Peng Zhou

82 papers A* 24A 8B 1Misc 4Journal 41Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dual mixture-of-experts framework for multi-view K-means clustering with view balance and regional sparsity.
Inf. Fusion
Liang Du, Yukai Shi, Yan Chen, Feijiang Li, Peng Zhou, Lei Duan, Yuhua Qian
2026 J jnl
Graph Diffusion Enhanced Contrastive Representation Learning on Topology and Feature Space for Community Detection.
IEEE Trans. Emerg. Top. Comput. Intell.
Lei Zhang, Fubo Sun, Zeqi Wu, Wuji Zhang, Haipeng Yang, Peng Zhou
2026 J jnl
Interpretable Subspace Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Zhang, Peng Zhou, Aiting Yao, Liang Du, Xinwang Liu
2026 J jnl
Multi-granularity unsupervised feature selection based on the entropy ball model.
Inf. Sci.
Xia Ji, Wanyu Duan, Jianhua Peng, Yanqi Shen, Peng Zhou
2026 — conf
Self-Enhanced Density Clustering for High Dimension and Low Sample Size Data.
KDD (1)
Bingbing Jiang, Zhongli Wang, Jie Yang, Guangkui Xu, Wei Chen, Chenglong Zhang, Xinyan Liang, Peng Zhou, Weiguo Sheng, Weiping Ding
2025 A* conf
Balanced Multiple Kernel Clustering with Discrete Partition Entropy Auto Regularization.
ACM Multimedia
Yan Chen, Bingbing Jiang, Peng Zhou, Lei Duan, Yuhua Qian, Liang Du
2025 J jnl
Clustering Ensemble Based on Fuzzy Matrix Self-Enhancement.
IEEE Trans. Knowl. Data Eng.
Xia Ji, Jiawei Sun, Jianhua Peng, Yue Pang, Peng Zhou
2025 A* conf
Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering.
AAAI
Bingbing Jiang, Chenglong Zhang, Xinyan Liang, Peng Zhou, Jie Yang, Xingyu Wu, Junyi Guan, Weiping Ding, Weiguo Sheng
2025 Misc conf
Consensus Graph Filter Learning for Multiple Graph Clustering.
ICASSP
Jiale Zou, Yan Chen, Peng Zhou, Chao Wen, Liang Du, Yuhua Qian
2025 J jnl
Fair Clustering Ensemble With Equal Cluster Capacity.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Zhou, Rongwen Li, Zhaolong Ling, Liang Du, Xinwang Liu
2025 J jnl
Label-Aware Causal Feature Selection.
IEEE Trans. Knowl. Data Eng.
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
2025 A* conf
Local Causal Discovery Without Causal Sufficiency.
AAAI
Zhaolong Ling, Jiale Yu, Yiwen Zhang, Debo Cheng, Peng Zhou, Xingyu Wu, Bingbing Jiang, Kui Yu
2025 A* conf
Multi-view Clustering via Multi-granularity Ensemble.
IJCAI
Jie Yang, Wei Chen, Feng Liu, Peng Zhou, Zhongli Wang, Xinyan Liang, Bingbing Jiang
2025 A* conf
Robust Tensor Learning with Graph Diffusion for Scalable Multi-view Graph Clustering.
ACM Multimedia
Jiale Zou, Yan Chen, Bingbing Jiang, Peng Zhou, Liang Du, Lei Duan, Yuhua Qian
2025 J jnl
Scalable Fuzzy Clustering With Collaborative Structure Learning and Preservation.
IEEE Trans. Fuzzy Syst.
Bingbing Jiang, Chenglong Zhang, Zhongli Wang, Xinyan Liang, Peng Zhou, Liang Du, Qinghua Zhang, Weiping Ding, Yi Liu
2025 A conf
Scalable Multi-Kernel Clustering with Dynamic Procrustes.
ICME
Lizhu Wu, Yan Chen, Peng Zhou, Liang Du
2025 J jnl
Self-paced learning for anchor-based multi-view clustering: A progressive approach.
Neurocomputing
Xia Ji, Xinran Cheng, Peng Zhou
2025 A* conf
Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization.
AAAI
Liang Du, Henghui Jiang, Xiaodong Li, Yiqing Guo, Yan Chen, Feijiang Li, Peng Zhou, Yuhua Qian
2025 Misc conf
Unsupervised Multi-View Outlier Detection via Optimal Graph Filtering.
ICASSP
Zhiguo Hu, Ning Wang, Peng Zhou, Liang Du, Yuhua Qian, Cheng Wang, Yanming Zhang
2025 A* conf
Wavelet Multi-scale Region-Enhanced Network for Medical Image Segmentation.
IJCAI
Hang Lu, Liang Du, Peng Zhou
2024 J jnl
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks.
IEEE Trans. Comput. Soc. Syst.
Haipeng Yang, Bin Li, Fan Cheng, Peng Zhou, Renzhi Cao, Lei Zhang
2024 J jnl
Active Clustering Ensemble With Self-Paced Learning.
IEEE Trans. Neural Networks Learn. Syst.
Peng Zhou, Bicheng Sun, Xinwang Liu, Liang Du, Xuejun Li
2024 A* conf
Active Deep Multi-view Clustering.
IJCAI
Helin Zhao, Wei Chen, Peng Zhou
2024 J jnl
Clustering Ensemble via Diffusion on Adaptive Multiplex.
IEEE Trans. Knowl. Data Eng.
Peng Zhou, Boao Hu, Dengcheng Yan, Liang Du
2024 J jnl
Clustering ensemble algorithm with high-order consistency learning.
CoRR
Jianwen Gan, Yan Chen, Peng Zhou, Liang Du
2024 A conf
Deep Self-paced Active Learning for Image Clustering.
ICME
Helin Zhao, Wei Chen, Peng Zhou
2024 — conf
Dual-Enhanced Disentangled Multi-View Clustering.
MMAsia
Zhiqian Dong, Sheng Yang, Peng Zhou
2024 A* conf
Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference.
IJCAI
Chenglong Zhang, Yang Fang, Xinyan Liang, Han Zhang, Peng Zhou, Xingyu Wu, Jie Yang, Bingbing Jiang, Weiguo Sheng
2024 J jnl
Fair Feature Selection: A Causal Perspective.
ACM Trans. Knowl. Discov. Data
Zhaolong Ling, Enqi Xu, Peng Zhou, Liang Du, Kui Yu, Xindong Wu
2024 A* conf
Fair Kernel K-Means: from Single Kernel to Multiple Kernel.
NeurIPS
Peng Zhou, Rongwen Li, Liang Du
2024 A* conf
Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering.
ACM Multimedia
Liang Du, Yukai Shi, Yan Chen, Peng Zhou, Yuhua Qian
2024 J jnl
Feature Graph Augmented Network Representation for Community Detection.
IEEE Trans. Comput. Soc. Syst.
Lei Zhang, Zeqi Wu, Haipeng Yang, Wuji Zhang, Peng Zhou
2024 J jnl
Heat Kernel Diffusion for Enhanced Late Fusion Multi-View Clustering.
IEEE Signal Process. Lett.
Gui Yang, Jiale Zou, Yan Chen, Liang Du, Peng Zhou
2024 Misc conf
Higher Order Multiple Graph Filtering for Structured Graph Learning.
ICASSP
Liang Du, Xiaodong Li, Yan Chen, Gui Yang, Mian Ilyas Ahmad, Peng Zhou
2024 A conf
Jointly Learn the Base Clustering and Ensemble for Deep Image Clustering.
ICME
Chen Liang, Zhiqian Dong, Sheng Yang, Peng Zhou
2024 Misc conf
K-Means Clustering Based on Chebyshev Polynomial Graph Filtering.
ICASSP
Liang Du, Yunhui Liang, Mian Ilyas Ahmad, Peng Zhou
2024 B conf
Multi-View Semi-Supervised Feature Selection with Graph Convolutional Networks.
IJCNN
Zihao Xu, Chenglong Zhang, Zhaolong Ling, Peng Zhou, Yan Zhong, Li Li, Han Zhang, Weiguo Sheng, Bingbing Jiang
2024 J jnl
Multi-view Outlier Detection via Graphs Denoising.
Inf. Fusion
Boao Hu, Xu Wang, Peng Zhou, Liang Du
2024 J jnl
Multiple Kernel Clustering via Local Regression Integration.
CoRR
Liang Du, Xin Ren, Haiying Zhang, Peng Zhou
2024 J jnl
Multiple kernel clustering with local kernel reconstruction and global heat diffusion.
Inf. Fusion
Yan Chen, Liang Du, Peng Zhou, Lei Duan, Yuhua Qian
2024 A* conf
One-Stage Fair Multi-View Spectral Clustering.
ACM Multimedia
Rongwen Li, Haiyang Hu, Liang Du, Jiarong Chen, Bingbing Jiang, Peng Zhou
2024 J jnl
Partial Clustering Ensemble.
IEEE Trans. Knowl. Data Eng.
Peng Zhou, Liang Du, Xinwang Liu, Zhaolong Ling, Xia Ji, Xuejun Li, Yi-Dong Shen
2024 A* conf
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion.
ACM Multimedia
Chenglong Zhang, Xinyan Liang, Peng Zhou, Zhaolong Ling, Yingwei Zhang, Xingyu Wu, Weiguo Sheng, Bingbing Jiang
2024 J jnl
Sharper Error Bounds in Late Fusion Multi-view Clustering Using Eigenvalue Proportion.
CoRR
Liang Du, Henghui Jiang, Xiaodong Li, Yiqing Guo, Yan Chen, Feijiang Li, Peng Zhou, Yuhua Qian
2024 — conf
Swin-HAUnet: A Swin-Hierarchical Attention Unet For Enhanced Medical Image Segmentation.
PRCV (14)
Jiarong Chen, Xuyang Zhang, Rongwen Li, Peng Zhou
2024 J jnl
Symmetry Nonnegative Matrix Factorization Algorithm Based on Self-paced Learning.
CoRR
Lei Wang, Liang Du, Peng Zhou, Peng Wu
2024 J jnl
Unsupervised Feature Selection Algorithm Based on Dual Manifold Re-ranking.
CoRR
Yunhui Liang, Jianwen Gan, Yan Chen, Peng Zhou, Liang Du
2024 J jnl
Unsupervised Feature Selection Algorithm Based on Graph Filtering and Self-representation.
CoRR
Yunhui Liang, Jianwen Gan, Yan Chen, Peng Zhou, Liang Du
2024 J jnl
Unsupervised feature selection algorithm framework based on neighborhood interval disturbance fusion.
CoRR
Xiaolin Lv, Liang Du, Peng Zhou, Peng Wu
2023 J jnl
A Light Causal Feature Selection Approach to High-Dimensional Data.
IEEE Trans. Knowl. Data Eng.
Zhaolong Ling, Ying Li, Yiwen Zhang, Kui Yu, Peng Zhou, Bo Li, Xindong Wu
2023 J jnl
Adaptive Consensus Clustering for Multiple K-Means Via Base Results Refining.
IEEE Trans. Knowl. Data Eng.
Peng Zhou, Liang Du, Xuejun Li
2023 J jnl
Balanced Spectral Feature Selection.
IEEE Trans. Cybern.
Peng Zhou, Jiangyong Chen, Liang Du, Xuejun Li
2023 J jnl
Bi-level ensemble method for unsupervised feature selection.
Inf. Fusion
Peng Zhou, Xia Wang, Liang Du
2023 A conf
Intensifying The Consistency of Pseudo Label Refinement for Unsupervised Domain Adaptation Person Re-Identification.
ICME
Linfan Zha, Yanming Chen, Peng Zhou, Yiwen Zhang
2023 A* conf
Learnable Graph Filter for Multi-view Clustering.
ACM Multimedia
Peng Zhou, Liang Du
2023 A conf
Medical Image Super-Resolution via Diagnosis-Guided Attention.
ICME
Jingwei Wang, Peng Zhou, Xianjun Han, Yanming Chen
2023 J jnl
Multi-scale graph classification with shared graph neural network.
World Wide Web (WWW)
Peng Zhou, Zongqian Wu, Guoqiu Wen, Kun Tang, Junbo Ma
2023 J jnl
Self-paced Adaptive Bipartite Graph Learning for Consensus Clustering.
ACM Trans. Knowl. Discov. Data
Peng Zhou, Xinwang Liu, Liang Du, Xuejun Li
2023 A* conf
Totally Dynamic Hypergraph Neural Networks.
IJCAI
Peng Zhou, Zongqian Wu, Xiangxiang Zeng, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu
2022 J jnl
Active deep image clustering.
Knowl. Based Syst.
Bicheng Sun, Peng Zhou, Liang Du, Xuejun Li
2022 J jnl
Clustering ensemble via structured hypergraph learning.
Inf. Fusion
Peng Zhou, Xia Wang, Liang Du, Xuejun Li
2022 A conf
FRATCF: Feature-Residue Real-Time UAV Tracking Based on Automatic Spatio-Temporal Regularization Correlation Filter.
ICME
Yuan Yuan, Yanming Chen, Yueqing Jing, Peng Zhou, Yiwen Zhang
2022 A* conf
Information Augmentation for Few-shot Node Classification.
IJCAI
Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu
2021 J jnl
Self-Paced Clustering Ensemble.
IEEE Trans. Neural Networks Learn. Syst.
Peng Zhou, Liang Du, Xinwang Liu, Yi-Dong Shen, Mingyu Fan, Xuejun Li
2021 J jnl
Top-k Feature Selection Framework Using Robust 0-1 Integer Programming.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoqin Zhang, Mingyu Fan, Di Wang, Peng Zhou, Dacheng Tao
2021 A* conf
Tri-level Robust Clustering Ensemble with Multiple Graph Learning.
AAAI
Peng Zhou, Liang Du, Yi-Dong Shen, Xuejun Li
2020 A* conf
Self-paced Consensus Clustering with Bipartite Graph.
IJCAI
Peng Zhou, Liang Du, Xuejun Li
2020 J jnl
Unsupervised Dual Learning for Feature and Instance Selection.
IEEE Access
Liang Du, Xin Ren, Peng Zhou, Zhiguo Hu
2020 J jnl
Unsupervised feature selection for balanced clustering.
Knowl. Based Syst.
Peng Zhou, Jiangyong Chen, Mingyu Fan, Liang Du, Yi-Dong Shen, Xuejun Li
2020 J jnl
Unsupervised feature selection with adaptive multiple graph learning.
Pattern Recognit.
Peng Zhou, Liang Du, Xuejun Li, Yi-Dong Shen, Yuhua Qian
2019 A conf
Incremental Multi-view Support Vector Machine.
SDM
Peng Zhou, Yi-Dong Shen, Liang Du, Fan Ye
2019 J jnl
Incremental multi-view spectral clustering.
Knowl. Based Syst.
Peng Zhou, Yi-Dong Shen, Liang Du, Fan Ye, Xuejun Li
2019 — conf
Lightweight Outsourced Privacy-Preserving Heart Failure Prediction Based on GRU.
ICA3PP (2)
Zuobin Ying, Shuanglong Cao, Peng Zhou, Shun Zhang, Ximeng Liu
2019 J jnl
Local Graph Reconstruction for Parameter Free Unsupervised Feature Selection.
IEEE Access
Liang Du, Chaohong Ren, Xiaolin Lv, Yan Chen, Peng Zhou, Zhiguo Hu
2019 J jnl
Unsupervised Robust Multiple Kernel Learning via Extracting Local and Global Noises.
IEEE Access
Peng Zhou, Fan Ye, Liang Du
2015 A conf
An LLE based Heterogeneous Metric Learning for Cross-media Retrieval.
SDM
Peng Zhou, Liang Du, Mingyu Fan, Yi-Dong Shen
2015 A* conf
Convex Batch Mode Active Sampling via α-Relative Pearson Divergence.
AAAI
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen
2015 A* conf
Experimental Design with Multiple Kernels.
ICDM
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yuhua Qian, Yi-Dong Shen
2015 A* conf
Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization.
IJCAI
Peng Zhou, Liang Du, Hanmo Wang, Lei Shi, Yi-Dong Shen
2015 A* conf
Recovery of Corrupted Multiple Kernels for Clustering.
IJCAI
Peng Zhou, Liang Du, Lei Shi, Hanmo Wang, Yi-Dong Shen
2015 A* conf
Robust Multiple Kernel K-means Using L21-Norm.
IJCAI
Liang Du, Peng Zhou, Lei Shi, Hanmo Wang, Mingyu Fan, Wenjian Wang, Yi-Dong Shen
2013 A* conf
Local and Global Discriminative Learning for Unsupervised Feature Selection.
ICDM
Liang Du, Zhiyong Shen, Xuan Li, Peng Zhou, Yi-Dong Shen