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Renxiang Guan
Observed name:
Guan, Renxiang
Institutions:
National University of Defense Technology,
Northeastern University
Observed institutions:
Central South University of Forestry and Technology,
National University of Defense Technology,
China University of Geosciences,
Northeastern University
ORCID:
0000-0002-7201-9208
Observed ORCID:
0000-0002-7201-9208
OpenAlex ID:
A5007770497
Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks
2024
·
Renxiang Guan
, Zihao Li
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
133
PDF
Attribute-Missing Graph Clustering Network
2024
·
Wenxuan Tu
, Renxiang Guan
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
61
PDF
SMWE-GFPNNet: A high-precision and robust method for forest fire smoke detection
2024
·
Rui Li
, Yaowen Hu
, et al.
·
Knowledge-Based Systems
·
61
Spatial–Spectral Graph Contrastive Clustering With Hard Sample Mining for Hyperspectral Images
2024
·
Renxiang Guan
, Wenxuan Tu
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
61
Pixel-Superpixel Contrastive Learning and Pseudo-Label Correction for Hyperspectral Image Clustering
2024
·
Renxiang Guan
, Zihao Li
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
59
PDF
LUFFD-YOLO: A Lightweight Model for UAV Remote Sensing Forest Fire Detection Based on Attention Mechanism and Multi-Level Feature Fusion
2024
·
Yuhang Han
, Bingchen Duan
, et al.
·
Remote Sensing
·
58
Classification of Heterogeneous Mining Areas Based on ResCapsNet and Gaofen-5 Imagery
2022
·
Renxiang Guan
, Zihao Li
, et al.
·
Remote Sensing
·
51
PDF
scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic data
2024
·
Dayu Hu
, Renxiang Guan
, et al.
·
Briefings in Bioinformatics
·
40
PDF
Adaptive Multi-Feature Fusion Graph Convolutional Network for Hyperspectral Image Classification
2023
·
Jie Liu
, Renxiang Guan
, et al.
·
Remote Sensing
·
39
PDF
Sampling Enhanced Contrastive Multi-View Remote Sensing Data Clustering With Long-Short Range Information Mining
2025
·
Renxiang Guan
, Tianrui Liu
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
38
SSMA-YOLO: A Lightweight YOLO Model with Enhanced Feature Extraction and Fusion Capabilities for Drone-Aerial Ship Image Detection
2024
·
Yuhang Han
, Jizhuang Guo
, et al.
·
Drones
·
37
PDF
Hyperspectral Video Tracking With Spectral–Spatial Fusion and Memory Enhancement
2025
·
Yuzeng Chen
, Qiangqiang Yuan
, et al.
·
IEEE Transactions on Image Processing
·
34
A novel scene coupling semantic mask network for remote sensing image segmentation
2025
·
Xiaowen Ma
, Rongrong Lian
, et al.
·
ISPRS Journal of Photogrammetry and Remote Sensing
·
32
PDF
Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data
2025
·
Renxiang Guan
, Wenxuan Tu
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
30
PDF
Single-Cell Multi-View Clustering via Community Detection With Unknown Number of Clusters
2025
·
Dayu Hu
, Renxiang Guan
, et al.
·
IEEE Transactions on Computational Biology and Bioinformatics
·
20
PDF
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering
2024
·
Jingxin Wang
, Renxiang Guan
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
19
PDF
Remote Sensing Scene Data Generation Using Element Geometric Transformation and GAN-Based Texture Synthesis
2022
·
Zhaoyang Liu
, Renxiang Guan
, et al.
·
Applied Sciences
·
16
PDF
Spatial-Spectral Adaptive Graph Convolutional Subspace Clustering for Hyperspectral Image
2024
·
Yuqi Liu
, Enshuo Zhu
, et al.
·
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
·
15
Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
2025
·
Jiyuan Liu
, Xinwang Liu
, et al.
·
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
·
14
Superpixel-Based Dual-Neighborhood Contrastive Graph Autoencoder for Deep Subspace Clustering of Hyperspectral Image
2024
·
Junhong Li
, Renxiang Guan
, et al.
·
Lecture notes in computer science
·
14
FACNet: A high-precision pumpkin seedling point cloud organ segmentation method
2025
·
Zerui Liu
, Junhong Zhao
, et al.
·
Computers and Electronics in Agriculture
·
11
Prototype-Driven Multi-View Attribute-Missing Graph Clustering
2025
·
Renxiang Guan
, Wenxuan Tu
, et al.
·
IEEE Transactions on Multimedia
·
11
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images
2024
·
Renxiang Guan
, Zihao Li
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
10
PDF
A Precise Segmentation Algorithm of Pumpkin Seedling Point Cloud Stem Based on CPHNet
2024
·
Rui Li
, Junhong Zhao
, et al.
·
Plants
·
8
Superpixel-Level Hypergraph Regularized Multiview Clustering for Hyperspectral Images
2026
·
Shujun Yang
, Kangning Cui
, et al.
·
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
·
7
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Works count:
58
Citation count:
925
H-index:
16
I10-index:
23
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