Zijia Zhang

22 papers B 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Anchor-Guided Scalable Deep Subspace Clustering.
PRCV (1)
Jiale Li, Yaoming Cai, Zijia Zhang, Yao Ding, Fei Li
2025 J jnl
Learning Unified Anchor Graph for Joint Clustering of Hyperspectral and LiDAR Data.
IEEE Trans. Neural Networks Learn. Syst.
Yaoming Cai, Zijia Zhang, Xiaobo Liu, Yao Ding, Fei Li, Jinhua Tan
2025 J jnl
MMAGL: Multiobjective Multiview Attributed Graph Learning for Joint Clustering of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Cheng Zeng, Gan Yu
2025 — conf
Uncertainty-Aware Deep Anchor Graph Learning for Multimodal Remote Sensing Image Clustering.
PRCV (6)
Xiaodi Yu, Yaoming Cai, Zijia Zhang, Yao Ding, Xiaobo Liu, Fei Li
2024 J jnl
An Efficient Graph Convolutional RVFL Network for Hyperspectral Image Classification.
Remote. Sens.
Zijia Zhang, Yaoming Cai, Xiaobo Liu, Min Zhang, Yan Meng
2023 J jnl
Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification.
ACM Trans. Intell. Syst. Technol.
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Zhihua Cai, Xiaobo Liu, Yao Ding
2023 J jnl
Semi-supervised learning with graph convolutional extreme learning machines.
Expert Syst. Appl.
Zijia Zhang, Yaoming Cai, Wenyin Gong
2023 J jnl
Transformer-based contrastive prototypical clustering for multimodal remote sensing data.
Inf. Sci.
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Behnood Rasti, Xiaobo Liu, Zhihua Cai
2022 J jnl
Evolution-Driven Randomized Graph Convolutional Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Zijia Zhang, Yaoming Cai, Wenyin Gong
2022 J jnl
Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zijia Zhang, Yaoming Cai, Wenyin Gong, Pedram Ghamisi, Xiaobo Liu, Richard Gloaguen
2022 J jnl
Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett.
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang
2022 J jnl
Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Yao Ding, Xiaobo Liu, Zhihua Cai, Richard Gloaguen
2021 J jnl
Densely connected convolutional extreme learning machine for hyperspectral image classification.
Neurocomputing
Yaoming Cai, Zijia Zhang, Qin Yan, Dongfang Zhang, Mst Jainab Banu
2021 J jnl
Fully Linear Graph Convolutional Networks for Semi-Supervised Learning and Clustering.
CoRR
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Yao Ding, Pedram Ghamisi
2021 J jnl
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang, Qin Yan
2021 J jnl
Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering.
Inf. Sci.
Yaoming Cai, Meng Zeng, Zhihua Cai, Xiaobo Liu, Zijia Zhang
2021 — conf
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning.
CIKM Workshops
Yaoming Cai, Yan Liu, Zijia Zhang, Zhihua Cai, Xiaobo Liu
2021 J jnl
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning.
CoRR
Yaoming Cai, Zijia Zhang, Yan Liu, Pedram Ghamisi, Kun Li, Xiaobo Liu, Zhihua Cai
2020 J jnl
Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yaoming Cai, Zijia Zhang, Xiaobo Liu, Zhihua Cai
2020 B conf
Graph Convolutional Extreme Learning Machine.
IJCNN
Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Zhihua Cai
2020 J jnl
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image.
CoRR
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang, Qin Yan
2020 J jnl
Solving Ordinary Differential Equations With Adaptive Differential Evolution.
IEEE Access
Zijia Zhang, Yaoming Cai, Dongfang Zhang