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Works (20)

Few-Shot Learning Based on Embedded Self-Distillation and Adaptive Wasserstein Distance for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing
2025 | Journal article
DOI: 10.1109/TGRS.2024.3523712
Contributors: Wenjie Li; Shizhe Shang; Ronghua Shang; Dongzhu Feng; Weitong Zhang; Chao Wang; Jie Feng; Songhua Xu
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Crossref

Adaptive graph clustering based on feature adversarial and graph transformer

Expert Systems with Applications
2025-07 | Journal article
DOI: 10.1016/j.eswa.2025.127541
Contributors: Weitong Zhang; Xuerong Zhu; Ronghua Shang; Jinhong Ren; Licheng Jiao
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Crossref

Multilabel Feature Selection via Shared Latent Sublabel Structure and Simultaneous Orthogonal Basis Clustering

IEEE Transactions on Neural Networks and Learning Systems
2025-03 | Journal article
DOI: 10.1109/TNNLS.2024.3382911
Contributors: Ronghua Shang; Jingyu Zhong; Weitong Zhang; Songhua Xu; Yangyang Li
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Crossref

A lightweight PolSAR image classification algorithm based on multi-scale feature extraction and local spatial information perception

Applied Soft Computing
2025-02 | Journal article
DOI: 10.1016/j.asoc.2024.112676
Contributors: Ronghua Shang; Mingwei Hu; Jie Feng; Weitong Zhang; Songhua Xu
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Crossref

Hyperspectral image classification based on mixed similarity graph convolutional network and pixel refinement

Applied Soft Computing
2025-02 | Journal article
DOI: 10.1016/j.asoc.2024.112657
Contributors: Ronghua Shang; Keyao Zhu; Huidong Chang; Weitong Zhang; Jie Feng; Songhua Xu
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Crossref

Node classification based on structure migration and graph attention convolutional crossover network

Knowledge-Based Systems
2025-01 | Journal article
DOI: 10.1016/j.knosys.2024.112813
Contributors: Ruolin Li; Chi Wang; Ronghua Shang; Weitong Zhang; Songhua Xu
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Crossref

Ellipse IoU Loss: Better Learning for Rotated Bounding Box Regression

IEEE Geoscience and Remote Sensing Letters
2024 | Journal article
DOI: 10.1109/LGRS.2023.3345881
Contributors: Wenjie Li; Ronghua Shang; Zihan Ju; Jie Feng; Songhua Xu; Weitong Zhang
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Crossref

Joint Adversarial Network With Semantic and Topology Fusion for Cross-Scene Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3415965
Contributors: Ronghua Shang; Yuhao Xie; Weitong Zhang; Jie Feng; Songhua Xu
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Crossref

Negative Label and Noise Information Guided Disambiguation for Partial Multi-Label Learning

IEEE Transactions on Multimedia
2024 | Journal article
DOI: 10.1109/TMM.2024.3402534
Contributors: Jingyu Zhong; Ronghua Shang; Feng Zhao; Weitong Zhang; Songhua Xu
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Crossref

SAR Image Segmentation Based on Complicated Region-Sensitive Adaptive Superpixel Generation and Hybrid Edge Correction

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3499374
Contributors: Jinhong Ren; Ronghua Shang; Jiansheng Chen; Weitong Zhang; Jie Feng; Mengmeng Liu; Chao Wang; Songhua Xu; Rustam Stolkin
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Crossref

Attribute community detection based on attribute edges weights fusion and graph embedding factorization

Applied Intelligence
2024-11 | Journal article
DOI: 10.1007/s10489-024-05687-5
Contributors: Shuaize Yang; Weitong Zhang; Ronghua Shang; Songhua Xu; Chao Wang
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Crossref

Robust feature selection via central point link information and sparse latent representation

Pattern Recognition
2024-10 | Journal article
DOI: 10.1016/j.patcog.2024.110617
Contributors: Jiarui Kong; Ronghua Shang; Weitong Zhang; Chao Wang; Songhua Xu
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Crossref

Non-convex feature selection based on feature correlation representation and dual manifold optimization

Expert Systems with Applications
2024-09 | Journal article
DOI: 10.1016/j.eswa.2024.123867
Contributors: Ronghua Shang; Lizhuo Gao; Haijing Chi; Jiarui Kong; Weitong Zhang; Songhua Xu
Source: check_circle
Crossref

Personalized Web Page Ranking Based Graph Convolutional Network for Community Detection in Attribute Networks

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3303210
Contributors: Weitong Zhang; Ronghua Shang; Zhiyuan Li; Rui Sun; Jun Du
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Crossref

Local Community Detection Algorithm Based on Alternating Strategy of Strong Fusion and Weak Fusion

IEEE Transactions on Cybernetics
2023-02 | Journal article
DOI: 10.1109/TCYB.2022.3159584
Contributors: Ronghua Shang; Weitong Zhang; Jingwen Zhang; Licheng Jiao; Yangyang Li; Rustam Stolkin
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Crossref

Hyperspectral Image Classification Based on Multiscale Cross-Branch Response and Second-Order Channel Attention

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2022.3184117
Contributors: Ronghua Shang; Huidong Chang; Weitong Zhang; Jie Feng; Yangyang Li; Licheng Jiao
Source: check_circle
Crossref

Hyperspectral Image Classification Based on Pyramid Coordinate Attention and Weighted Self-Distillation

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2022.3224604
Contributors: Ronghua Shang; Jinhong Ren; Songling Zhu; Weitong Zhang; Jie Feng; Yangyang Li; Licheng Jiao
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Crossref

Simplified Nonlocal Network Based on Adaptive Projection Attention Method for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2022.3223508
Contributors: Ronghua Shang; Wenjie Li; Weitong Zhang; Jie Feng; Yangyang Li; Licheng Jiao
Source: check_circle
Crossref

Uncorrelated feature selection via sparse latent representation and extended OLSDA

Pattern Recognition
2022-12 | Journal article
DOI: 10.1016/j.patcog.2022.108966
Contributors: Ronghua Shang; Jiarui Kong; Weitong Zhang; Jie Feng; Licheng Jiao; Rustam Stolkin
Source: check_circle
Crossref

Dynamic Immunization Node Model for Complex Networks Based on Community Structure and Threshold

IEEE Transactions on Cybernetics
2022-03 | Journal article
DOI: 10.1109/TCYB.2020.2989427
Contributors: Ronghua Shang; Weitong Zhang; Licheng Jiao; Xiangrong Zhang; Rustam Stolkin
Source: check_circle
Crossref

Peer review (9 reviews for 3 publications/grants)

Review activity for Applied intelligence. (5)
Review activity for Expert systems with applications. (3)
Review activity for Information sciences. (1)
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