhu (IEEE Access, 2020)

Unsupervised EA-Based Fuzzy Clustering for Image Segmentation. - Mengxuan Zhang 003; Licheng Jiao; Ronghua Shang; Xiangrong Zhang; Lingling Li 002 (IEEE Access, 2020)

BioNorm: deep learning-based event normalization for the curation of reaction databases. - Peiliang Lou; Antonio Jimeno-Yepes; Zai Zhang 002; Qinghua Zheng; Xiangrong Zhang; Chen Li 011 (Bioinform., 2020)

Bio-semantic relation extraction with attention-based external knowledge reinforcement. - Zhijing Li 005; Yuchen Lian; Xiaoyong Ma; Xiangrong Zhang; Chen Li 011 (BMC Bioinform., 2020)

Deep Learning Based Brain Tumor Segmentation: A Survey. - Zhihua Liu; Long Chen 019; Lei Tong; Feixiang Zhou; Zheheng Jiang; Qianni Zhang; Caifeng Shan; Yinhai Wang; Xiangrong Zhang; Ling Li 010; Huiyu Zhou 001 (CoRR, 2020)

Fully Convolutional Network-Based Ensemble Method for Road Extraction From Aerial Images. - Xiangrong Zhang; Wenkang Ma; Chen Li 011; Jie Wu 016; Xu Tang; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2020)

Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification. - Jie Feng 003; Xueliang Feng; Jiantong Chen; Xianghai Cao; Xiangrong Zhang; Licheng Jiao; Tao Yu (Remote. Sens., 2020)

Fuzzy Superpixels Based Semi-Supervised Similarity-Constrained CNN for PolSAR Image Classification. - Yuwei Guo 001; Zhuangzhuang Sun; Rong Qu; Licheng Jiao; Fang Liu 001; Xiangrong Zhang (Remote. Sens., 2020)

Building Extraction of Aerial Images by a Global and Multi-Scale Encoder-Decoder Network. - Jingjing Ma 001; Linlin Wu; Xu Tang; Fang Liu 001; Xiangrong Zhang; Licheng Jiao (Remote. Sens., 2020)

Semi-Supervised Hyperspectral Image Classification via Spatial-Regulated Self-Training. - Yue Wu 004; Guifeng Mu; Can Qin; Qiguang Miao; Wenping Ma 001; Xiangrong Zhang (Remote. Sens., 2020)

Important citation identification by exploiting the syntactic and contextual information of citations. - Mingyang Wang 001; Jiaqi Zhang; Shijia Jiao; Xiangrong Zhang; Na Zhu; Guangsheng Chen (Scientometrics, 2020)

Hyperspectral Anomaly Detection Based on Low-Rank Representation With Data-Driven Projection and Dictionary Construction. - Xiaoxiao Ma 003; Xiangrong Zhang; Xu Tang; Huiyu Zhou 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images. - Yang-Jun Deng; Heng-Chao Li 001; Xin Song; Yong-Jian Sun; Xiangrong Zhang; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Multi-Feature Weighted Sparse Graph for SAR Image Analysis. - Jing Gu; Licheng Jiao; Fang Liu 001; Xiangrong Zhang; Xu Tang; Puhua Chen (IEEE Trans. Geosci. Remote. Sens., 2020)

Sketch-Based Region Adaptive Sparse Unmixing Applied to Hyperspectral Image. - Jingyan Zhang; Xiangrong Zhang; Xu Tang; Puhua Chen; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2020)

Multi-label Aerial Image Classification via Adjacency-Based Label and Feature Co-embedding. - Xiangrong Zhang; Shouping Shan; Jing Gu; Xu Tang; Licheng Jiao (CICAI, 2021)

Automatic Design Recurrent Neural Network for Hyperspectral Image Classification. - Jie Feng 003; Gaiqin Bai; Zizhuo Gao; Xiangrong Zhang; Xu Tang (IGARSS, 2021)

Improved SiamRPN++ with Clustering-Based Frame Differencing for Object Tracking of Remote Sensing Videos. - Jie Feng 003; Bingyu Hui; Yuping Liang; Quanhe Yao; Xiangrong Zhang (IGARSS, 2021)

Cross-Source Image Retrieval Based on Ensemble Learning and Knowledge Distillation for Remote Sensing Images. - Jingjing Ma 001; Duanpeng Shi; Xu Tang; Xiangrong Zhang; Xiao Han 012; Licheng Jiao (IGARSS, 2021)

Hyperspectral Image Classification Based on Spectral Graph and Bidirectional LSTM Network. - Xu Tang; Qionglin Zhou; Fanbo Meng; Xiao Han 012; Dalei Li; Xiangrong Zhang; Licheng Jiao (IGARSS, 2021)

Remote Scene Image Scene Classification Based on Adaptive Segmentation and Dynamic Graph Convolution. - Yuqun Yang; Xu Tang; Xiao Han 012; Jingjing Ma 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2021)

High-Resolution Remote Sensing Images Change Detection with Siamese Holistically-Guided FCN. - Huayu Zhang; Xu Tang; Xiao Han 012; Jingjing Ma 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2021)

Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation. - Xiangrong Zhang; Zelin Peng; Peng Zhu; Tianyang Zhang 002; Chen Li 011; Huiyu Zhou 001; Licheng Jiao (ACM Multimedia, 2021)

Corrigendum to: Genetic mechanisms of COVID-19 and its association with smoking and alcohol consumption. - Shuquan Rao; Ancha V. Baranova; Hongbao Cao; Jiu Chen; Xiangrong Zhang; Fuquan Zhang 003 (Briefings Bioinform., 2021)

Genetic mechanisms of COVID-19 and its association with smoking and alcohol consumption. - Shuquan Rao; Ancha V. Baranova; Hongbao Cao; Jiu Chen; Xiangrong Zhang; Fuquan Zhang 003 (Briefings Bioinform., 2021)

MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images. - Jie Feng 003; Yuping Liang; Junpeng Zhang 002; Xiangrong Zhang; Quanhe Yao; Licheng Jiao (CoRR, 2021)

Dual-graph convolutional network based on band attention and sparse constraint for hyperspectral band selection. - Jie Feng 003; Zhanwei Ye; Shuai Liu; Xiangrong Zhang; Jiantong Chen; Ronghua Shang; Licheng Jiao (Knowl. Based Syst., 2021)

Attention-Guided Siamese Fusion Network for Change Detection of Remote Sensing Images. - Puhua Chen; Lei Guo; Xiangrong Zhang; Alex Kai Qin; Wentao Ma; Licheng Jiao (Remote. Sens., 2021)

Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing Based on Endmember Independence and Spatial Weighted Abundance. - Jingyan Zhang; Xiangrong Zhang; Licheng Jiao (Remote. Sens., 2021)

Attention Consistent Network for Remote Sensing Scene Classification. - Xu Tang; Qiushuo Ma; Xiangrong Zhang; Fang Liu 034; Jingjing Ma 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Convolutional Neural Network Based on Bandwise-Independent Convolution and Hard Thresholding for Hyperspectral Band Selection. - Jie Feng 003; Jiantong Chen; Qigong Sun; Ronghua Shang; Xianghai Cao; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Cybern., 2021)

Attention Multibranch Convolutional Neural Network for Hyperspectral Image Classification Based on Adaptive Region Search. - Jie Feng 003; Xiande Wu; Ronghua Shang; Chenhong Sui; Jie Li 001; Licheng Jiao; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Hash Learning for Remote Sensing Image Retrieval. - Chao Liu 042; Jingjing Ma 001; Xu Tang; Fang Liu 034; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

Large-Scope PolSAR Image Change Detection Based on Looking-Around-and-Into Mode. - Fang Liu 034; Xu Tang; Xiangrong Zhang; Licheng Jiao; Jia Liu 020 (IEEE Trans. Geosci. Remote. Sens., 2021)

Ridgelet-Nets With Speckle Reduction Regularization for SAR Image Scene Classification. - Xiaoxue Qian; Fang Liu 001; Licheng Jiao; Xiangrong Zhang; Yuwei Guo 001; Xu Liu 006; Yuanhao Cui (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial-Spectral Attention Network. - Xu Tang; Fanbo Meng; Xiangrong Zhang; Yiu-Ming Cheung; Jingjing Ma 001; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

Spectral-Difference Low-Rank Representation Learning for Hyperspectral Anomaly Detection. - Xiangrong Zhang; Xiaoxiao Ma 003; Ning Huyan; Jing Gu; Xu Tang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

GRS-Det: An Anchor-Free Rotation Ship Detector Based on Gaussian-Mask in Remote Sensing Images. - Xiangrong Zhang; Guanchun Wang; Peng Zhu; Tianyang Zhang 002; Chen Li 011; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

Fast Node Selection of Networked Radar Based on Transfer Reinforcement Learning. - Yanjun Cao; Yuan Wang; Jingjing Guo; Li Han; Chao Zhang; Jin Zhu; Tianyang Zhang 002; Xiangrong Zhang (ICIS, 2022)

Motion-Aligned and Hardness-Aware Dynamic Update Network for Weakly-Supervised Vehicle Detection in Satellite Videos. - Quanpeng Jiang; Jie Feng 003; Yuping Liang; Ziyu Zhou; Xiangrong Zhang; Licheng Jiao (ICIS, 2022)

RSMatch: Semi-supervised Learning with Adaptive Category-Related Pseudo Labeling for Remote Sensing Scene Classification. - Weiquan Lin; Jingjing Ma 001; Xu Tang; Xiangrong Zhang; Licheng Jiao (ICIS, 2022)

Semantic-Aware Context Modeling for Road Extraction in Remote Sensing Images. - Fei Cao; Xiangrong Zhang; Xiaoqian Zhu; Peng Zhu; Xu Tang; Li Gao; Licheng Jiao (IGARSS, 2022)

NQ-Protonet: Noisy Query Prototypical Network for Few-Shot Remote Sensing Scene Classification. - Weiquan Lin; Xu Tang; Xiao Han 012; Jingjing Ma 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2022)

Mask Decoupled Head for Instance Segmentation in Remote Sensing Images. - Yuan Wang; Xiangrong Zhang; Tianyang Zhang 002; Xiaoqian Zhu; Xu Tang; Li Gao; Licheng Jiao (IGARSS, 2022)

Hyperspectral Image Classification Based on Spectrally-Enhanced and Densely Connected Transformer Model. - Yongen Wu; Jie Feng 003; Gaiqin Bai; Qiyang Gao; Xiangrong Zhang (IGARSS, 2022)

Few-Shot Hyperspectral Image Classification Based on Domain Adaptation of Class Balance. - Qi Zhen; Xiangrong Zhang; Zhenyu Li; Biao Hou; Xu Tang; Li Gao; Licheng Jiao (IGARSS, 2022)

Spectral Constrained Residual Attention Network for Hyperspectral Pansharpening. - Ziyu Zhou; Jie Feng 003; Xiande Wu; Jiao Shi; Xiangrong Zhang (IGARSS, 2022)

Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information. - Guanchun Wang; Xiangrong Zhang; Zelin Peng; Xu Tang; Huiyu Zhou 001; Licheng Jiao (IJCAI, 2022)

CMNet: Classification-oriented multi-task network for hyperspectral pansharpening. - Xiande Wu; Jie Feng 003; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (Knowl. Based Syst., 2022)

Background Representation Learning With Structural Constraint for Hyperspectral Anomaly Detection. - Xiaoxiao Ma 003; Xiangrong Zhang; Ning Huyan; Jing Gu; Xu Tang; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2022)

Context Residual Attention Network for Remote Sensing Scene Classification. - Yuhua Wang; Yaxin Hu; Yuezhu Xu; Peiyuan Jiao; Xiangrong Zhang; Huanyu Cui (IEEE Geosci. Remote. Sens. Lett., 2022)

Graph label prediction based on local structure characteristics representation. - Jingyi Ding; Ruohui Cheng; Jian Song 003; Xiangrong Zhang; Licheng Jiao; Jianshe Wu (Pattern Recognit., 2022)

Dual Modality Collaborative Learning for Cross-Source Remote Sensing Retrieval. - Jingjing Ma 001; Duanpeng Shi; Xu Tang; Xiangrong Zhang; Licheng Jiao (Remote. Sens., 2022)

SMD-Net: Siamese Multi-Scale Difference-Enhancement Network for Change Detection in Remote Sensing. - Xiangrong Zhang; Ling He; A. Kai Qin; Qi Dang; Hongjie Si; Xu Tang; Licheng Jiao (Remote. Sens., 2022)

Super-Resolution Reconstruction of Remote Sensing Images Using Generative Adversarial Network With Shallow Information Enhancement. - Yujia Fu; Xiangrong Zhang; Mingyang Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Homo-Heterogenous Transformer Learning Framework for RS Scene Classification. - Jingjing Ma 001; Mingteng Li; Xu Tang; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Dynamic Immunization Node Model for Complex Networks Based on Community Structure and Threshold. - Ronghua Shang; Weitong Zhang; Licheng Jiao; Xiangrong Zhang; Rustam Stolkin (IEEE Trans. Cybern., 2022)

Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images. - Tianyang Zhang 002; Xiangrong Zhang; Peng Zhu; Xu Tang; Chen Li 011; Licheng Jiao; Huiyu Zhou 001 (IEEE Trans. Cybern., 2022)

Deep Reinforcement Learning for Semisupervised Hyperspectral Band Selection. - Jie Feng 003; Di Li; Jing Gu; Xianghai Cao; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Self-Supervised Divide-and-Conquer Generative Adversarial Network for Classification of Hyperspectral Images. - Jie Feng 003; Ning Zhao; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Multitemporal Intrinsic Image Decomposition With Temporal-Spatial Energy Constraints for Remote Sensing Image Analysis. - Guoming Gao; Baisen Liu; Xiangrong Zhang; Xudong Jin; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection. - Ning Huyan; Xiangrong Zhang; Dou Quan; Jocelyn Chanussot; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Recurrent Attention and Semantic Gate for Remote Sensing Image Captioning. - Yunpeng Li 010; Xiangrong Zhang; Jing Gu; Chen Li 011; Xin Wang 068; Xu Tang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Adaptive Graph Convolutional Network for PolSAR Image Classification. - Fang Liu 034; Jingya Wang; Xu Tang; Jia Liu 020; Xiangrong Zhang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Hybrid Network With Structural Constraints for SAR Image Scene Classification. - Xiaoxue Qian; Fang Liu 001; Licheng Jiao; Xiangrong Zhang; Puhua Chen; Lingling Li 002; Jing Gu; Yuanhao Cui (IEEE Trans. Geosci. Remote. Sens., 2022)

Class-Level Prototype Guided Multiscale Feature Learning for Remote Sensing Scene Classification With Limited Labels. - Xu Tang; Weiquan Lin; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

EMTCAL: Efficient Multiscale Transformer and Cross-Level Attention Learning for Remote Sensing Scene Classification. - Xu Tang; Mingteng Li; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Meta-Hashing for Remote Sensing Image Retrieval. - Xu Tang; Yuqun Yang; Jingjing Ma 001; Yiu-Ming Cheung; Chao Liu 042; Fang Liu 034; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning. - Xu Tang; Huayu Zhang; Lichao Mou; Fang Liu 034; Xiangrong Zhang; Xiao Xiang Zhu 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Dual-Channel Capsule Generation Adversarial Network for Hyperspectral Image Classification. - Jianing Wang 003; Siying Guo; Runhu Huang; Linhao Li; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Multiobjective Guided Divide-and-Conquer Network for Hyperspectral Pansharpening. - Xiande Wu; Jie Feng 003; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

AR2Det: An Accurate and Real-Time Rotational One-Stage Ship Detector in Remote Sensing Images. - Yuqun Yang; Xu Tang; Yiu-Ming Cheung; Xiangrong Zhang; Fang Liu 034; Jingjing Ma 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Spatial Pooling Graph Convolutional Network for Hyperspectral Image Classification. - Xiangrong Zhang; Shutong Chen; Peng Zhu; Xu Tang; Jie Feng 003; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Remote Sensing Image Super-Resolution via Dual-Resolution Network Based on Connected Attention Mechanism. - Xiangrong Zhang; Zhenyu Li; Tianyang Zhang 002; Fengsheng Liu; Xu Tang; Puhua Chen; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Spectral Partitioning Residual Network With Spatial Attention Mechanism for Hyperspectral Image Classification. - Xiangrong Zhang; Shouwang Shang; Xu Tang; Jie Feng 003; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Foreground Refinement Network for Rotated Object Detection in Remote Sensing Images. - Tianyang Zhang 002; Xiangrong Zhang; Peng Zhu; Puhua Chen; Xu Tang; Chen Li 011; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Outlier Detection Using Memory and Contrastive Learning. - Ning Huyan; Dou Quan; Xiangrong Zhang; Xuefeng Liang; Jocelyn Chanussot; Licheng Jiao (IEEE Trans. Image Process., 2022)

CTACL:Hyperspectral Image Change Detection Based on Adaptive Contrastive Learning. - Shunli Tian; Xiangrong Zhang; Guanchun Wang; Xiao Han 012; Puhua Chen; Xina Cheng (IGARSS, 2023)

Global-Local Representation Coupling Network for Remote Sensing Image Change Detection. - Fanghan Yang; Xiangrong Zhang; Peng Zhu; Zhenhang Weng; Puhua Chen (IGARSS, 2023)

Domain Adversarial Debiased Self-Training for Hyperspectral Image Classification. - Tianshu Zhang; Jie Feng 003; Ziyu Zhou; Xiangrong Zhang; Licheng Jiao (IGARSS, 2023)

3D-Mglnet: Moving Vehicle Detection in Satellite Videos with 3D Motion-Guided Lightweight Network. - Xiaoyu Zhu; Jie Li 001; Jie Feng 003; Quanpeng Jiang; Xiangrong Zhang; Licheng Jiao (IGARSS, 2023)

SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images. - Yuqun Yang; Xu Tang; Xiangrong Zhang; Jingjing Ma 001; Licheng Jiao (CoRR, 2023)

DiffUCD: Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model. - Xiangrong Zhang; Shunli Tian; Guanchun Wang; Huiyu Zhou 001; Licheng Jiao (CoRR, 2023)

Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances. - Xiangrong Zhang; Tianyang Zhang 002; Guanchun Wang; Peng Zhu; Xu Tang; Xiuping Jia; Licheng Jiao (CoRR, 2023)

Unsupervised SAR Image Change Detection Based on Feature Fusion of Information Transfer. - Jingjing Ma 001; Desheng Li; Xu Tang; Yuqun Yang; Xiangrong Zhang; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2023)

A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images. - Zeyu Gao 001; Bangyang Hong; Yang Li 139; Xianli Zhang; Jialun Wu; Chunbao Wang 002; Xiangrong Zhang; Tieliang Gong; Yefeng Zheng 001; Deyu Meng; Chen Li 011 (Medical Image Anal., 2023)

Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. - Licheng Jiao; Zhongjian Huang; Xiaoqiang Lu; Xu Liu 006; Yuting Yang 008; Jiaxuan Zhao; Jinyue Zhang; Biao Hou; Shuyuan Yang 001; Fang Liu 001; Wenping Ma 001; Lingling Li 002; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. - Licheng Jiao; Zhongjian Huang; Xu Liu 006; Yuting Yang 008; Mengru Ma; Jiaxuan Zhao; Chao You; Biao Hou; Shuyuan Yang 001; Fang Liu 001; Wenping Ma 001; Lingling Li 002; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey. - Licheng Jiao; Xin Zhang 008; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Wenping Ma 001; Lingling Li 002; Puhua Chen; Zhixi Feng; Yuwei Guo 001; Xu Tang; Biao Hou; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter. - Lei Tong; Zhihua Liu; Zheheng Jiang; Feixiang Zhou; Long Chen 019; Jialin Lyu; Xiangrong Zhang; Qianni Zhang; Abdul Hamid Sadka; Yinhai Wang; Ling Li 010; Huiyu Zhou 001 (IEEE Trans. Affect. Comput., 2023)

A Normalized Spatial-Spectral Supervoxel Segmentation Method for Multispectral Point Cloud Data. - Likun Chen; Yanfeng Gu; Xian Li 001; Xiangrong Zhang; Baisen Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Distilling Segmenters From CNNs and Transformers for Remote Sensing Images' Semantic Segmentation. - Zhe Dong; Guoming Gao; Tianzhu Liu; Yanfeng Gu; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

MR-Selection: A Meta-Reinforcement Learning Approach for Zero-Shot Hyperspectral Band Selection. - Jie Feng 003; Gaiqin Bai; Di Li; Xiangrong Zhang; Ronghua Shang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Multi-Complementary Generative Adversarial Networks With Contrastive Learning for Hyperspectral Image Classification. - Jie Feng 003; Zizhuo Gao; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Multisource Joint Representation Learning Fusion Classification for Remote Sensing Images. - Xueli Geng; Licheng Jiao; Lingling Li 002; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images. - Yuping Liang; Jie Feng 003; Xiangrong Zhang; Junpeng Zhang 002; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Multipretext-Task Prototypes Guided Dynamic Contrastive Learning Network for Few-Shot Remote Sensing Scene Classification. - Jingjing Ma 001; Weiquan Lin; Xu Tang; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Interacting-Enhancing Feature Transformer for Cross-Modal Remote-Sensing Image and Text Retrieval. - Xu Tang; Yijing Wang 004; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

WNet: W-Shaped Hierarchical Network for Remote-Sensing Image Change Detection. - Xu Tang; Tianxiang Zhang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

High-Quality Angle Prediction for Oriented Object Detection in Remote Sensing Images. - Guanchun Wang; Xiangrong Zhang; Peng Zhu; Xu Tang; Puhua Chen; Licheng Jiao; Huiyu Zhou 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Superpixel Consistency Saliency Map Generation for Weakly Supervised Semantic Segmentation of Remote Sensing Images. - Xiaopeng Zeng; Tengfei Wang 001; Zhe Dong; Xiangrong Zhang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2023)

MFGNet: Multibranch Feature Generation Networks for Few-Shot Remote Sensing Scene Classification. - Xiangrong Zhang; Xiyu Fan; Guanchun Wang; Puhua Chen; Xu Tang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

CAST: A Cascade Spectral-Aware Transformer for Hyperspectral Image Change Detection. - Xiangrong Zhang; Shunli Tian; Guanchun Wang; Xu Tang; Jie Feng 003; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Bidirectional Multiple Object Tracking Based on Trajectory Criteria in Satellite Videos. - Jinyue Zhang; Xiangrong Zhang; Zhongjian Huang; Xina Cheng; Jie Feng 003; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Spectral-Spatial Distribution Consistent Network Based on Meta-Learning for Cross-Domain Hyperspectral Image Classification. - Xiangrong Zhang; Qi Zhen; Zhenyu Li; Xiao Han 012; Puhua Chen; Xu Tang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Semantics and Contour Based Interactive Learning Network for Building Footprint Extraction. - Xiaoqian Zhu; Xiangrong Zhang; Tianyang Zhang 002; Xu Tang; Puhua Chen; Huiyu Zhou 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

SDANet: Semantic-Embedded Density Adaptive Network for Moving Vehicle Detection in Satellite Videos. - Jie Feng 003; Yuping Liang; Xiangrong Zhang; Junpeng Zhang 002; Licheng Jiao (IEEE Trans. Image Process., 2023)

SAGN: Semantic-Aware Graph Network for Remote Sensing Scene Classification. - Yuqun Yang; Xu Tang; Yiu-Ming Cheung; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Image Process., 2023)

Multi-Source Interactive Stair Attention for Remote Sensing Image Captioning. - Xiangrong Zhang; Yunpeng Li 010; Xin Wang 068; Feixiang Liu; Zhaoji Wu; Xina Cheng; Licheng Jiao (Remote. Sens., 2023)

A Collaborative Learning Tracking Network for Remote Sensing Videos. - Xiaotong Li; Licheng Jiao; Hao Zhu 009; Fang Liu 001; Shuyuan Yang 001; Xiangrong Zhang; Shuang Wang 001; Rong Qu (IEEE Trans. Cybern., 2023)

Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network. - Yao Yao; Yang Chen; Shuiping Gou; Shuzhe Chen; Xiangrong Zhang; Nuo Tong (Biomed. Signal Process. Control., 2023)

Dual-View Hyperspectral Anomaly Detection via Spatial Consistency and Spectral Unmixing. - Jingyan Zhang; Xiangrong Zhang; Licheng Jiao (Remote. Sens., 2023)

MTGL40-5: A Multi-Temporal Dataset for Remote Sensing Image Geo-Localization. - Jingjing Ma 001; Shiji Pei; Yuqun Yang; Xu Tang; Xiangrong Zhang (Remote. Sens., 2023)

Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference. - Xiaoxue Qian; Fang Liu 001; Licheng Jiao; Xiangrong Zhang; Xinyan Huang; Shuo Li 010; Puhua Chen; Xu Liu 006 (Pattern Recognit., 2023)

Noisy Remote Sensing Scene Classification via Progressive Learning Based on Multiscale Information Exploration. - Xu Tang; Ruiqi Du; Jingjing Ma 001; Xiangrong Zhang (Remote. Sens., 2023)

Detecting and Tracking of Multiple Mice Using Part Proposal Networks. - Zheheng Jiang; Zhihua Liu; Long Chen 019; Lei Tong; Xiangrong Zhang; Xiangyuan Lan; Danny Crookes; Ming-Hsuan Yang 001; Huiyu Zhou 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Heterogeneous Open-Set Cross-Domain Manifold Embedding Aligned for HSI-MSI Collaborative Classification. - Bin Guo 015; Xiangrong Zhang; Tianzhu Liu; Yanfeng Gu (IGARSS, 2024)

A Cross-Modal Semantic Mapping Enhancement Model for Remote Sensing Visual Question Answering. - Dabiao Huang; Xu Tang; Xiangrong Zhang; Fang Liu 034; Jingjing Ma 001; Cheng Zhu; Licheng Jiao (IGARSS, 2024)

Multi-Scale Sparse Transformer for Remote Sensing Scene Classification. - Wei Jiang; Xu Tang; Zhixi Feng; Yue Ma 008; Jingjing Ma 001; Xiangrong Zhang; Licheng Jiao (IGARSS, 2024)

An Automated Workflow for Pixel-Level BRDF Extraction Using UAV-Based Multispectral Images. - Zhenqiang Qin; Xian Li 001; Yanfeng Gu; Xiangrong Zhang (IGARSS, 2024)

Pseudo-Viewpoint Regularized 3D Gaussian Splatting For Remote Sensing Few-Shot Novel View Synthesis. - Yijing Wang 004; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Cheng Zhu; Fang Liu 001; Licheng Jiao (IGARSS, 2024)

Application of Landweber with Optimization for Small Footprint Waveform Lidar Decomposition. - Zhen Xiao; Yanfeng Gu; Xian Li 001; Xiangrong Zhang (IGARSS, 2024)

A Dual-Branch Network for End-to-End Point-Supervised Object Detection on Remote Sensing Images. - Haotian Yan; Jie Feng 003; Junpeng Zhang 002; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (IGARSS, 2024)

Time-Guided Network for Remote Sensing Change Detection. - Tingrui Zhang; Xu Tang; Xiangrong Zhang; Jingjing Ma 001; Fang Liu 001; Cheng Zhu; Licheng Jiao (IGARSS, 2024)

Center Mask Self-Attention Network for Hyperspectral Image Classification. - Yizhou Zou; Xu Tang; Yue Ma 008; Jingjing Ma 001; Cheng Zhu; Xiangrong Zhang; Licheng Jiao (IGARSS, 2024)

Advanced Deep Learning Models for 6G: Overview, Opportunities, and Challenges. - Licheng Jiao; Yilin Shao; Long Sun; Fang Liu 001; Shuyuan Yang 001; Wenping Ma 001; Lingling Li 002; Xu Liu 006; Biao Hou; Xiangrong Zhang; Ronghua Shang; Yangyang Li 001; et al. (IEEE Access, 2024)

S2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification. - Guanchun Wang; Xiangrong Zhang; Zelin Peng; Tianyang Zhang 002; Xiuping Jia; Licheng Jiao (CoRR, 2024)

Multi-task multi-objective evolutionary network for hyperspectral image classification and pansharpening. - Xiande Wu; Jie Feng 003; Ronghua Shang; Jinjian Wu; Xiangrong Zhang; Licheng Jiao; Paolo Gamba (Inf. Fusion, 2024)

Multi-agent deep reinforcement learning for hyperspectral band selection with hybrid teacher guide. - Jie Feng 003; Qiyang Gao; Ronghua Shang; Xianghai Cao; Gaiqin Bai; Xiangrong Zhang; Licheng Jiao (Knowl. Based Syst., 2024)

A Patch-Level Region-Aware Module with a Multi-Label Framework for Remote Sensing Image Captioning. - Yunpeng Li 010; Xiangrong Zhang; Tianyang Zhang 002; Guanchun Wang; Xinlin Wang; Shuo Li 010 (Remote. Sens., 2024)

Cross-Scene Classification of Remote Sensing Images Based on General-Specific Prototype Contrastive Learning. - Puhua Chen; Yu Qiu; Lei Guo; Xiangrong Zhang; Fang Liu 001; Licheng Jiao; Lingling Li 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Satellite Videos Object Tracking Based on Enhanced Correlation Filter With Motion Prediction Network. - Puhua Chen; Lu Wang; Lei Guo; Xu Liu 006; Xiangrong Zhang; Licheng Jiao; Fang Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

DSHNet: A Semantic Segmentation Model of Remote Sensing Images Based on Dual Stream Hybrid Network. - Yujia Fu; Xiangrong Zhang; Mingyang Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Open-Set Cross-Domain Hyperspectral Image Classification Based on Manifold Mapping Alignment. - Xiangrong Zhang; Baisen Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Class-Aligned and Class-Balancing Generative Domain Adaptation for Hyperspectral Image Classification. - Jie Feng 003; Ziyu Zhou; Ronghua Shang; Jinjian Wu; Tianshu Zhang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Few-Shot Multispectral-Hyperspectral Image Collaborative Classification With Feature Distribution Enhancement and Subdomain Alignment. - Bin Guo 015; Tianzhu Liu; Xiangrong Zhang; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Few-Shot Open-Set Collaborative Classification of Multispectral and Hyperspectral Images With Adaptive Joint Similarity Metric. - Bin Guo 015; Xiangrong Zhang; Tianzhu Liu; Yanfeng Gu (IEEE Trans. Geosci. Remote. Sens., 2024)

Change-Guided Similarity Pyramid Network for Semantic Change Detection. - Lei He 006; Mingheng Zhang; Yuxia Li; Jinglin Zhang; Shiyu Luo; Shuguang Li; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

Intertemporal Interaction and Symmetric Difference Learning for Remote Sensing Image Change Captioning. - Yunpeng Li 010; Xiangrong Zhang; Xina Cheng; Puhua Chen; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

EATDer: Edge-Assisted Adaptive Transformer Detector for Remote Sensing Change Detection. - Jingjing Ma 001; JunYi Duan; Xu Tang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatial Pooling Transformer Network and Noise-Tolerant Learning for Noisy Hyperspectral Image Classification. - Jingjing Ma 001; Yizhou Zou; Xu Tang; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Prior-Experience-Based Vision-Language Model for Remote Sensing Image-Text Retrieval. - Xu Tang; Dabiao Huang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Multiple Information Collaborative Fusion Network for Joint Classification of Hyperspectral and LiDAR Data. - Xu Tang; Yizhou Zou; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

A Multitask Framework for Hyperspectral Change Detection and Band Reweighting With Unbalanced Contrastive Learning. - Xiande Wu; Paolo Gamba; Jie Feng 003; Ronghua Shang; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

ECPS: Cross Pseudo Supervision Based on Ensemble Learning for Semi-Supervised Remote Sensing Change Detection. - Yuqun Yang; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Shiji Pei; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

FDLdet: A Change Detector Based on Forward Dictionary Learning for Remote Sensing Images. - Yuqun Yang; Xu Tang; Xiangrong Zhang; Jingjing Ma 001; Yiu-Ming Cheung; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Hierarchical Knowledge Graph for Multilabel Classification of Remote Sensing Images. - Xiangrong Zhang; Wenhao Hong; Zhenyu Li; Xina Cheng; Xu Tang; Huiyu Zhou 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

ESDINet: Efficient Shallow-Deep Interaction Network for Semantic Segmentation of High-Resolution Aerial Images. - Xiangrong Zhang; Zhenhang Weng; Peng Zhu; Xiao Han 012; Jin Zhu; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Multistage Enhancement Network for Tiny Object Detection in Remote Sensing Images. - Tianyang Zhang 002; Xiangrong Zhang; Xiaoqian Zhu; Guanchun Wang; Xiao Han 012; Xu Tang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

High-Resolution Remote Sensing Image Segmentation With Global-Guided Normalization and Local Affinity Distillation. - Peng Zhu; Xiangrong Zhang; Xiao Han 012; Puhua Chen; Xu Tang; Xina Cheng; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Bio-Inspired Multi-Scale Contourlet Attention Networks. - Mengkun Liu; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001; Xiangrong Zhang (IEEE Trans. Multim., 2024)

Learning consensus-aware semantic knowledge for remote sensing image captioning. - Yunpeng Li 010; Xiangrong Zhang; Xina Cheng; Xu Tang; Licheng Jiao (Pattern Recognit., 2024)

Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification. - Fang Liu 001; Xiaoxue Qian; Licheng Jiao; Xiangrong Zhang; Lingling Li 002; Yuanhao Cui (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Multi-Hyperspectral Image Collaborative Mapping Model Based on Adaptive Learning for Fine Classification. - Xiangrong Zhang; Zitong Liu; Xianhao Zhang; Tianzhu Liu (Remote. Sens., 2024)

AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning. - Ning Huyan; Xiangrong Zhang; Dou Quan; Jocelyn Chanussot; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification. - Yuqun Yang; Xu Tang; Xiangrong Zhang; Jingjing Ma 001; Fang Liu 034; Xiuping Jia; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Cross-Domain Classification Based on Frequency Component Adaptation for Remote Sensing Images. - Peng Zhu; Xiangrong Zhang; Xiao Han 012; Xina Cheng; Jing Gu; Puhua Chen; Licheng Jiao (Remote. Sens., 2024)

AI meets physics: a comprehensive survey. - Licheng Jiao; Xue Song; Chao You; Xu Liu 006; Lingling Li 002; Puhua Chen; Xu Tang; Zhixi Feng; Fang Liu 001; Yuwei Guo 001; Shuyuan Yang 001; Yangyang Li 001; et al. (Artif. Intell. Rev., 2024)

Efficient LWPooling: Rethinking the Wavelet Pooling for Scene Parsing. - Yuting Yang 008; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001; Xiangrong Zhang (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Patch Diversity Transformer for Domain Generalized Semantic Segmentation. - Pei He; Licheng Jiao; Ronghua Shang; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Xiangrong Zhang; Shuang Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Graph Association Motion-Aware Tracker for Tiny Object in Satellite Videos. - Zhongjian Huang; Licheng Jiao; Jinyue Zhang; Xu Liu 006; Fang Liu 001; Xiangrong Zhang; Lingling Li 002; Puhua Chen (IEEE Trans. Circuits Syst. Video Technol., 2024)

MIAF-Net: Multiscale interactive attention fusion network for hyperspectral image classification. - Jinliang An; Longlong Dai; Weidong Zhang 007; Xiangrong Zhang (Expert Syst. Appl., 2025)

Remote Sensing Video Tracking: Current Status, Challenges, and Future. - Fang Liu 001; Jiahao Wang 002; Licheng Jiao; Jie Zhang 091; Hao Wang 211; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001; Shuang Wang 001; Shuyuan Yang 001; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

SPGFormer: Structure Perception Graph Transformer With Laplacian Position Encoding for Hyperspectral Image Classification. - Jinliang An; Longlong Dai; Muzi Wang; Weidong Zhang 007; Xiangrong Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

Semantic-Assisted Feature Integration Network for Multilabel Remote Sensing Scene Classification. - Ruiqi Du; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

Multiscale Sparse Cross-Attention Network for Remote Sensing Scene Classification. - Jingjing Ma 001; Wei Jiang; Xu Tang; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

SpiralMamba: Spatial-Spectral Complementary Mamba With Spatial Spiral Scan for Hyperspectral Image Classification. - Xu Tang; Yuexi Yao; Jingjing Ma 001; Xiangrong Zhang; Yuqun Yang; Bo Wang 016; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

S2Mamba: A Spatial-Spectral State Space Model for Hyperspectral Image Classification. - Guanchun Wang; Xiangrong Zhang; Zelin Peng; Tianyang Zhang 002; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

Source-Free Cross-Domain Scene Classification of Remote Sensing Images via Statistics Matching and Noise Adaptation. - Peng Zhu; Xiangrong Zhang; Xiao Han 012; Jin Zhu; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

Beyond Single Pixel: Context Priors Guided Semi-Supervised Building Footprint Segmentation. - Xiaoqian Zhu; Xiangrong Zhang; Tianyang Zhang 002; Jing Gu; Jin Zhu; Xiao Han 012; Licheng Jiao; Lianchao Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

Temporal-Feedback Self-Training for Semi-Supervised Object Detection in Remote Sensing Images. - Xiaoqian Zhu; Xiangrong Zhang; Tianyang Zhang 002; Xu Tang; Puhua Chen; Huiyu Zhou 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition. - Xiangrong Zhang; Yifan Chen; Guanchun Wang; Yifang Zhang; Licheng Jiao (IEEE J. Sel. Top. Signal Process., 2025)

DeProPose: Deficiency-Proof 3D Human Pose Estimation via Adaptive Multi-View Fusion. - Jianbin Jiao; Xina Cheng; Kailun Yang 001; Xiangrong Zhang; Licheng Jiao (CoRR, 2025)

Rural Tourist Attractions Recommendation Model Based on Multi-Feature Fusion Graph Neural Networks. - Xiangrong Zhang; Xueying Wang (Int. J. Comput. Intell. Appl., 2025)

DiffMOD: Progressive Diffusion Point Denoising for Moving Object Detection in Remote Sensing. - Jinyue Zhang; Xiangrong Zhang; Zhongjian Huang; Tianyang Zhang 002; Yifei Jiang; Licheng Jiao (CoRR, 2025)

ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model. - Guanchun Wang; Xiangrong Zhang; Yifei Zhang; Zelin Peng; Tianyang Zhang 002; Xu Tang; Licheng Jiao (CoRR, 2025)

Negative Deterministic Information-Based Multiple Instance Learning for Weakly Supervised Object Detection and Segmentation. - Guanchun Wang; Xiangrong Zhang; Zelin Peng; Tianyang Zhang 002; Xu Tang; Huiyu Zhou 001; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2025)

OraL: An Observational Learning Paradigm for Unsupervised Hyperspectral Change Detection. - Guanchun Wang; Xiangrong Zhang; Zelin Peng; Shunli Tian; Tianyang Zhang 002; Xu Tang; Licheng Jiao (IEEE Trans. Circuits Syst. Video Technol., 2025)

Cross-Modal Remote Sensing Image-Text Retrieval via Context and Uncertainty-Aware Prompt. - Yijing Wang 004; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2025)

MLMamba: A Mamba-Based Efficient Network for Multi-Label Remote Sensing Scene Classification. - Ruiqi Du; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Circuits Syst. Video Technol., 2025)

Semantic-aware DropSplat: Adaptive Pruning of Redundant Gaussians for 3D Aerial-View Segmentation. - Xu Tang; Junan Jia; Yijing Wang 004; Jingjing Ma 001; Xiangrong Zhang (CoRR, 2025)

A Composite Recognition Method Based on Multimode Mutual Attention Fusion Network. - Xing Ding; Xiangrong Zhang; Chao Liang; Bo Liu; Lanjie Niu (Appl. Artif. Intell., 2025)

Softmatch distance: A novel distance for weakly-supervised trend change detection in bi-temporal images. - Yuqun Yang; Xu Tang; Xiangrong Zhang; Changzhe Jiao; Jingjing Ma 001; Licheng Jiao (Pattern Recognit., 2026)