Zijia Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Subspace Projections

Unsupervised Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Zijia Zhang, Yaoming Cai, Xiaobo Liu, Min Zhang, Yan Meng
An Efficient Graph Convolutional RVFL Network for Hyperspectral Image Classification. Remote. Sens. 16 (1) (2024)
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Zhihua Cai, Xiaobo Liu, Yao Ding
Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification. ACM Trans. Intell. Syst. Technol. 14 (3) (2023)
Zijia Zhang, Yaoming Cai, Wenyin Gong
Semi-supervised learning with graph convolutional extreme learning machines. Expert Syst. Appl. 213 (Part) (2023)
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Behnood Rasti, Xiaobo Liu, Zhihua Cai
Transformer-based contrastive prototypical clustering for multimodal remote sensing data. Inf. Sci. 649 (2023)
Zijia Zhang, Yaoming Cai, Wenyin Gong
Evolution-Driven Randomized Graph Convolutional Networks. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Zijia Zhang, Yaoming Cai, Wenyin Gong, Pedram Ghamisi, Xiaobo Liu, Richard Gloaguen
Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Yao Ding, Xiaobo Liu, Zhihua Cai, Richard Gloaguen
Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang
Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yun Hao, Jiaju Wu, Xiangkang Huang, Zijia Zhang, Fei Liu, Qingyao Wu
Speaker extraction network with attention mechanism for speech dialogue system. Serv. Oriented Comput. Appl. 16 (2) (2022)
Yaoming Cai, Yan Liu, Zijia Zhang, Zhihua Cai, Xiaobo Liu
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning. CIKM Workshops (2021)
Yaoming Cai, Zijia Zhang, Yan Liu, Pedram Ghamisi, Kun Li, Xiaobo Liu, Zhihua Cai
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning. CoRR (2021)
Yaoming Cai, Zijia Zhang, Qin Yan, Dongfang Zhang, Mst Jainab Banu
Densely connected convolutional extreme learning machine for hyperspectral image classification. Neurocomputing 434 (2021)
Yaoming Cai, Meng Zeng, Zhihua Cai, Xiaobo Liu, Zijia Zhang
Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering. Inf. Sci. 578 (2021)
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang, Qin Yan
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Yao Ding, Pedram Ghamisi
Fully Linear Graph Convolutional Networks for Semi-Supervised Learning and Clustering. CoRR (2021)
Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Zhihua Cai
Graph Convolutional Extreme Learning Machine. IJCNN (2020)
Chenliang Zhou, Dominic Kuang, Jingru Liu, Hanbo Yang, Zijia Zhang, Alan K. Mackworth, David L. Poole
AISpace2: An Interactive Visualization Tool for Learning and Teaching Artificial Intelligence. AAAI (2020)
Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang, Qin Yan
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image. CoRR (2020)
Yaoming Cai, Zijia Zhang, Xiaobo Liu, Zhihua Cai
Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Zijia Zhang, Yaoming Cai, Dongfang Zhang
Solving Ordinary Differential Equations With Adaptive Differential Evolution. IEEE Access 8 (2020)
Xiang Li, Zijia Zhang
Research and Analysis for Real-Time Streaming Big Data Based on Controllable Clustering and Edge Computing Algorithm. IEEE Access 7 (2019)
Yajie Sun, Yonghong Zhang, Chengshan Qian, Zijia Zhang
Near-Field Ultrasonic Phased Array Deflection Focusing Based CFRP Wing Box Structural Health Monitoring. Int. J. Distributed Sens. Networks 9 (2013)