A quantum particle swarm optimization. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IEEE Congress on Evolutionary Computation, 2004)

A novel quantum evolutionary algorithm and its application. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IEEE Congress on Evolutionary Computation, 2004)

UWB radar target identification based on linear RBFNN. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu (ESANN, 2005)

A neural network approach of ultra-wideband nearfield adaptive beamforming. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu (ESANN, 2005)

A ridgelet kernel regression model using genetic algorithm. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (ESANN, 2005)

A directional multi-resolution ridgelet network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IJCNN, 2005)

A ridgelet kernel approach for regression using particle swarm optimization algorithm. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IJCNN, 2005)

A beamforming method in UWB pulse array based on neural network. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu (ISCAS (4), 2005)

Identification of road signs using a new ridgelet network. - Shuyuan Yang 001; Min Wang 007 (ISCAS (4), 2005)

Ultra-wideband Nearfield Adaptive Beamforming Based on a RBF Neural Network. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu (ISNN (2), 2005)

A New Adaptive Ridgelet Neural Network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (ISNN (1), 2005)

Compression of Remote Sensing Images Based on Ridgelet and Neural Network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (ISNN (2), 2005)

A Novel Ridgelet Kernel Regression Method. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao; Qing Li 065 (ISNN (1), 2005)

MRA Kernel Matching Pursuit Machine. - Qing Li 065; Licheng Jiao; Shuyuan Yang 001 (PRICAI, 2006)

Beamforming of UWB pulse array and its implementation. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu (Digit. Signal Process., 2006)

Ridgelet kernel regression. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Neurocomputing, 2007)

Geometrical multi-resolution network based on ridgelet frame. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Signal Process., 2007)

Fusion of Multi-band SAR Images Based on Nonsubsampled Contourlet and PCNN. - Min Wang 007; Dongliang Peng 001; Shuyuan Yang 001 (ICNC (5), 2008)

SAR Image Compression Based on Bandelet Network. - Shuyuan Yang 001; Dongliang Peng 001; Min Wang 007 (ICNC (4), 2008)

A GA-based UWB pulse waveform design method. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu (Digit. Signal Process., 2008)

A RBFNN approach for DoA estimation of ultra wideband antenna array. - Min Wang 007; Shuyuan Yang 001; Shunjun Wu; Feng Luo (Neurocomputing, 2008)

Incremental constructive ridgelet neural network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Neurocomputing, 2008)

A linear ridgelet network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Neurocomputing, 2009)

Low bit rate SAR image coding based on adaptive multiscale Bandelets and cooperative decision. - Shuyuan Yang 001; Yanxiong Lu; Min Wang 007; Licheng Jiao (Signal Process., 2009)

Radar target recognition using contourlet packet transform and neural network approach. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Signal Process., 2009)

Fusion of multiparametric SAR images based on SW-nonsubsampled contourlet and PCNN. - Shuyuan Yang 001; Min Wang 007; Yanxiong Lu; Weidong Qi; Licheng Jiao (Signal Process., 2009)

Image fusion based on a new contourlet packet. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao; Ruixia Wu; Zhaoxia Wang (Inf. Fusion, 2010)

Quantum-inspired immune clone algorithm and multiscale Bandelet based image representation. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Pattern Recognit. Lett., 2010)

Evolutionary clustering based vector quantization and SPIHT coding for image compression. - Shuyuan Yang 001; Ruixia Wu; Min Wang 007; Licheng Jiao (Pattern Recognit. Lett., 2010)

Online Sequential Extreme Learning of Sparse Ridgelet Kernel Regressor for Nonlinear Time-Series Prediction. - Shuyuan Yang 001; DiJun Zuo; Min Wang 007; Licheng Jiao (IScIDE, 2011)

Approximation of functions with spatial inhomogeneity based on "true" ortho-ridgelet neural network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Appl. Soft Comput., 2011)

A Finite Element Mesh Aggregating Approach to Multiple-Source Reconstruction in Bioluminescence Tomography. - Jingjing Yu 001; Fang Liu 001; Licheng Jiao; Shuyuan Yang 001; Xiaowei He (Int. J. Biomed. Imaging, 2011)

Multitask dictionary learning and sparse representation based single-image super-resolution reconstruction. - Shuyuan Yang 001; Zhizhou Liu; Min Wang 007; Fenghua Sun; Licheng Jiao (Neurocomputing, 2011)

Extreme and incremental learning based single-hidden-layer regularization ridgelet network. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Neurocomputing, 2011)

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

Contourlet hidden Markov Tree and clarity-saliency driven PCNN based remote sensing images fusion. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Appl. Soft Comput., 2012)

Structural similarity regularized and sparse coding based super-resolution for medical images. - Shuyuan Yang 001; Yaxin Sun; Yiguang Chen; Licheng Jiao (Biomed. Signal Process. Control., 2012)

Evolution-enhanced multiscale overcomplete dictionaries learning for image denoising. - Shuyuan Yang 001; Min Wang 007; Meirong Wei; Licheng Jiao (Eng. Appl. Artif. Intell., 2012)

Fusion of multispectral and panchromatic images based on support value transform and adaptive principal component analysis. - Shuyuan Yang 001; Min Wang 007; Licheng Jiao (Inf. Fusion, 2012)

Pan-sharpening method via ARSIS concept under image super-resolution scheme. - Fan Liu; Licheng Jiao; Shuyuan Yang 001 (J. Electronic Imaging, 2012)

Compressive Sampling based Single-Image Super-resolution Reconstruction by dual-sparsity and Non-local Similarity Regularizer. - Shuyuan Yang 001; Min Wang 007; Yaxin Sun; Fenghua Sun; Licheng Jiao (Pattern Recognit. Lett., 2012)

Semi-supervised action recognition in video via Labeled Kernel Sparse Coding and sparse L1 graph. - Shuyuan Yang 001; Xiuxiu Wang; Lixia Yang; Yue Han; Licheng Jiao (Pattern Recognit. Lett., 2012)

Single-Image Super-Resolution Reconstruction via Learned Geometric Dictionaries and Clustered Sparse Coding. - Shuyuan Yang 001; Min Wang 007; Yiguang Chen; Yaxin Sun (IEEE Trans. Image Process., 2012)

Stable Direct Adaptive Neural Control of an Electrically Driven Dual-Axis Motion Platform Using Backstepping Technique. - Yasser Elkoteshy; Shuyuan Yang 001; Licheng Jiao (ICONS, 2013)

Superpixel-wise semi-supervised structural sparse coding classifier for image segmentation. - Shuyuan Yang 001; Yuan Lv; Yu Ren; Licheng Jiao (Eng. Appl. Artif. Intell., 2013)

Semi-supervised low-rank representation graph for pattern recognition. - Shuyuan Yang 001; Xiuxiu Wang; Min Wang 007; Yue Han; Licheng Jiao (IET Image Process., 2013)

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

High resolution range-reflectivity estimation of radar targets via compressive sampling and Memetic Algorithm. - Shuyuan Yang 001; Kai Cheng; Min Wang 007; Dongmei Xie; Licheng Jiao (Inf. Sci., 2013)

Dictionary learning and similarity regularization based image noise reduction. - Shuyuan Yang 001; Linfang Zhao; Min Wang 007; Yueyuan Zhang; Licheng Jiao (J. Vis. Commun. Image Represent., 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)

Image Noise Reduction via Geometric Multiscale Ridgelet Support Vector Transform and Dictionary Learning. - Shuyuan Yang 001; Min Wang 007; Linfang Zhao; Zhiyi Wang (IEEE Trans. Image Process., 2013)

Unsupervised classification of polarimetric SAR images integrating color features. - Hongying Liu 001; Shuang Wang 001; Biao Hou; Shuyuan Yang 001; Junfei Shi; Tao Xiong; Licheng Jiao (IGARSS, 2014)

Fast ship detection of synthetic aperture radar images via multi-view features and clustering. - Shigang Wang; Shuyuan Yang 001; Zhixi Feng; Licheng Jiao (IJCNN, 2014)

Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS algorithm. - Shuyuan Yang 001; Bin Li; Min Wang 007; Wenping Ma 002 (IJCNN, 2014)

Single image super-resolution via learned representative features and sparse manifold embedding. - Liao Zhang; Shuyuan Yang 001; Jiren Zhang; Licheng Jiao (IJCNN, 2014)

Improved Bandelet with heuristic evolutionary optimization for image compression. - Shuyuan Yang 001; Shigang Wang; Zhengkang Liu; Min Wang 007; Licheng Jiao (Eng. Appl. Artif. Intell., 2014)

Sparse Ridgelet Kernel Regressor and its online sequential extreme learning. - Shuyuan Yang 001; Lixia Yang; Zhixi Feng; Min Wang 007; Licheng Jiao (Neurocomputing, 2014)

Sparse least square support vector machine via coupled compressive pruning. - Lixia Yang; Shuyuan Yang 001; Rui Zhang 045; Honghong Jin (Neurocomputing, 2014)

Fusion of multispectral and panchromatic images via sparse representation and local autoregressive model. - Wenqing Wang 001; Licheng Jiao; Shuyuan Yang 001 (Inf. Fusion, 2014)

Unsupervised images segmentation via incremental dictionary learning based sparse representation. - Shuyuan Yang 001; Yuan Lv; Yu Ren; Lixia Yang; Licheng Jiao (Inf. Sci., 2014)

Semi-supervised classification via kernel low-rank representation graph. - Shuyuan Yang 001; Zhixi Feng; Yu Ren; Hongying Liu 001; Licheng Jiao (Knowl. Based Syst., 2014)

Data-Driven Compressive Sampling and Learning Sparse Coding for Hyperspectral Image Classification. - Shuyuan Yang 001; Honghong Jin; Min Wang 007; Yu Ren; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2014)

Compressive Sensing-Inspired Dual-Sparse SLFNN for Hyperspectral Imagery Classification. - Shuyuan Yang 001; Honghong Jin; Lixia Yang; Wenhui Xu; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2014)

Hyperspectral Image Classification Based on Relaxed Clustering Assumption and Spatial Laplace Regularizer. - Shuyuan Yang 001; Yu Qiao; Lixia Yang; Penglei Jin; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2014)

Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine. - Lixia Yang; Shuyuan Yang 001; Penglei Jin; Rui Zhang 045 (IEEE Geosci. Remote. Sens. 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)

Remote Sensing Image Super-Resolution Reconstruction Based on Nonlocal Pairwise Dictionaries and Double Regularization. - Shuiping Gou; Shuzhen Liu; Shuyuan Yang 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Semisupervised Dual-Geometric Subspace Projection for Dimensionality Reduction of Hyperspectral Image Data. - Shuyuan Yang 001; Penglei Jin; Bin Li; Lixia Yang; Wenhui Xu; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2014)

Dual-Geometric Neighbor Embedding for Image Super Resolution With Sparse Tensor. - Shuyuan Yang 001; Zhiyi Wang; Liao Zhang; Min Wang 007 (IEEE Trans. Image Process., 2014)

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data. - Hongying Liu 001; Yikai Wang; Dexiang Zhu; Shuyuan Yang 001; Shuang Wang 001; Biao Hou; Licheng Jiao (IGARSS, 2015)

Sparse Double-Geometric Nonlocal Mean image recovery via steerable kernel. - Kai Zhang 010; Hong Li 005; Shuyuan Yang 001; Min Wang 007; Zhengkang Liu; Rong Qu; Licheng Jiao (Appl. Soft Comput., 2015)

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification. - Fang Liu 001; Junfei Shi; Licheng Jiao; Hongying Liu 001; Shuyuan Yang 001; Jie Wu 016; Hongxia Hao; Jialing Yuan (CoRR, 2015)

Distributed compressed sensing-based pan-sharpening with hybrid dictionary. - Wenqing Wang 001; Licheng Jiao; Shuyuan Yang 001; Kaixuan Rong (Neurocomputing, 2015)

Saliency generation from complex scene via digraph and Bayesian inference. - Shigang Wang; Shuyuan Yang 001; Zhengkang Liu; Licheng Jiao (Neurocomputing, 2015)

Joint sparse regularization based Sparse Semi-Supervised Extreme Learning Machine (S3ELM) for classification. - Xiao-Zhuo Luo; Fang Liu 001; Shuyuan Yang 001; Xiaodong Wang 011; Zhiguo Zhou (Knowl. Based Syst., 2015)

Learning compressive sampling via multiscale and steerable support value transform. - Shuyuan Yang 001; Min Wang 007; Li Jin; Shigang Wang; Fang Liu 001; Licheng Jiao (Knowl. Based Syst., 2015)

Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification. - Lixia Yang; Shuyuan Yang 001; Sujing Li; Rui Zhang 045; Fang Liu 001; Licheng Jiao (Knowl. Based Syst., 2015)

Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data. - Zhixi Feng; Shuyuan Yang 001; Shigang Wang; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2015)

Novel Adaptive Component-Substitution-Based Pan-Sharpening Using Particle Swarm Optimization. - Wenqing Wang 001; Licheng Jiao; Shuyuan Yang 001 (IEEE Geosci. Remote. Sens. Lett., 2015)

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation. - Jianing Wang 003; Licheng Jiao; Hongying Liu 001; Shuyuan Yang 001; Fang Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Geometric Nonnegative Matrix Factorization (GNMF) for Hyperspectral Unmixing. - Shuyuan Yang 001; Xiantong Zhang; Yigang Yao; Shiqian Cheng; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Nonconvex Compressed Sensing by Nature-Inspired Optimization Algorithms. - Fang Liu 001; Leping Lin; Licheng Jiao; Lingling Li 002; Shuyuan Yang 001; Biao Hou; Hongmei Ma; Li Yang; Jinghuan Xu (IEEE Trans. Cybern., 2015)

Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing. - Shuyuan Yang 001; Min Wang 007; Peng Li; Li Jin; Bin Wu; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2015)

Sparsity-Inspired Nonparametric Probability Characterization for Radio Propagation in Body Area Networks. - Xiaodong Yang 004; Shuyuan Yang 001; Qammer Hussain Abbasi; Zhiya Zhang; Aifeng Ren; Wei Zhao 026; Akram Alomainy (IEEE J. Biomed. Health Informatics, 2015)

Terrain classification with Polarimetric SAR based on Deep Sparse Filtering Network. - Hongying Liu 001; Qiang Min; Chen Sun; Jin Zhao 002; Shuyuan Yang 001; Biao Hou; Jie Feng 003; Licheng Jiao (IGARSS, 2016)

Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data. - Hongying Liu 001; Xing Xing; Shigang Wang; Zhixi Feng; Erlei Zhang; Shuyuan Yang 001; Biao Hou; Licheng Jiao (IGARSS, 2016)

Incremental Semi-Supervised classification of data streams via self-representative selection. - Zhixi Feng; Min Wang 007; Shuyuan Yang 001; Licheng Jiao (Appl. Soft Comput., 2016)

Local graph regularized sparse reconstruction for salient object detection. - Lina Huo; Shuyuan Yang 001; Licheng Jiao; Shigang Wang; Shuang Wang 001 (Neurocomputing, 2016)

New classifier based on compressed dictionary and LS-SVM. - Chen Sun; Licheng Jiao; Hongying Liu 001; Shuyuan Yang 001 (Neurocomputing, 2016)

SAR image target recognition via Complementary Spatial Pyramid Coding. - Shaona Wang; Licheng Jiao; Shuyuan Yang 001; Hongying Liu 001 (Neurocomputing, 2016)

Hierarchical Representation Learning based spatio-temporal data redundancy reduction. - Min Wang 007; Shuyuan Yang 001; Bin Wu (Neurocomputing, 2016)

Robust compressive features based power quality events classification with Analog-Digital Mixing Network (ADMN). - Min Wang 007; Hongjing Zhou; Shuyuan Yang 001; Li Jin; Licheng Jiao (Neurocomputing, 2016)

Sparse Robust Filters for scene classification of Synthetic Aperture Radar (SAR) images. - Shuyuan Yang 001; Min Wang 007; Hezhao Long; Zhi Liu 010 (Neurocomputing, 2016)

Curvelet Support Value Filters (CSVFs) for image super-resolution. - Shuyuan Yang 001; Jiren Zhang; Shun Cui; Min Wang 007; Licheng Jiao (Neurocomputing, 2016)

Object-level saliency detection with color attributes. - Lina Huo; Licheng Jiao; Shuang Wang 001; Shuyuan Yang 001 (Pattern Recognit., 2016)

Hierarchical semantic model and scattering mechanism based PolSAR image classification. - Fang Liu 001; Junfei Shi; Licheng Jiao; Hongying Liu 001; Shuyuan Yang 001; Jie Wu 016; Hongxia Hao; Jialing Yuan (Pattern Recognit., 2016)

Global discriminative-based nonnegative spectral clustering. - Ronghua Shang; Zhu Zhang; Licheng Jiao; Wenbing Wang; Shuyuan Yang 001 (Pattern Recognit., 2016)

Classification and saliency detection by semi-supervised low-rank representation. - Miaoyun Zhao; Licheng Jiao; Wenping Ma 001; Hongying Liu 001; Shuyuan Yang 001 (Pattern Recognit., 2016)

Hierarchical Sparse Learning with Spectral-Spatial Information for Hyperspectral Imagery Denoising. - Shuai Liu; Licheng Jiao; Shuyuan Yang 001 (Sensors, 2016)

A group matching pursuit for image reconstruction. - Wan Li; Fang Liu 001; Licheng Jiao; Hongxia Hao; Shuyuan Yang 001 (Signal Process. Image Commun., 2016)

Spectral-Spatial KerSparseBands Selector. - Min Wang 007; Zhixi Feng; Shuyuan Yang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Fusion of Panchromatic and Multispectral Images via Coupled Sparse Non-Negative Matrix Factorization. - Kai Zhang 010; Min Wang 007; Shuyuan Yang 001; Yinghui Xing; Rong Qu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Multi-kernel Joint Sparse Graph for SAR Image Segmentation. - Jing Gu; Licheng Jiao; Shuyuan Yang 001; Fang Liu 001; Biao Hou; Zhiqiang Zhao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Refined Pan-Sharpening With NSCT and Hierarchical Sparse Autoencoder. - Hong Li 005; Fang Liu 001; Shuyuan Yang 001; Kai Zhang 010; Xiaomeng Su; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph. - Hongying Liu 001; Yikai Wang; Shuyuan Yang 001; Shuang Wang 001; Jie Feng 003; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification. - Hongying Liu 001; Dexiang Zhu; Shuyuan Yang 001; Biao Hou; Shuiping Gou; Tao Xiong; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

SAR Images Change Detection Based on Spatial Coding and Nonlocal Similarity Pooling. - Shaona Wang; Licheng Jiao; Shuyuan Yang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Fuzzy Signature-Based Discriminative Subspace Projection for Hyperspectral Data Classification. - Shuyuan Yang 001; Hongjing Zhou; Min Wang 007; Zhixi Feng; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. 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)

POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information. - Fang Liu 034; Licheng Jiao; Biao Hou; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Incremental laplacian regularization extreme learning machine for online learning. - Lixia Yang; Shuyuan Yang 001; Sujing Li; Zhi Liu 010; Licheng Jiao (Appl. Soft Comput., 2017)

Hierarchical Sparse Bayesian Learning with Beta Process Priors for Hyperspectral Imagery Restoration. - Shuai Liu; Licheng Jiao; Shuyuan Yang 001; Hongying Liu 001 (IEICE Trans. Inf. Syst., 2017)

Sparse learning based fuzzy c-means clustering. - Jing Gu; Licheng Jiao; Shuyuan Yang 001; Jiaqi Zhao 001 (Knowl. Based Syst., 2017)

Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph. - Hongying Liu 001; Shuyuan Yang 001; Shuiping Gou; Puhua Chen; Yikai Wang; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2017)

Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification. - Zhixi Feng; Min Wang 007; Shuyuan Yang 001; Zhi Liu 010; Linzan Liu; Bin Wu; Hong Li 005 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning. - Hongying Liu 001; Shuyuan Yang 001; Shuiping Gou; Dexiang Zhu; Rongfang Wang; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Sparse Spatio-Spectral LapSVM With Semisupervised Kernel Propagation for Hyperspectral Image Classification. - Lixia Yang; Min Wang 007; Shuyuan Yang 001; Rui Zhang 045; Pingting Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization. - Licheng Jiao; Sibo Zhang; Lingling Li 002; Shuyuan Yang 001; Fang Liu 001; Hongxia Hao; Hang Dong (IEEE Trans. Evol. Comput., 2017)

Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification. - Licheng Jiao; Miaomiao Liang; Huan Chen 006; Shuyuan Yang 001; Hongying Liu 001; Xianghai Cao (IEEE Trans. Geosci. Remote. Sens., 2017)

New Hierarchical Saliency Filtering for Fast Ship Detection in High-Resolution SAR Images. - Shigang Wang; Min Wang 007; Shuyuan Yang 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2017)

Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization. - Kai Zhang 010; Min Wang 007; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification. - Wei Zhao 014; Licheng Jiao; Wenping Ma 001; Jiaqi Zhao 001; Jin Zhao 002; Hongying Liu 001; Xianghai Cao; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data. - Hongying Liu 001; Shuyuan Yang 001; Shuiping Gou; Shuai Liu; Licheng Jiao (Appl. Soft Comput., 2018)

Modified Diversity of Class Probability Estimation Co-training for Hyperspectral Image Classification. - Yan Ju; Lingling Li 002; Licheng Jiao; Zhongle Ren; Biao Hou; Shuyuan Yang 001 (CoRR, 2018)

Dual-graph regularized non-negative matrix factorization with sparse and orthogonal constraints. - Yang Meng; Ronghua Shang; Licheng Jiao; Wenya Zhang; Shuyuan Yang 001 (Eng. Appl. Artif. Intell., 2018)

Robust Automated VHF Modulation Recognition Based on Deep Convolutional Neural Networks. - Rundong Li; Lizhong Li; Shuyuan Yang 001; Shaoqian Li (IEEE Commun. Lett., 2018)

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering. - Yang Meng; Ronghua Shang; Licheng Jiao; Wenya Zhang; Yijing Yuan; Shuyuan Yang 001 (Neurocomputing, 2018)

Semi-Supervised Tensorial Locally Linear Embedding for Feature Extraction Using PolSAR Data. - Hongying Liu 001; Zhi Wang; Fanhua Shang; Shuyuan Yang 001; Shuiping Gou; Licheng Jiao (IEEE J. Sel. Top. Signal Process., 2018)

Sparse tensor neighbor embedding based pan-sharpening via N-way block pursuit. - Min Wang 007; Kai Zhang 010; Xi Pan; Shuyuan Yang 001 (Knowl. Based Syst., 2018)

Random subspace based ensemble sparse representation. - Jing Gu; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Rongfang Wang; Puhua Chen; Yuanhao Cui; Junhu Xie; Yake Zhang (Pattern Recognit., 2018)

Group Low-Rank Nonnegative Matrix Factorization With Semantic Regularizer for Hyperspectral Unmixing. - Min Wang 007; Bowen Zhang; Xi Pan; Shuyuan Yang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Spatial-Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion. - Kai Zhang 010; Min Wang 007; Shuyuan Yang 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification. - Miaomiao Liang; Licheng Jiao; Shuyuan Yang 001; Fang Liu 001; Biao Hou; Huan Chen 006 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Salient Region Detection via Discriminative Dictionary Learning and Joint Bayesian Inference. - Shigang Wang; Min Wang 007; Shuyuan Yang 001; Kai Zhang 010 (IEEE Trans. Circuits Syst. Video Technol., 2018)

The Overcomplete Dictionary-Based Directional Estimation Model and Nonconvex Reconstruction Methods. - Leping Lin; Fang Liu 001; Licheng Jiao; Shuyuan Yang 001; Hongxia Hao (IEEE Trans. Cybern., 2018)

Fuzzy Double C-Means Clustering Based on Sparse Self-Representation. - Jing Gu; Licheng Jiao; Shuyuan Yang 001; Fang Liu 001 (IEEE Trans. Fuzzy Syst., 2018)

Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery. - Xu Liu 006; Licheng Jiao; Jiaqi Zhao 001; Jin Zhao 002; Dan Zhang; Fang Liu 001; Shuyuan Yang 001; Xu Tang (IEEE Trans. Geosci. Remote. Sens., 2018)

Pansharpening With Multiscale Geometric Support Tensor Machine. - Yinghui Xing; Min Wang 007; Shuyuan Yang 001; Kai Zhang 010 (IEEE Trans. Geosci. Remote. Sens., 2018)

Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification. - Lixia Yang; Min Wang 007; Shuyuan Yang 001; Hui Zhao; Licheng Jiao; Xiangchu Feng (IEEE Trans. Geosci. Remote. Sens., 2018)

Mutual Learning Between Saliency and Similarity: Image Cosegmentation via Tree Structured Sparsity and Tree Graph Matching. - Yan Ren 002; Licheng Jiao; Shuyuan Yang 001; Shuang Wang 001 (IEEE Trans. Image Process., 2018)

Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification. - Shuyuan Yang 001; Min Wang 007; Zhixi Feng; Zhi Liu 010; Rundong Li (IEEE Trans. Neural Networks Learn. Syst., 2018)

Learning Low-Rank Decomposition for Pan-Sharpening With Spatial-Spectral Offsets. - Shuyuan Yang 001; Kai Zhang 010; Min Wang 007 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Multi-view Cooperative Deep Convolutional Network for Facial Recognition with Small Samples Learning. - Amani Alfakih; Shuyuan Yang 001; Tao Hu (DCAI, 2019)

Deep Gated Recurrent Unit Convolution Network for Radio Signal Recognition. - Rundong Li; Jianhao Hu; Shuyuan Yang 001 (ICCT, 2019)

Pansharpening With Joint Local Low Rank Decomposition and Hierarchical Geometric Filtering. - Yuteng Gao; Chengtian Song; Chen Yang 020; Min Wang 007; Shuyuan Yang 001 (IEEE Access, 2019)

A Survey of Deep Learning-Based Object Detection. - Licheng Jiao; Fan Zhang 041; Fang Liu 001; Shuyuan Yang 001; Lingling Li 002; Zhixi Feng; Rong Qu (IEEE Access, 2019)

Polarimetric SAR Data Classification via Reinforcement Learning. - Min Wang 007; Zhiyi Wang; Chen Yang 020; Shuyuan Yang 001; Yuteng Gao (IEEE Access, 2019)

Fast DDL Classification for SAR Images With l1, ∞ Constraint. - Ye Wei; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Qian Wu; Gustaph Sanga (IEEE Access, 2019)

Learning a Deep Representative Saliency Map With Sparse Tensors. - Shuyuan Yang 001; Quanwei Gao; Shigang Wang (IEEE Access, 2019)

Extreme Self-Paced Learning Machine for On-Orbit SAR Images Change Detection. - Shuyuan Yang 001; Zhi Liu 010; Quanwei Gao; Yuteng Gao; Zhixi Feng (IEEE Access, 2019)

Multi-Scale Image Block-Level F-CNN for Remote Sensing Images Object Detection. - Wei Zhao 014; Wenping Ma 001; Licheng Jiao; Puhua Chen; Shuyuan Yang 001; Biao Hou (IEEE Access, 2019)

Fast unsupervised deep fusion network for change detection of multitemporal SAR images. - Huan Chen 006; Licheng Jiao; Miaomiao Liang; Fang Liu 001; Shuyuan Yang 001; Biao Hou (Neurocomputing, 2019)

Fast Semisupervised Classification Using Histogram-Based Density Estimation for Large-Scale Polarimetric SAR Data. - Hongying Liu 001; Feixiang Wang; Shuyuan Yang 001; Biao Hou; Licheng Jiao; Ri Yang (IEEE Geosci. Remote. Sens. Lett., 2019)

Semi-Coupled Convolutional Sparse Learning for Image Super-Resolution. - Lingling Li 002; Sibo Zhang; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Tang (Remote. Sens., 2019)

Fusion of Multispectral and Panchromatic Images via Spatial Weighted Neighbor Embedding. - Kai Zhang 010; Feng Zhang 028; Shuyuan Yang 001 (Remote. Sens., 2019)

Video reconstruction based on Intrinsic Tensor Sparsity model. - Wan Li; Fang Liu 001; Licheng Jiao; Fei Hu; Shuyuan Yang 001 (Signal Process. Image Commun., 2019)

Color Correction and Depth-Based Hierarchical Hole Filling in Free Viewpoint Generation. - Yiguo Qiao; Licheng Jiao; Shuyuan Yang 001; Biao Hou; Jie Feng 003 (IEEE Trans. Broadcast., 2019)

A Pareto-Based Sparse Subspace Learning Framework. - Juanjuan Luo; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Wenping Ma 001 (IEEE Trans. Cybern., 2019)

Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images. - Kai Zhang 010; Min Wang 007; Shuyuan Yang 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2019)

Collaborative Compressive Radar Imaging With Saliency Priors. - Min Wang 007; Shuyuan Yang 001; Zhi Liu 010; Zhi Li (IEEE Trans. Geosci. Remote. Sens., 2019)

Transferred Deep Learning-Based Change Detection in Remote Sensing Images. - Meijuan Yang; Licheng Jiao; Fang Liu 001; Biao Hou; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

A Novel Segmentation Based Depth Map Up-Sampling. - Yiguo Qiao; Licheng Jiao; Shuyuan Yang 001; Biao Hou (IEEE Trans. Multim., 2019)

Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images. - Fang Liu 034; Licheng Jiao; Xu Tang; Shuyuan Yang 001; Wenping Ma 001; Biao Hou (IEEE Trans. Neural Networks Learn. Syst., 2019)

Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification. - Shuyuan Yang 001; Zhixi Feng; Min Wang 007; Kai Zhang 010 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Regularized Sparse Band Selection via Learned Pairwise Agreement. - Zhixi Feng; Shuyuan Yang 001; Xiaolong Wei; Quanwei Gao; Licheng Jiao (IEEE Access, 2020)

Separable Attention Capsule Network for Signal Classification. - Shaoqing Liu; Huiling Liu; Chen Yang 020; Shuyuan Yang 001; Min Wang 007 (IEEE Access, 2020)

Cross Model Deep Learning Scheme for Automatic Modulation Classification. - Hongbin Ma; Guangying Xu; Huixiao Meng; Min Wang 007; Shuyuan Yang 001; Ruowu Wu; Wei Wang (IEEE Access, 2020)

Deep Hash Assisted Network for Object Detection in Remote Sensing Images. - Min Wang 007; Zepei Sun; Guangying Xu; Hongbin Ma; Shuyuan Yang 001; Wei Wang (IEEE Access, 2020)

Hyperspectral Image Super-Resolution Based on Tensor Spatial-Spectral Joint Correlation Regularization. - Yinghui Xing; Shuyuan Yang 001; Licheng Jiao (IEEE Access, 2020)

Face Hallucination From New Perspective of Non-Linear Learning Compressed Sensing. - Shuyuan Yang 001; Xiaoyang Hao; Zhi Liu 010; Chen Yang 020; Min Wang 007 (IEEE Access, 2020)

Sparse Tensor Auto-Encoder for Saliency Detection. - Shuyuan Yang 001; Junxiao Wang (IEEE Access, 2020)

One-Dimensional Deep Attention Convolution Network (ODACN) for Signals Classification. - Shuyuan Yang 001; Chen Yang 020; Dongzhu Feng; Xiaoyang Hao; Min Wang 007 (IEEE Access, 2020)

Hyperspectral Image Classification via Slice Sparse Coding Tensor Based Classifier With Compressive Dimensionality Reduction. - Lixia Yang; Rui Zhang 045; Shuyuan Yang 001; Licheng Jiao (IEEE Access, 2020)

A Dual-Branch Attention fusion deep network for multiresolution remote-Sensing image classification. - Hao Zhu 009; Wenping Ma 001; Lingling Li 002; Licheng Jiao; Shuyuan Yang 001; Biao Hou (Inf. Fusion, 2020)

Co-learning saliency detection with coupled channels and low-rank factorization. - Yuteng Gao; Shuyuan Yang 001 (Signal Image Video Process., 2020)

Deep geometric convolutional network for automatic modulation classification. - Rundong Li; Chengtian Song; Yuxuan Song; Xiaojun Hao; Shuyuan Yang 001; Xiyu Song 003 (Signal Image Video Process., 2020)

Discriminative Sketch Topic Model With Structural Constraint for SAR Image Classification. - Yake Zhang; Fang Liu 001; Licheng Jiao; Shuyuan Yang 001; Lingling Li 002; Meijuan Yang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Online Active Extreme Learning Machine With Discrepancy Sampling for PolSAR Classification. - Lingling Li 002; Jie Zeng; Licheng Jiao; Pujiang Liang; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification. - Hongying Liu 001; Fanhua Shang; Shuyuan Yang 001; Maoguo Gong; Tianwen Zhu; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2020)

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation. - Yang Meng; Ronghua Shang; Fanhua Shang; Licheng Jiao; Shuyuan Yang 001; Rustam Stolkin (IEEE Trans. Neural Networks Learn. Syst., 2020)

Brain Image Fusion Approach based on Side Window Filtering. - Ahmad Al Smadi; Ahed Abugabah; Atif Mehmood; Shuyuan Yang 001 (EUSPN/ICTH, 2021)

Deep Ensemble Siamese Network For Incremental Signal Classification. - Chen Yang 020; Shuyuan Yang 001 (ICASSP, 2021)

Sparse Flow Adversarial Model For Robust Image Compression. - Shihui Zhao; Shuyuan Yang 001; Zhi Liu 010; Zhixi Feng; Xu Liu 006 (ICASSP, 2021)

Semi-Supervised Object Detection Framework with Object First Mixup for Remote Sensing Images. - Ziyu Zhang; Zhixi Feng; Shuyuan Yang 001 (IGARSS, 2021)

Faking Signals to Fool Deep Neural Networks in AMC via Few Data Points. - Hongbin Ma; Shuyuan Yang 001; Guangjun He; Ruowu Wu; Xiaojun Hao; Tingpeng Li; Zhixi Feng (IEEE Access, 2021)

Progressive neighbors pursuit for radar images classification. - Shuyuan Yang 001; Guangying Xu; Huixiao Meng; Min Wang 007 (Appl. Soft Comput., 2021)

Graph Convolutional Neural Networks with Geometric and Discrimination information. - Ronghua Shang; Yang Meng; Weitong Zhang; Fanhua Shang; Licheng Jiao; Shuyuan Yang 001 (Eng. Appl. Artif. Intell., 2021)

Pansharpening based on convolutional autoencoder and multi-scale guided filter. - Ahmad Al Smadi; Shuyuan Yang 001; Kai Zhang 010; Atif Mehmood; Min Wang 007; Ala Alsanabani (EURASIP J. Image Video Process., 2021)

Smart pansharpening approach using kernel-based image filtering. - Ahmad Al Smadi; Shuyuan Yang 001; Atif Mehmood; Ahed Abugabah; Min Wang 007; Muzaffar Bashir (IET Image Process., 2021)

Progressive Mimic Learning: A new perspective to train lightweight CNN models. - Hongbin Ma; Shuyuan Yang 001; Dongzhu Feng; Licheng Jiao; Luping Zhang (Neurocomputing, 2021)

Sparse flow adversarial model for robust image compression. - Shihui Zhao; Shuyuan Yang 001; Zhi Liu 010; Zhixi Feng; Kai Zhang 010 (Knowl. Based Syst., 2021)

Fast SAR Autofocus Based on Ensemble Convolutional Extreme Learning Machine. - Zhi Liu 010; Shuyuan Yang 001; Zhixi Feng; Quanwei Gao; Min Wang 007 (Remote. Sens., 2021)

Deep Fuzzy Graph Convolutional Networks for PolSAR Imagery Pixelwise Classification. - Hongying Liu 001; Tianwen Zhu; Fanhua Shang; Yuanyuan Liu 001; Derui Lv; Shuyuan Yang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Learning Dual Geometric Low-Rank Structure for Semisupervised Hyperspectral Image Classification. - Zhixi Feng; Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IEEE Trans. Cybern., 2021)

New Contour Cue-Based Hybrid Sparse Learning for Salient Object Detection. - Shigang Wang; Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IEEE Trans. Cybern., 2021)

NAS-Guided Lightweight Multiscale Attention Fusion Network for Hyperspectral Image Classification. - Jianing Wang 003; Runhu Huang; Siying Guo; Linhao Li; Minghao Zhu; Shuyuan Yang 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

Selective Adversarial Adaptation-Based Cross-Scene Change Detection Framework in Remote Sensing Images. - Meijuan Yang; Licheng Jiao; Biao Hou; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Residual Spectral-Spatial Attention Network for Hyperspectral Image Classification. - Minghao Zhu; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Jianing Wang 003 (IEEE Trans. Geosci. Remote. Sens., 2021)

C-CNN: Contourlet Convolutional Neural Networks. - Mengkun Liu; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Real-Time Contactless Breathing Monitoring System Using Radar with Web Server. - Alcides Bernardo Tello; Shuyuan Yang 001; Yonel Chocano Figueroa; Anderson Daniel Torres Bernardo (BECB, 2022)

Multi-scale Spatial Aggregation Network for Remote Sensing Image Segmentation. - Xinkai Sun; Jing Gu; Jie Feng 003; Shuyuan Yang 001; Licheng Jiao (ICIS, 2022)

A Pansharpening Based on the Non-Subsampled Contourlet Transform and Convolutional Autoencoder: Application to QuickBird Imagery. - Ahmad Al Smadi; Shuyuan Yang 001; Ahed Abugabah; Ahmad Ali AlZubi; Louis Sanzogni (IEEE Access, 2022)

Transformers Meet Visual Learning Understanding: A Comprehensive Review. - Yuting Yang 008; Licheng Jiao; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Zhixi Feng; Xu Tang (CoRR, 2022)

PC-GANs: Progressive Compensation Generative Adversarial Networks for Pan-sharpening. - Yinghui Xing; Shuyuan Yang 001; Song Wang 002; Yan Zhang 127; Yanning Zhang 001 (CoRR, 2022)

Entire Deformable ConvNets for semantic segmentation. - Bingqi Yu; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001; Xu Tang (Knowl. Based Syst., 2022)

Hyperspectral and Multispectral Image Fusion via Variational Tensor Subspace Decomposition. - Yinghui Xing; Yan Zhang 127; Shuyuan Yang 001; Yanning Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Multi-Path Interactive Network for Aircraft Identification with Optical and SAR Images. - Quanwei Gao; Zhixi Feng; Shuyuan Yang 001; Zhihao Chang; Ruyu Wang (Remote. Sens., 2022)

Self-Supervised Assisted Semi-Supervised Residual Network for Hyperspectral Image Classification. - Liangliang Song; Zhixi Feng; Shuyuan Yang 001; Xinyu Zhang 025; Licheng Jiao (Remote. Sens., 2022)

The Clutter Simulation of a Known Terrain by the 3D Parabolic Equation and RCS Computation. - Zhiyi Wang; Jieru Ding; Min Wang 007; Shuyuan Yang 001 (Sensors, 2022)

Knowledge distillation-based performance transferring for LSTM-RNN model acceleration. - Hongbin Ma; Shuyuan Yang 001; Ruowu Wu; Xiaojun Hao; Huimin Long; Guangjun He (Signal Image Video Process., 2022)

The New Generation Brain-Inspired Sparse Learning: A Comprehensive Survey. - Licheng Jiao; Yuting Yang 008; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Artif. Intell., 2022)

Deep Multiview Union Learning Network for Multisource Image Classification. - Xu Liu 006; Licheng Jiao; Lingling Li 002; Lin Cheng; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Cybern., 2022)

GAFnet: Group Attention Fusion Network for PAN and MS Image High-Resolution Classification. - Xu Liu 006; Lingling Li 002; Fang Liu 001; Biao Hou; Shuyuan Yang 001; Licheng Jiao (IEEE Trans. Cybern., 2022)

Automatic Graph Learning Convolutional Networks for Hyperspectral Image Classification. - Jie Chen; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Polarimetric Multipath Convolutional Neural Network for PolSAR Image Classification. - Yuanhao Cui; Fang Liu 001; Licheng Jiao; Yuwei Guo 001; Xuefeng Liang; Lingling Li 002; Shuyuan Yang 001; Xiaoxue Qian (IEEE Trans. Geosci. Remote. Sens., 2022)

Deep Shearlet Network for Change Detection in SAR Images. - Huihui Dong; Licheng Jiao; Wenping Ma 001; Fang Liu 001; Xu Liu 006; Lingling Li 002; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning. - Zhi Liu 010; Shuyuan Yang 001; Quanwei Gao; Zhixi Feng; Min Wang 007; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation. - Xiaoqiang Lu; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Liu 006; Zhixi Feng; Lingling Li 002; Puhua Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Transfer Representation Learning Meets Multimodal Fusion Classification for Remote Sensing Images. - Mengru Ma; Wenping Ma 001; Licheng Jiao; Xu Liu 006; Fang Liu 001; Lingling Li 002; Shuyuan Yang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2022)

Very Low-Resolution Moving Vehicle Detection in Satellite Videos. - Zhaoliang Pi; Licheng Jiao; Fang Liu 001; Xu Liu 006; Lingling Li 002; Biao Hou; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Joint Siamese Attention-Aware Network for Vehicle Object Tracking in Satellite Videos. - Wei Song; Licheng Jiao; Fang Liu 001; Xu Liu 006; Lingling Li 002; Shuyuan Yang 001; Biao Hou; Wenhua Zhang (IEEE Trans. Geosci. Remote. Sens., 2022)

Dual-Collaborative Fusion Model for Multispectral and Panchromatic Image Fusion. - Yinghui Xing; Shuyuan Yang 001; Zhixi Feng; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Sparse Feature Clustering Network for Unsupervised SAR Image Change Detection. - Wenhua Zhang; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Wei Song; Jia Liu 020 (IEEE Trans. Geosci. Remote. Sens., 2022)

Quadruplet Convolution Neural Network With C3 Loss (C3-QCNN) for Signal Classification. - Chen Yang 020; Shuyuan Yang 001; Zhixi Feng; Min Wang 007 (IEEE Trans. Instrum. Meas., 2022)

Learning Spectral Cues for Multispectral and Panchromatic Image Fusion. - Yinghui Xing; Shuyuan Yang 001; Yan Zhang 127; Yanning Zhang 001 (IEEE Trans. Image Process., 2022)

Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data. - Meijuan Yang; Licheng Jiao; Fang Liu 001; Biao Hou; Shuyuan Yang 001; Yake Zhang; Jianlong Wang (IEEE Trans. Image Process., 2022)

Adaptive Contourlet Fusion Clustering for SAR Image Change Detection. - Wenhua Zhang; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Jia Liu 020 (IEEE Trans. Image Process., 2022)

New Generation Deep Learning for Video Object Detection: A Survey. - Licheng Jiao; Ruohan Zhang; Fang Liu 001; Shuyuan Yang 001; Biao Hou; Lingling Li 002; Xu Tang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Simple and Effective: Spatial Rescaling for Person Reidentification. - Haoran Wang 008; Licheng Jiao; Shuyuan Yang 001; Lingling Li 002; Zexin Wang 003 (IEEE Trans. Neural Networks Learn. Syst., 2022)

DPFL-Nets: Deep Pyramid Feature Learning Networks for Multiscale Change Detection. - Meijuan Yang; Licheng Jiao; Fang Liu 001; Biao Hou; Shuyuan Yang 001; Meng Jian (IEEE Trans. Neural Networks Learn. Syst., 2022)

Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Liu 006; Lingling Li 002 (CVPR, 2023)

AMC-Net: An Effective Network for Automatic Modulation Classification. - Jiawei Zhang; Tiantian Wang; Zhixi Feng; Shuyuan Yang 001 (ICASSP, 2023)

Delving into Semantic Scale Imbalance. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Yuxin Li; Shuyuan Yang 001; Xu Liu 006 (ICLR, 2023)

Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Liu 006; Lingling Li 002 (ACM Multimedia, 2023)

Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search. - Chao Wang 099; Licheng Jiao; Jiaxuan Zhao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (CoRR, 2023)

Changes-Aware Transformer: Learning Generalized Changes Representation. - Dan Wang; Licheng Jiao; Jie Chen; Shuyuan Yang 001; Fang Liu 001 (CoRR, 2023)

Data-Centric Long-Tailed Image Recognition. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Liu 006; Puhua Chen (CoRR, 2023)

Contrastive Self-Supervised Clustering for Specific Emitter Identification. - Xiaoyang Hao; Zhixi Feng; Ruoyu Liu; Shuyuan Yang 001; Licheng Jiao; Rong Luo (IEEE Internet Things J., 2023)

Orientation Attention Network for semantic segmentation of remote sensing images. - Junxiao Wang; Zhixi Feng; Yao Jiang; Shuyuan Yang 001; Huixiao Meng (Knowl. Based Syst., 2023)

Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification. - Zhixi Feng; Xuehu Liu; Shuyuan Yang 001; Kai Zhang 010; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2023)

Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification. - Liangliang Song; Zhixi Feng; Shuyuan Yang 001; Xinyu Zhang 025; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 2023)

Kernel Tensor Sparse Coding Model for Precise Crop Classification of UAV Hyperspectral Image. - Lixia Yang; Rui Zhang 045; Yajun Bao; Shuyuan Yang 001; Licheng Jiao (IEEE Geosci. Remote. Sens. Lett., 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)

DFAT: Dynamic Feature-Adaptive Tracking. - Wenhua Zhang; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Jia Liu 020 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Cross-Modal Contrastive Learning for Remote Sensing Image Classification. - Zhixi Feng; Liangliang Song; Shuyuan Yang 001; Xinyu Zhang 025; 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)

Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation. - Xiaoqiang Lu; Licheng Jiao; Lingling Li 002; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001; Zhixi Feng; Puhua Chen (IEEE Trans. Geosci. Remote. Sens., 2023)

A Spatial-Spectral Bilinear Representation Fusion Network for Multimodal Classification. - Xue Song; Lingling Li 002; Licheng Jiao; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing. - Long Sun; Lingling Li 002; Yilin Shao; Licheng Jiao; Xu Liu 006; Puhua Chen; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2023)

CSLT: Contourlet-Based Siamese Learning Tracker for Dim and Small Targets in Satellite Videos. - Yinan Wu 001; Licheng Jiao; Fang Liu 001; Zhaoliang Pi; Xu Liu 006; Lingling Li 002; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multicue Contrastive Self-Supervised Learning for Change Detection in Remote Sensing. - Meijuan Yang; Licheng Jiao; Fang Liu 001; Biao Hou; Shuyuan Yang 001; Yake Zhang; Jianlong Wang (IEEE Trans. Geosci. Remote. Sens., 2023)

An Explainable Spatial-Frequency Multiscale Transformer for Remote Sensing Scene Classification. - Yuting Yang 008; Licheng Jiao; Fang Liu 001; Xu Liu 006; Lingling Li 002; Puhua Chen; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Boundary-Aware Multiscale Learning Perception for Remote Sensing Image Segmentation. - Chao You; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Wenping Ma 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Curvelet Adversarial Augmented Neural Network for SAR Image Classification. - Yake Zhang; Fang Liu 001; Licheng Jiao; Shuyuan Yang 001; Lingling Li 002; Meijuan Yang; Jianlong Wang; Xu Liu 006 (IEEE Trans. Geosci. Remote. Sens., 2023)

Triple Contrastive Representation Learning for Hyperspectral Image Classification With Noisy Labels. - Xinyu Zhang 025; Shuyuan Yang 001; Zhixi Feng; Liangliang Song; Yantao Wei; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

GeoFormer: A Geometric Representation Transformer for Change Detection. - Jiaxuan Zhao; Licheng Jiao; Chao Wang 099; Xu Liu 006; Fang Liu 001; Lingling Li 002; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Deep Compressive Imaging With Meta-Learning. - Zhi Liu 010; Shuyuan Yang 001; Zhixi Feng; Min Wang 007; Zhifan Yu (IEEE Trans. Instrum. Meas., 2023)

Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification. - Chenghong Xiao; Shuyuan Yang 001; Zhixi Feng (IEEE Trans. Instrum. Meas., 2023)

Semantic Correntropy Representation for Hyperspectral Image Classification. - Xinyu Zhang 025; Zhixi Feng; Shuyuan Yang 001; Yantao Wei; Liangliang Song; Lixia Yang; Licheng Jiao (IEEE Trans. Instrum. Meas., 2023)

AFT: Adaptive Fusion Transformer for Visible and Infrared Images. - Zhihao Chang; Zhixi Feng; Shuyuan Yang 001; Quanwei Gao (IEEE Trans. Image Process., 2023)

Transformer Based Conditional GAN for Multimodal Image Fusion. - Jun Zhang 045; Licheng Jiao; Wenping Ma 001; Fang Liu 001; Xu Liu 006; Lingling Li 002; Puhua Chen; Shuyuan Yang 001 (IEEE Trans. Multim., 2023)

Graph Representation Learning Meets Computer Vision: A Survey. - Licheng Jiao; Jie Chen; Fang Liu 001; Shuyuan Yang 001; Chao You; Xu Liu 006; Lingling Li 002; Biao Hou (IEEE Trans. Artif. Intell., 2023)

Multiscale Representation Learning for Image Classification: A Survey. - Licheng Jiao; Jie Gao 013; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Artif. Intell., 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)

Radar Emitter Identification with Multi-View Adaptive Fusion Network (MAFN). - Shuyuan Yang 001; Tongqing Peng; Huiling Liu; Chen Yang 020; Zhixi Feng; Min Wang 007 (Remote. Sens., 2023)

Dual Wavelet Attention Networks for Image Classification. - Yuting Yang 008; Licheng Jiao; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Lingling Li 002; Puhua Chen; Xiufang Li; Zhongjian Huang (IEEE Trans. Circuits Syst. Video Technol., 2023)

Toward the Automatic Modulation Classification With Adaptive Wavelet Network. - Jiawei Zhang; Tiantian Wang; Zhixi Feng; Shuyuan Yang 001 (IEEE Trans. Cogn. Commun. Netw., 2023)

Semantic-Relation Transformer for Visible and Infrared Fused Image Quality Assessment. - Zhihao Chang; Shuyuan Yang 001; Zhixi Feng; Quanwei Gao; Shengzhe Wang; Yuyong Cui (Inf. Fusion, 2023)

Automatic Modulation Classification via Meta-Learning. - Xiaoyang Hao; Zhixi Feng; Shuyuan Yang 001; Min Wang 007; Licheng Jiao (IEEE Internet Things J., 2023)

Multiscale Curvelet Scattering Network. - Jie Gao 013; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Biao Hou; Xu Liu 006 (IEEE Trans. Neural Networks Learn. Syst., 2023)

A multimodal hyper-fusion transformer for remote sensing image classification. - Mengru Ma; Wenping Ma 001; Licheng Jiao; Xu Liu 006; Lingling Li 002; Zhixi Feng; Fang Liu 001; Shuyuan Yang 001 (Inf. Fusion, 2023)

Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier. - Lixia Yang; Jinwei Chen; Rui Zhang 045; Shuyuan Yang 001; Xinyu Zhang 025; Licheng Jiao (Neurocomputing, 2023)

Temporal Local Correntropy Representation for Fault Diagnosis of Machines. - Zhixi Feng; Qiang Wu; Shuyuan Yang 001 (IEEE Trans. Ind. Informatics, 2023)

Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification. - Lei Zhai; Shuyuan Yang 001; Yitong Li; Zhixi Feng; Zhihao Chang; Quanwei Gao (AAAI, 2024)

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results. - Henghui Ding; Chang Liu 072; Yunchao Wei; Nikhila Ravi; Shuting He; Song Bai 001; Philip Torr 001; Deshui Miao; Xin Li 034; Zhenyu He 001; Yaowei Wang 001; Ming-Hsuan Yang 001; et al. (ECCV Workshops (10), 2024)

A Novel Cross-Sensor Self-Supervised Learning Method for Rotating Machinery Fault Diagnosis. - Hao Hu; Zhixi Feng; Ruoxue Li; Yue Ma 008; Shuyuan Yang 001 (ICASSP, 2024)

Domain Generalization-Aware Uncertainty Introspective Learning for 3D Point Clouds Segmentation. - Pei He; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Wenping Ma 002; Shuyuan Yang 001; Ronghua Shang (ACM Multimedia, 2024)

Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis. - Qiang Wu; Gechang Yao; Zhixi Feng; Shuyuan Yang 001 (NeurIPS, 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)

A match made in consistency heaven: when large language models meet evolutionary algorithms. - Wang Chao; Jiaxuan Zhao; Licheng Jiao; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001 (CoRR, 2024)

Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification. - Jianfeng Cai 006; Yue Ma 008; Zhixi Feng; Shuyuan Yang 001 (CoRR, 2024)

Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Lingling Li 002; Shuyuan Yang 001; Xu Liu 006 (CoRR, 2024)

Edit-Your-Motion: Space-Time Diffusion Decoupling Learning for Video Motion Editing. - Yi Zuo; Lingling Li 002; Licheng Jiao; Fang Liu 001; Xu Liu 006; Wenping Ma 001; Shuyuan Yang 001; Yuwei Guo 001 (CoRR, 2024)

3rd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation. - Xinyu Liu; Jing Zhang 037; Kexin Zhang 003; Yuting Yang 008; Licheng Jiao; Shuyuan Yang 001 (CoRR, 2024)

Technique Report of CVPR 2024 PBDL Challenges. - Ying Fu 001; Yu Li 003; Shaodi You; Boxin Shi; Jose Alvarez; Coert Van Gemeren; Linwei Chen; Yunhao Zou; Zichun Wang; Yichen Li; Yuze Han; Yingkai Zhang; et al. (CoRR, 2024)

Fast and Efficient: Mask Neural Fields for 3D Scene Segmentation. - Zihan Gao; Lingling Li 002; Licheng Jiao; Fang Liu 001; Xu Liu 006; Wenping Ma 001; Yuwei Guo 001; Shuyuan Yang 001 (CoRR, 2024)

SoccerNet 2024 Challenges Results. - Anthony Cioppa; Silvio Giancola; Vladimir Somers; Victor Joos; Floriane Magera; Jan Held; Seyed Abolfazl Ghasemzadeh; Xin Zhou 024; Karolina Seweryn; Mateusz Kowalczyk; Zuzanna Mróz; Szymon Lukasik; et al. (CoRR, 2024)

Token singularity understanding and removal for transformers. - Dan Wang; Licheng Jiao; Ruohan Zhang; Shuyuan Yang 001; Fang Liu 001 (Knowl. Based Syst., 2024)

Few-Shot Metric Learning with Time-Frequency Fusion for Specific Emitter Identification. - Shiyuan Mu; Yong Zu; Shuai Chen; Shuyuan Yang 001; Zhixi Feng; Junyi Zhang (Remote. Sens., 2024)

Heterogeneous Network-Based Contrastive Learning Method for PolSAR Land Cover Classification. - Jianfeng Cai 006; Yue Ma 008; Zhixi Feng; Shuyuan Yang 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network. - Mengkun Liu; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001; Yuwei Guo 001; Puhua Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Heterogeneous Object-Level Aircraft Change Detection via Cross-Modal Interaction and Imbalanced Learning. - Quanwei Gao; Zhixi Feng; Shuyuan Yang 001; Zhihao Chang; Huixiao Meng (IEEE Trans. Geosci. Remote. Sens., 2024)

D3R-Net: Denoising Diffusion-Based Defense Restore Network for Adversarial Defense in Remote Sensing Scene Classification. - Xuehu Liu; Zhixi Feng; Yue Ma 008; Shuyuan Yang 001; Zhihao Chang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

MutSimNet: Mutually Reinforcing Similarity Learning for RS Image Change Detection. - Xu Liu 006; Yu Liu 005; Licheng Jiao; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2024)

MGPACNet: A Multiscale Geometric Prior Aware Cross-Modal Network for Images Fusion Classification. - Xue Song; Licheng Jiao; Lingling Li 002; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2024)

Lighter and Robust: A Rotation-Invariant Transformer for VHR Image Change Detection. - Long Sun; Chao Li; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2024)

TrTr-CMR: Cross-Modal Reasoning Dual Transformer for Remote Sensing Image Captioning. - Yinan Wu 001; Lingling Li 002; Licheng Jiao; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

High-Order Relation Learning Transformer for Satellite Video Object Tracking. - Xiaoyan Yang; Licheng Jiao; Yangyang Li 001; Xu Liu 006; Lingling Li 002; Puhua Chen; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

LGLFormer: Local-Global Lifting Transformer for Remote Sensing Scene Parsing. - Yuting Yang 008; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Puhua Chen; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos. - Xiaoyan Yang; Licheng Jiao; Yangyang Li 001; Xu Liu 006; Fang Liu 001; Lingling Li 002; Puhua Chen; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Meta-Graph Representation Learning for PolSAR Image Classification. - Shuyuan Yang 001; Ruoxue Li; Zhaoda Li; Huixiao Meng; Zhixi Feng; Guangjun He (IEEE Trans. Geosci. Remote. Sens., 2024)

Adaptive Multi-Scale Transformer Tracker for Satellite Videos. - Xin Zhang 008; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Wenping Ma 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Globally-Aware Continuous-Time Redistribution Learning for RS Image Change Detection. - Xiaowen Zhang; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Wenping Ma 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Effective and Robust: A Discriminative Temporal Learning Transformer for Satellite Videos. - Xin Zhang 008; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Renormalized Connection for Scale-Preferred Object Detection in Satellite Imagery. - Fan Zhang 041; Lingling Li 002; Licheng Jiao; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Biao Hou (IEEE Trans. Geosci. Remote. Sens., 2024)

Robust Instance-Based Semi-Supervised Learning Change Detection for Remote Sensing Images. - Yi Zuo; Lingling Li 002; Xu Liu 006; Zihan Gao; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images. - Xueli Geng; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Multim., 2024)

A Category-Aware Curriculum Learning for Data-Free Knowledge Distillation. - Xiufang Li; Licheng Jiao; Qigong Sun; Fang Liu 001; Xu Liu 006; Lingling Li 002; Puhua Chen; Shuyuan Yang 001 (IEEE Trans. Multim., 2024)

Multi-Scale Contourlet Knowledge Guide Learning Segmentation. - Mengkun Liu; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001; Shuang Wang 001; Biao Hou (IEEE Trans. Multim., 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)

Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Liu 006; Puhua Chen (IEEE Trans. Multim., 2024)

Deep Contrastive Clustering for Signal Deinterleaving. - Shuyuan Yang 001; Xinyi Zhao; Huiling Liu; Chen Yang 020; Tongqing Peng; Rundong Li; Feng Zhang 028 (IEEE Trans. Aerosp. Electron. Syst., 2024)

Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search. - Chao Wang 099; Licheng Jiao; Jiaxuan Zhao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Evol. Comput., 2024)

Cross-Sensor Correlative Feature Learning and Fusion for Intelligent Fault Diagnosis. - Zhixi Feng; Hao Hu; Shuyuan Yang 001 (IEEE Trans. Ind. Informatics, 2024)

Evolutionary Dual-Stream Transformer. - Ruohan Zhang; Licheng Jiao; Lingling Li 002; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (IEEE Trans. Cybern., 2024)

A Quantum Evolutionary Learning Tracker for Video. - Ruohan Zhang; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Evol. Comput., 2024)

Open-Set Radar Emitter Recognition via Deep Metric Autoencoder. - Chen Yang 020; Huiling Liu; Shuyuan Yang 001; Zhixi Feng; Xiaogang Tang; Feng Zhang 028 (IEEE Internet Things J., 2024)

MBSI-Net: Multimodal Balanced Self-Learning Interaction Network for Image Classification. - Mengru Ma; Wenping Ma 001; Licheng Jiao; Xu Liu 006; Fang Liu 001; Lingling Li 002; Shuyuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Pseudo-Label-Assisted Subdomain Adaptation for Hyperspectral Image Classification. - Zhixi Feng; Shilin Tong; Shuyuan Yang 001; Xinyu Zhang 025; Licheng Jiao (IEEE Trans. Circuits Syst. Video Technol., 2024)

Multiscale Dynamic Curvelet Scattering Network. - Jie Gao 013; Licheng Jiao; Xu Liu 006; Lingling Li 002; Puhua Chen; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Xu Liu 006; Puhua Chen (Int. J. Comput. Vis., 2024)

Multiple Resolutions Detail Enhancement Network for Real-Time Image Semantic Segmentation. - Jing Gu; Xinkai Sun; Jie Feng 003; Shuyuan Yang 001; Fang Liu 001; Licheng Jiao (IEEE Trans. Artif. Intell., 2024)

Robust and Effective: A Deep Matrix Factorization Framework for Classification. - Chenxi Tian; Licheng Jiao; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Self Pseudo Entropy Knowledge Distillation for Semi-Supervised Semantic Segmentation. - Xiaoqiang Lu; Licheng Jiao; Lingling Li 002; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

An Adaptive Migration Collaborative Network for Multimodal Image Classification. - Wenping Ma 001; Mengru Ma; Licheng Jiao; Fang Liu 001; Hao Zhu 009; Xu Liu 006; Shuyuan Yang 001; Biao Hou (IEEE Trans. Neural Networks Learn. Syst., 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)

Interactive Spectral-Spatial Transformer for Hyperspectral Image Classification. - Liangliang Song; Zhixi Feng; Shuyuan Yang 001; Xinyu Zhang 025; Licheng Jiao (IEEE Trans. Circuits Syst. Video Technol., 2024)

Domain Adaptation-Aware Transformer for Hyperspectral Object Tracking. - Yinan Wu 001; Licheng Jiao; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Lingling Li 002 (IEEE Trans. Circuits Syst. Video Technol., 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)

Hierarchical Dynamic Graph Clustering Network. - Jie Chen; Licheng Jiao; Xu Liu 006; Lingling Li 002; Fang Liu 001; Puhua Chen; Shuyuan Yang 001; Biao Hou (IEEE Trans. Knowl. Data Eng., 2024)

Semi-Supervised Modulation Classification via an Ensemble SigMatch Method. - Hanlin Wang; Shuyuan Yang 001; Zhixi Feng; Bincheng Huang (IEEE Internet Things J., 2024)

Knowledge Guided Evolutionary Transformer for Remote Sensing Scene Classification. - Jiaxuan Zhao; Licheng Jiao; Chao Wang 099; Xu Liu 006; Fang Liu 001; Lingling Li 002; Mengru Ma; Shuyuan Yang 001 (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)

MCLHN: Toward Automatic Modulation Classification via Masked Contrastive Learning With Hard Negatives. - Chenghong Xiao; Shuyuan Yang 001; Zhixi Feng; Licheng Jiao (IEEE Trans. Wirel. Commun., 2024)

Spectrum Sensing via Residual Dilated Network and Horizontal Shift Attention for Cognitive IoT. - Tongqing Peng; Shuyuan Yang 001; Zhixi Feng; Bincheng Huang (IEEE Internet Things J., 2024)

Generative Model With Sinkhorn-Knopp Loss for Unsupervised Signal Modulation Clustering. - Jun Liu; Zhixi Feng; Shuyuan Yang 001; Shuai Chen; Yue Ma 008 (IEEE Trans. Ind. Informatics, 2024)

Multiresolution Interpretable Contourlet Graph Network for Image Classification. - Jie Chen; Licheng Jiao; Xu Liu 006; Fang Liu 001; Lingling Li 002; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Complex-Former Tracker With Dynamic Polar Spatio-Temporal Encoding. - Xiaotong Li; Licheng Jiao; Hao Zhu 009; Zhongjian Huang; Fang Liu 001; Lingling Li 002; Puhua Chen; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Fast Evolutionary Knowledge Transfer Search for Multiscale Deep Neural Architecture. - Ruohan Zhang; Licheng Jiao; Dan Wang; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

CrackVision: Effective Concrete Crack Detection With Deep Learning and Transfer Learning. - Abdulrahman A. Alkannad; Ahmad Al Smadi; Shuyuan Yang 001; Mutasem K. Alsmadi; Moeen Al-Makhlafi; Zhixi Feng; Zhenlong Yin (IEEE Access, 2025)

Meta-Learning Guided Label Noise Distillation for Robust Signal Modulation Classification. - Xiaoyang Hao; Zhixi Feng; Tongqing Peng; Shuyuan Yang 001 (IEEE Internet Things J., 2025)

Cross-sensor contrastive learning-based pre-training for machinery fault diagnosis under sample-limited conditions. - Hao Hu; Yue Ma 008; Ruoxue Li; Zhixi Feng; Shuyuan Yang 001; Shaoyi Du; Yue Gao 002 (Knowl. Based Syst., 2025)

Knowledge-aware evolutionary graph neural architecture search. - Chao Wang 099; Jiaxuan Zhao; Lingling Li 002; Licheng Jiao; Fang Liu 001; Xu Liu 006; Shuyuan Yang 001 (Knowl. Based Syst., 2025)

GASC-Net: A Geospatial information-assisted network for ship classification. - Quanwei Gao; Zhixi Feng; Shuyuan Yang 001; Zhihao Chang; Ruoxue Li (Pattern Recognit., 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)

DAE-GSP: Discriminative Autoencoder With Gaussian Selective Patch for Multimodal Remote Sensing Image Classification. - Mengchang Li; Zhixi Feng; Shuyuan Yang 001; Yue Ma 008; Liangliang Song; Shuai Chen; Licheng Jiao; Junkai Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

A Mamba-Aware Spatial-Spectral Cross-Modal Network for Remote Sensing Classification. - Mengru Ma; Jiaxuan Zhao; Wenping Ma 001; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

One Token for Detecting Various Changes. - Dan Wang; Licheng Jiao; Jie Chen; Shuyuan Yang 001; Fang Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Dual-Semantic Graph Convolution Network for Hyperspectral Image Classification With Few Labeled Samples. - Guangying Xu; Shuyuan Yang 001; Zhixi Feng (IEEE Trans. Geosci. Remote. Sens., 2025)

CSCT: Channel-Spatial Coherent Transformer for Remote Sensing Image Super-Resolution. - Kexin Zhang 003; Lingling Li 002; Licheng Jiao; Xu Liu 006; Wenping Ma 001; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Knowledge Driven Signal Transformer for Emitter Recognition. - Shurong Ren; Shuyuan Yang 001; Mengyao Zhan; Zhuoyue Qi; Zhixi Feng (IEEE Trans. Inf. Forensics Secur., 2025)

Uncertainty Guided Progressive Few-Shot Learning Perception for Aerial View Synthesis. - Zihan Gao; Lingling Li 002; Xu Liu 006; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Multim., 2025)

Adaptive Complex Wavelet Informed Transformer Operator. - Xiaotong Li; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001; Hao Zhu 009; Xu Liu 006; Lingling Li 002; Wenping Ma 001 (IEEE Trans. Multim., 2025)

Uncertainty-Aware Semi-Supervised Learning Segmentation for Remote Sensing Images. - Xiaoqiang Lu; Lingling Li 002; Licheng Jiao; Xu Liu 006; Fang Liu 001; Wenping Ma 001; Shuyuan Yang 001 (IEEE Trans. Multim., 2025)

A 3D Self-Awareness Diffusion Network for Multimodal Classification. - Mengru Ma; Wenping Ma 001; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001; Yuwei Guo 001 (IEEE Trans. Multim., 2025)

Texture-Content Dual Guided Network for Visible and Infrared Image Fusion. - Kai Zhang 010; Ludan Sun; Jun Yan; Wenbo Wan; Jiande Sun 001; Shuyuan Yang 001; Huaxiang Zhang 001 (IEEE Trans. Multim., 2025)

Learning Evolution via Optimization Knowledge Adaptation. - Chao Wang 099; Licheng Jiao; Jiaxuan Zhao; Lingling Li 002; Fang Liu 001; Shuyuan Yang 001 (CoRR, 2025)

RadioLLM: Introducing Large Language Model into Cognitive Radio via Hybrid Prompt and Token Reprogrammings. - Shuai Chen; Yong Zu; Zhixi Feng; Shuyuan Yang 001; Mengchang Li; Yue Ma 008; Jun Liu; Qiukai Pan; Xinlei Zhang; Changjun Sun (CoRR, 2025)

Knowledge-Aware Geometric Contourlet Semantic Learning for Hyperspectral Image Classification. - Xueli Geng; Lingling Li 002; Licheng Jiao; Xu Liu 006; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Negative Class Guided Spatial Consistency Network for Sparsely Supervised Semantic Segmentation of Remote Sensing Images. - Chen Yang 020; Junxiao Wang; Huixiao Meng; Shuyuan Yang 001; Zhixi Feng (IEEE Trans. Circuits Syst. Video Technol., 2025)

Learning Temporal-Spectral Feature Fusion Representation for Radio Signal Classification. - Zhixi Feng; Shuai Chen; Yue Ma 008; Yachen Gao; Shuyuan Yang 001 (IEEE Trans. Ind. Informatics, 2025)

CoT: Contourlet Transformer for Hierarchical Semantic Segmentation. - Yilin Shao; Long Sun; Licheng Jiao; Xu Liu 006; Fang Liu 001; Lingling Li 002; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Learning Cross-Domain Features With Dual-Path Signal Transformer. - Lei Zhai; Yitong Li; Zhixi Feng; Shuyuan Yang 001; Hao Tan 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

VSLM: Virtual Signal Large Model for Few-Shot Wideband Signal Detection and Recognition. - Xiaoyang Hao; Shuyuan Yang 001; Ruoyu Liu; Zhixi Feng; Tongqing Peng; Bincheng Huang (IEEE Trans. Wirel. Commun., 2025)

Hybrid-View Self-Supervised Framework for Automatic Modulation Recognition. - Youquan Fu; Yue Ma 008; Zhixi Feng; Shuyuan Yang 001; Yixing Wang (IEEE Internet Things J., 2025)

Unveiling and Mitigating Generalized Biases of DNNs Through the Intrinsic Dimensions of Perceptual Manifolds. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Lingling Li 002; Wenping Ma 001; Shuyuan Yang 001; Xu Liu 006; Puhua Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

A Generative Self-Supervised Framework for Cognitive Radio Leveraging Time-Frequency Features and Attention-Based Fusion. - Shuai Chen; Zhixi Feng; Shuyuan Yang 001; Yue Ma 008; Jun Liu; Zhuoyue Qi (IEEE Trans. Wirel. Commun., 2025)

STSeg-Complex Video Object Segmentation: The 1st Solution for 4th PVUW MOSE Challenge. - Kehuan Song; Xinglin Xie; Kexin Zhang 003; Licheng Jiao; Lingling Li 002; Shuyuan Yang 001 (CoRR, 2025)

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild. - Henghui Ding; Chang Liu 072; Nikhila Ravi; Shuting He; Yunchao Wei; Song Bai 001; Philip Torr 001; Kehuan Song; Xinglin Xie; Kexin Zhang; Licheng Jiao; Lingling Li; et al. (CoRR, 2025)

Brain-Inspired Learning, Perception, and Cognition: A Comprehensive Review. - Licheng Jiao; Mengru Ma; Pei He; Xueli Geng; Xu Liu 006; Fang Liu 001; Wenping Ma 001; Shuyuan Yang 001; Biao Hou; Xu Tang (IEEE Trans. Neural Networks Learn. Syst., 2025)

Multiscale Deep Learning for Detection and Recognition: A Comprehensive Survey. - Licheng Jiao; Mengjiao Wang; Xu Liu 006; Lingling Li 002; Fang Liu 001; Zhixi Feng; Shuyuan Yang 001; Biao Hou (IEEE Trans. Neural Networks Learn. Syst., 2025)

Predicting and Enhancing the Fairness of DNNs With the Curvature of Perceptual Manifolds. - Yanbiao Ma; Licheng Jiao; Fang Liu 001; Maoji Wen; Lingling Li 002; Wenping Ma 001; Shuyuan Yang 001; Xu Liu 006; Puhua Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Contour Knowledge-Aware Perception Learning for Semantic Segmentation. - Chao You; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Wenping Ma 001; Shuyuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

A Spatial-Spectral Relation-Guided Fusion Network for Multisource Optical RS Image Classification. - Xueli Geng; Licheng Jiao; Xu Liu 006; Lingling Li 002; Puhua Chen; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Automatic Graph Topology-Aware Transformer. - Chao Wang 099; Jiaxuan Zhao; Lingling Li 002; Licheng Jiao; Fang Liu 001; Shuyuan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Open-ICL: Open-Set Modulation Classification via Incremental Contrastive Learning. - Chen Yang 020; Zhixi Feng; Shuyuan Yang 001; Qiukai Pan (IEEE Trans. Neural Networks Learn. Syst., 2025)

SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification. - Xiaoyang Hao; Shuyuan Yang 001; Ruoyu Liu; Zhixi Feng; Tongqing Peng; Bincheng Huang (IEEE Trans. Cogn. Commun. Netw., 2025)

CrackVisionX: A Fine-Tuned Framework for Efficient Binary Concrete Crack Detection. - Abdulrahman A. Alkannad; Ahmad Al Smadi; Moeen Al-Makhlafi; Shuyuan Yang 001; Zhixi Feng (IEEE Trans. Intell. Transp. Syst., 2025)

Video diffusion generation: comprehensive review and open problems. - Wenping Ma 001; Xiaoting Yang; Licheng Jiao; Lingling Li 002; Xu Liu 006; Fang Liu 001; Puhua Chen; Yuting Yang 008; Mengru Ma; Long Sun; Ruohan Zhang; Xueli Geng; et al. (Artif. Intell. Rev., 2025)

S3Diffuser: Frequency selected state space guided diffusion model for multimodal fusion classification. - Jiaxuan Zhao; Licheng Jiao; Lingling Li 002; Mengru Ma; Xu Liu 006; Chao Wang 099; Fang Liu 034; Wenping Ma 001; Shuyuan Yang 001 (Inf. Fusion, 2026)