Xiaofei Yang

Orcid: 0000-0003-2458-6774

Affiliations:
  • Guangzhou University, School of Electronics and Communication Engineering, China
  • University of Macau, Faculty of Science and Technology, China
  • Harbin Institute of Technology, China (PhD 2019)


According to our database1, Xiaofei Yang authored at least 42 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2025
Mamba-UNet: Dual-Branch Mamba Fusion U-Net With Multiscale Spatio-Temporal Attention for Precipitation Nowcasting.
IEEE Trans. Ind. Informatics, June, 2025

DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification.
CoRR, February, 2025

Global-Local Attention-Aware Zero-Shot Learning for Industrial Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2025

ACTN: Adaptive Coupling Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2025

Few-Shot Hyperspectral Image Classification With Deep Fuzzy Metric Learning.
IEEE Geosci. Remote. Sens. Lett., 2025

Global-local prototype-based few-shot learning for cross-domain hyperspectral image classification.
Knowl. Based Syst., 2025

Balancing supply and demand for ride-hailing: A preallocation hierarchical reinforcement learning approach.
Inf. Sci., 2025

2024
AMHFN: Aggregation Multi-Hierarchical Feature Network for Hyperspectral Image Classification.
Remote. Sens., September, 2024

A Novel Multi-Scale Feature Map Fusion for Oil Spill Detection of SAR Remote Sensing.
Remote. Sens., May, 2024

Road Extraction from Remote Sensing Imagery with Spatial Attention Based on Swin Transformer.
Remote. Sens., April, 2024

Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

MSMT-LCL: Multiscale Spatial-Spectral Masked Transformer With Local Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

DCTN: Dual-Branch Convolutional Transformer Network With Efficient Interactive Self-Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

QTU-Net: Quaternion Transformer-Based U-Net for Water Body Extraction of RGB Satellite Image.
IEEE Trans. Geosci. Remote. Sens., 2024

Tensor-Based Few-Shot Learning for Cross-Domain Hyperspectral Image Classification.
Remote. Sens., 2024

RDTN: Residual Densely Transformer Network for hyperspectral image classification.
Expert Syst. Appl., 2024

3D Question Answering for City Scene Understanding.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Multi-task Domain Adaptation for Language Grounding with 3D Objects.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management.
IEEE Trans. Intell. Transp. Syst., December, 2023

QTN: Quaternion Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol., December, 2023

Multi-view dynamic graph convolution neural network for traffic flow prediction.
Expert Syst. Appl., July, 2023

SS-TMNet: Spatial-Spectral Transformer Network with Multi-Scale Convolution for Hyperspectral Image Classification.
Remote. Sens., March, 2023

When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method.
IEEE Trans. Knowl. Data Eng., 2023

DS-UNet: Dual-Stream U-Net for Oil Spill Detection of SAR Image.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Transformer Classification Networks.
IEEE Trans. Geosci. Remote. Sens., 2022

LWCDnet: A Lightweight Network for Efficient Cloud Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Neural Style Transfer With Adaptive Auto-Correlation Alignment Loss.
IEEE Signal Process. Lett., 2022

DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating.
Neural Comput. Appl., 2022

GCDB-UNet: A novel robust cloud detection approach for remote sensing images.
Knowl. Based Syst., 2022

Multi-mode dynamic residual graph convolution network for traffic flow prediction.
Inf. Sci., 2022

A multi-mode traffic flow prediction method with clustering based attention convolution LSTM.
Appl. Intell., 2022

A time-dependent attention convolutional LSTM method for traffic flow prediction.
Appl. Intell., 2022

Multistep Coupled Graph Convolution With Temporal-Attention for Traffic Flow Prediction.
IEEE Access, 2022

2020
Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification.
Remote. Sens., 2020

RRCN: A Reinforced Random Convolutional Network based Reciprocal Recommendation Approach for Online Dating.
CoRR, 2020

2019
Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net.
IEEE Trans. Geosci. Remote. Sens., 2019

Road Detection via Deep Residual Dense U-Net.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Hyperspectral Image Classification With Deep Learning Models.
IEEE Trans. Geosci. Remote. Sens., 2018

A new weighting <i>k</i>-means type clustering framework with an <i>l</i><sup>2</sup>-norm regularization.
Knowl. Based Syst., 2018

2017
Detection of Oil Spill Through Fully Convolutional Network.
Proceedings of the Geo-Spatial Knowledge and Intelligence - 5th International Conference, 2017

2016
Clustering time-stamped data using multiple nonnegative matrices factorization.
Knowl. Based Syst., 2016


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