Jun Yue

Orcid: 0000-0002-6465-5052

Affiliations:
  • Central South University, Changsha, China


According to our database1, Jun Yue authored at least 45 papers between 2014 and 2025.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges.
CoRR, October, 2025

UniVector: Unified Vector Extraction via Instance-Geometry Interaction.
CoRR, October, 2025

HyperKD: Lifelong Hyperspectral Image Classification With Cross-Spectral-Spatial Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens., 2025

Exemplar-Free Lifelong Hyperspectral Image Classification With Spectral Consistency.
IEEE Trans. Geosci. Remote. Sens., 2025

HyperEDL: Spectral-Spatial Evidence Deep Learning for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2025

Beyond dimensionality explosion: A latent diffusion framework for hyperspectral image classification.
Neurocomputing, 2025

2024
TAKD: Target-Aware Knowledge Distillation for Remote Sensing Scene Classification.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

Open Set Recognition in Real World.
Int. J. Comput. Vis., August, 2024

SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency.
IEEE Trans. Image Process., 2024

HyperMLL: Toward Robust Hyperspectral Image Classification With Multisource Label Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

When Vectorization Meets Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives.
IEEE Trans. Geosci. Remote. Sens., 2024

HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Enhancing Hyperspectral Image Classification: Leveraging Unsupervised Information With Guided Group Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

Point Label Meets Remote Sensing Change Detection: A Consistency-Aligned Regional Growth Network.
IEEE Trans. Geosci. Remote. Sens., 2024

SVAFormer: Integrating Random and Hierarchical Spectral View Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Satellite-Observed Hydrothermal Conditions Control the Effects of Soil and Atmospheric Drought on Peak Vegetation Growth on the Tibetan Plateau.
Remote. Sens., 2024

2023
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.
IEEE Trans. Image Process., 2023

PCLDet: Prototypical Contrastive Learning for Fine-Grained Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

A Multi-Level Label-Aware Semi-Supervised Framework for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Toward the Vectorization of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

Rethinking Remote Sensing Pretrained Model: Instance-Aware Visual Prompting for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Image Instance Segmentation Using Spectral-Spatial Feature Pyramid Network.
IEEE Trans. Geosci. Remote. Sens., 2023

SpectralDiff: A Generative Framework for Hyperspectral Image Classification With Diffusion Models.
IEEE Trans. Geosci. Remote. Sens., 2023

Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation.
CoRR, 2023

SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models.
CoRR, 2023

Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR, 2023

2022
Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification.
IEEE Trans. Image Process., 2022

Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Image Process., 2022

Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2022

Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Regional Multiple Features for Large-Scale High-Resolution Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2022

Geometric-Spectral Reconstruction Learning for Multi-Source Open-Set Classification With Hyperspectral and LiDAR Data.
IEEE CAA J. Autom. Sinica, 2022

Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR, 2022

2021
Oriented Spatial Correlative Aligned Feature for Remote Sensing Object Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Global Prototypical Network for Few-Shot Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Deep Quadruplet Network for Hyperspectral Image Classification with a Small Number of Samples.
Remote. Sens., 2020

Application of Luojia 1-01 Nighttime Images for Detecting the Light Changes for the 2019 Spring Festival in Western Cities, China.
Remote. Sens., 2020

Loss Architecture Search for Few-Shot Object Recognition.
Complex., 2020

Large-Scale Few-Shot Learning via Multi-modal Knowledge Discovery.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Discrete Robust Supervised Hashing for Cross-Modal Retrieval.
IEEE Access, 2019

2016
3D simulation for dynamic characteristics of airflow and dust control in a laneway of coal mine.
Proceedings of the 24th International Conference on Geoinformatics, GeoInformatics 2016, 2016

2014
An efficient PAM spatial clustering algorithm based on MapReduce.
Proceedings of the 22nd International Conference on Geoinformatics, 2014


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