Bin Zhang

30 papers A 1Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Multi-View Clustering via Essential Tensorized Bipartite Graph Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Wanrong Gu, Junlong Guo, Haiyan Wang, Guangyu Zhang, Bin Zhang, Jiazhou Chen, Hongmin Cai
2025 J jnl
Unsupervised Dual Deep Hashing With Semantic-Index and Content-Code for Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Bin Zhang, Yue Zhang, Junyu Li, Jiazhou Chen, Tatsuya Akutsu, Yiu-ming Cheung, Hongmin Cai
2024 J jnl
Accurate multi-view clustering to seek the cross-viewed yet uniform sample assignment via tensor feature matching.
Inf. Sci.
Yue Zhang, Wuxiu Quan, Tatsuya Akutsu, Li Liu, Hongmin Cai, Bin Zhang
2024 J jnl
Corrigendum to "DeepGA for automatically estimating fetal gestational age through ultrasound imaging" [Artif. Intell. Med. 135 (2023) 102453].
Artif. Intell. Medicine
Tingting Dan, Xijie Chen, Miao He, Hongmei Guo, Xiaoqin He, Jiazhou Chen, Jianbo Xian, Yu Hu, Bin Zhang, Nan Wang, Hongning Xie, Hongmin Cai
2024 J jnl
Unsupervised Dual Hashing Coding (UDC) on Semantic Tagging and Sample Content for Cross-Modal Retrieval.
IEEE Trans. Multim.
Hongmin Cai, Bin Zhang, Junyu Li, Bin Hu, Jiazhou Chen
2024 J jnl
Unsupervised Feature Selection via Collaborative Embedding Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Junyu Li, Fei Qi, Xin Sun, Bin Zhang, Xiangmin Xu, Hongmin Cai
2023 J jnl
DeepGA for automatically estimating fetal gestational age through ultrasound imaging.
Artif. Intell. Medicine
Tingting Dan, Xijie Chen, Miao He, Hongmei Guo, Xiaoqin He, Jiazhou Chen, Jianbo Xian, Yu Hu, Bin Zhang, Nan Wang, Hongning Xie, Hongmin Cai
2023 J jnl
Two-Dimensional Unsupervised Feature Selection via Sparse Feature Filter.
IEEE Trans. Cybern.
Junyu Li, Jiazhou Chen, Fei Qi, Tingting Dan, Wanlin Weng, Bin Zhang, Haoliang Yuan, Hongmin Cai, Cheng Zhong
2022 — conf
Accurate Multi-view Clustering by Exploiting Within-view High-order Affinities through Tensor Self-representation.
BIBM
Haiyan Wang, Jiazhou Chen, Bin Zhang, Hongmin Cai
2022 J jnl
Deep Multiview Clustering via Iteratively Self-Supervised Universal and Specific Space Learning.
IEEE Trans. Cybern.
Yue Zhang, Qinjian Huang, Bin Zhang, Shengfeng He, Tingting Dan, Hong Peng, Hongmin Cai
2022 J jnl
Fast and Accurate Clustering of Multiple Modality Data via Feature Matching.
IEEE Trans. Cybern.
Bin Zhang, Hongmin Cai, Jiazhou Chen, Yu Hu, Jie Huang, Wentao Rong, Wanlin Weng, Qinjian Huang, Haiyan Wang, Hong Peng
2022 J jnl
Patient subgrouping with distinct survival rates via integration of multiomics data on a Grassmann manifold.
BMC Medical Informatics Decis. Mak.
Ali Alfatemi, Hong Peng, Wentao Rong, Bin Zhang, Hongmin Cai
2022 J jnl
SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance.
Medical Image Anal.
Guihua Tao, Haojiang Li, Jiabin Huang, Chu Han, Jiazhou Chen, Guangying Ruan, Wenjie Huang, Yu Hu, Tingting Dan, Bin Zhang, Shengfeng He, Lizhi Liu, Hongmin Cai
2021 J jnl
Evaluation of gene-drug common module identification methods using pharmacogenomics data.
Briefings Bioinform.
Jie Huang, Jiazhou Chen, Bin Zhang, Lei Zhu, Hongmin Cai
2021 J jnl
Fusion of multi-source retinal fundus images via automatic registration for clinical diagnosis.
Neurocomputing
Tingting Dan, Yu Hu, Chu Han, Zhihao Fan, Zhuobin Huang, Bin Zhang, Guihua Tao, Baoyi Liu, Honghua Yu, Hongmin Cai
2021 — conf
Incorporating Discrete Wavelet Transformation Decomposition Convolution into Deep Network to Achieve Light Training.
ICANN (2)
Guihua Tao, Wentao Rong, Wanlin Weng, Tingting Dan, Bin Zhang, Hongmin Cai
2021 J jnl
Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning.
Inf. Sci.
Haiyan Wang, Guoqiang Han, Junyu Li, Bin Zhang, Jiazhou Chen, Yu Hu, Chu Han, Hongmin Cai
2021 — conf
Multi-Omics Data Clustering via the Guidance of Highly Correlated Features.
BIBM
Bin Zhang, Hongmin Cai
2021 J jnl
Multi-View Learning a Decomposable Affinity Matrix via Tensor Self-Representation on Grassmann Manifold.
IEEE Trans. Image Process.
Haiyan Wang, Guoqiang Han, Bin Zhang, Guihua Tao, Hongmin Cai
2021 A conf
Multi-View Tensor Clustering Through Exploiting Both Within-View and Across-View High-Order Correlations.
ICME
Haiyan Wang, Guoqiang Han, Yu Hu, Hong Peng, Jiazhou Chen, Bin Zhang, Hongmin Cai
2020 J jnl
Exsavi: Excavating both sample-wise and view-wise relationships to boost multi-view subspace clustering.
Neurocomputing
Haiyan Wang, Guoqiang Han, Bin Zhang, Guihua Tao, Hongmin Cai
2020 — conf
Reconstruction of 3D Retina from Multi-viewed Stereo Fundus Images via Dynamic Registration.
BIBM
Tingting Dan, Zhihao Fan, Yu Hu, Bin Zhang, Guihua Tao, Hongmin Cai
2020 — conf
Tensor-based Low-rank and Graph Regularized Representation Learning for Multi-view Clustering.
BIBM
Haiyan Wang, Guoqiang Han, Bin Zhang, Yu Hu, Hong Peng, Chu Han, Hongmin Cai
2019 J jnl
Cross-media retrieval based on linear discriminant analysis.
Multim. Tools Appl.
Yudan Qi, Huaxiang Zhang, Bin Zhang, Li Wang, Shunxin Zheng
2019 J jnl
Graph steered discriminative projections based on collaborative representation for Image recognition.
Multim. Tools Appl.
Li Liu, Bin Zhang, Huaxiang Zhang, Na Zhang
2019 J jnl
Modal-Dependent Retrieval Based on Mid-Level Semantic Enhancement Space.
IEEE Access
Shunxin Zheng, Huaxiang Zhang, Yudan Qi, Bin Zhang
2018 J jnl
Cross-media retrieval with collective deep semantic learning.
Multim. Tools Appl.
Bin Zhang, Lei Zhu, Jiande Sun, Huaxiang Zhang
2018 J jnl
Modality-Reconstructed Cross-Media Retrieval via Sparse Neural Networks Pre-Trained by Restricted Boltzmann Machines.
J. Adv. Comput. Intell. Intell. Informatics
Bin Zhang, Huaxiang Zhang, Jiande Sun, Zhenhua Wang, Hongchen Wu, Xiao Dong
2018 J jnl
Semi-supervised modality-dependent cross-media retrieval.
Multim. Tools Appl.
Xiao Dong, Jiande Sun, Peiyong Duan, Lili Meng, Yanyan Tan, Wenbo Wan, Hongchen Wu, Bin Zhang, Huaxiang Zhang
2017 — conf
Cross-Media Semantic Matching via Sparse Neural Network Pre-trained by Deep Restricted Boltzmann Machines.
ICIMCS
Bin Zhang, Huaxiang Zhang, Jiande Sun, Zhenhua Wang, Hongchen Wu, Xiao Dong