合作发表论文：

    Google  Scholar: Zhixi Feng‬ - ‪Google 学术搜索‬

    DBLP: dblp: Zhixi Feng 

• Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis. NeurIPS. 2024.
• Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification.AAAI.2024.
• Open-ICL: Open-Set Modulation Classification via Incremental Contrastive Learning. IEEE Trans. Neural Netw. Learning Syst. 2024.
• Learning Cross-Domain Features With Dual-Path Signal Transformer. IEEE Trans. Neural Netw. Learning Syst. 2024.
• Generative Transformer-Based Self-Supervised Learning Framework in Cognitive Radio Systems. IEEE Trans. Wireless Commun. 2024.
• Learning Temporal–Spectral Feature Fusion Representation for Radio Signal Classification. IEEE Trans. Ind Inform. 2024.
• Generative Model With Sinkhorn–Knopp Loss for Unsupervised Signal Modulation Clustering. IEEE Trans. Ind Inform. 2024.
• DAE-GSP: Discriminative Auto-Encoder with Gaussian Selective Patch for Multi-modal Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens., 2024.
• D3R-Net: Denoising Diffusion-based Defense Restore Network for Adversarial Defense in Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens., 2024.
• Interactive Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Circ Syst Vid. 2024.
• Hybrid-View Self-Supervised Framework for Automatic Modulation Recognition.  IEEE Internet Things. 2024.
• Meta-Learning Guided Label Noise Distillation for Robust Signal Modulation Classification. IEEE Internet Things. 2024.
• Pseudo-Label-Assisted Subdomain Adaptation for Hyperspectral Image Classification. IEEE Trans. Circ Syst Vid. 2023.
• Cross-Sensor Correlative Feature Learning and Fusion for Intelligent Fault Diagnosis. IEEE Trans. Ind Inform. 2023.
• Cross-modal contrastive learning for remote sensing image classification. IEEE Trans. Geosci. Remote. Sens., 2023.
• AFT: Adaptive Fusion Transformer for Visible and Infrared Images. IEEE Trans. Image Process. 2023
• Semantic-Relation Transformer for Visible and Infrared Fused Image Quality Assessment. Inform. Fusion. 2023
• Orientation Attention Network for semantic segmentation of remote sensing images, Knowledge-Based Systems. 2023
• A Semi-supervised Method with Swarm Intelligence Optimization for Intelligent Fault Diagnosis. IEEE Sens J. 2023
• AMC-Net: An Effective Network for Automatic Modulation Classification. [C].  ICASSP，2023.
• Temporal Local Correntropy Representation for Fault Diagnosis of Machines. IEEE Trans. Ind Inform. 2023
• Towards the Automatic Modulation Classification with Adaptive Wavelet Network. IEEE Trans. Cogn Commun., 2023
• Automatic Modulation Classification via Meta-Learning. IEEE Internet Things. 2023.
• Deep Compressive Imaging With Meta-Learning. IEEE Trans. Instrum Mea. 2023
• Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification. IEEE Geosci. Remote Sensing Lett. 2023
• AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning.  IEEE Trans. Geosci. Remote. Sens., 2022
• Quadruplet Convolution Neural Network With C3 Loss (C3-QCNN) for Signal Classification.  IEEE Trans. Instrum Mea. 2022
• Multi-Path Interactive Network for Aircraft Identification with Optical and SAR Images.  Remote Sensing. 2022
• Self-Supervised Assisted Semi-Supervised Residual Network for Hyperspectral Image Classification.  Remote Sensing. 2022
• Learning Dual Geometric Low-rank Structure for Semisupervised Hyperspectral Image Classification. IEEE Trans. Cybernetics. 2021
• Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification.  IEEE Trans. Neural Netw. Learning Syst. 2019
• Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification. IEEE Trans. Neural Netw. Learning Syst. 2018
• Dual-Collaborative Fusion Model for Multispectral and Panchromatic Image Fusion. IEEE Trans. Geosci. Remote. Sens. 2022
• Fusion of Panchromatic and Multispectral Images Using Multiscale Convolution Sparse Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2021
• Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing. 2017
• Incremental Semi-Supervised classification of data streams via self-representative selection. Appl. Soft Comput. 2016
• Spectral-Spatial KerSparseBands Selector. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing .2016
• Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data. IEEE Geosci. Remote Sensing Lett. 2015
• Semi-supervised classification via kernel low-rank representation. Knowledge-based System. 2014.
• Fast ship detection of synthetic aperture radar images via multi-view features and clustering [C], 2014 International Joint Conference on Neural Networks (IJCNN),2014.
• 神经网络七十年:回顾与展望 [J]. 计算机学报, 2016.

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合作授权发明专利：

1.  基于近邻边界最大的半监督高光谱数据降维方法 [P], 中国, ZL201410213709.X. 授权日期：2017.02.15.

2.  基于波段不相似性的高光谱数据波段表征选择方法 [P], 中国, 201510523821.8. 申请日期：2015.08.24