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)

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

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)

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)

Spectral-Spatial KerSparseBands Selector. - Min Wang 007; Zhixi Feng; 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)

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)

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)

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)

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)

Fully Dense Multiscale Fusion Network for Hyperspectral Image Classification. - Zhe Meng; Lingling Li 002; Licheng Jiao; Zhixi Feng; Xu Tang; Miaomiao Liang (Remote. Sens., 2019)

Multipath Residual Network for Spectral-Spatial Hyperspectral Image Classification. - Zhe Meng; Lingling Li 002; Xu Tang; Zhixi Feng; Licheng Jiao; Miaomiao Liang (Remote. Sens., 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)

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)

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)

Fusion of Panchromatic and Multispectral Images Using Multiscale Convolution Sparse Decomposition. - Kai Zhang 010; Feng Zhang 028; Zhixi Feng; Jiande Sun 001; Quanyuan Wu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Hyperspectral Image Denoising Using 3-D Geometrical Kernel With Local Similarity Prior. - Feng Zhang 028; Kai Zhang 010; Jiande Sun 001; Zhixi Feng; Wenbo Wan; Quanyuan Wu (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)

Feature Learning and Change Feature Classification Based on Variational Auto-encoder for SAR Change Detection. - Huan Chen; Hongming Zhang 002; Zhixi Feng (ICIS, 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)

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)

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)

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)

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)

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

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Mulit-Stage Dual-Domain Guided Attention Network for Pansharpening. - Laituan Qiao; Fan Zhang 041; Shuyin Zhang; Zhiguo Xie; Zhixi Feng; Chao Xu 007; Tao Wang 113 (IGARSS, 2024)

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

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)

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)

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)

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

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)

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)

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

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)

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

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)

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

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)

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)

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)

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)

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)