Zhenwen Ren (任珍文) | Personal webpage of Zhenwen Ren.

Zhenwen Ren

Professor, Doctoral Supervisor, CCF Senior Member, and IEEE Member
School of National Defence Science and Technology, Southwest University of Science and Technology, China, 2015-
Sichuan Civil-military Integration Institute, China, 2022-
Southwest Automation Research Institute, China, 2022-
School of Computer Science and Engineering, Nanjing University of Science and Technology, China, 2017-2021
Alibaba Group, China, 2014
Email: rzw@njust.edu.cn

Publications

LSVC: A Lifelong Learning Approach for Stream View Clustering
Haoran Li, Zhenwen Ren^#, Yulan Guo*, Jiali You, and Xiaojian You
IEEE Transactions on Neural Networks and Learning Systems Corresponding author 2024
Incomplete Multi-view Clustering with Paired and Balanced Dynamic Anchor Learning
Xingfeng Li, Yuangang Pan, Yuan Sun, Quansen Sun, Yinghui Sun*, Ivor W. Tsang, and Zhenwen Ren^#
IEEE Transactions on Multimedia Corresponding author 2024
Graph Proxy Fusion: Consensus Graph Intermediated Multi-view Local Information Fusion Clustering
Haoran Li, Yulan Guo*, Jiali You, Xiaojian You, and Zhenwen Ren^#
IEEE Transactions on Multimedia Corresponding author 2024
Scalable Unpaired Multi-view Clustering with Bipartite Graph Matching
Xingfeng Li, Yuangang Pan, Yuan Sun, Yinghui Sun, Quansen Sun, Zhenwen Ren^#, and Ivor W. Tsang
Information Fusion Corresponding author 2024
Multiple Kernel Clustering with Shifted Laplacian on Grassmann Manifold
Xi Wu, Chuang Huang, Xinliu Liu, Fei Zhou, and Zhenwen Ren^#
ACM Multimedia (MM) Corresponding author 2024 Top tier conference (CCF-A)
Improved Weighted Tensor Schatten 𝑝-Norm for Fast Multi-view Graph Clustering
Yinghui Sun, Xingfeng Li, Sun Quansen, Min-Ling Zhang, and Zhenwen Ren^#
ACM Multimedia (MM) Corresponding author 2024 Top tier conference (CCF-A) Code
Robust Prototype Completion for Incomplete Multi-view Clustering
Honglin Yuan, Shiyun Lai, Xingfeng Li, Jian Dai, Yuan Sun#, and Zhenwen Ren^#
ACM Multimedia (MM) Corresponding author 2024 Code Top tier conference (CCF-A)
Distribution Consistency Guided Hashing for Cross-Modal Retrieval
Yuan Sun, Kaiming Liu, Yongxiang Li, Zhenwen Ren, Jian Dai, Dezhong Peng
ACM Multimedia (MM) 2024 Top tier conference (CCF-A)
Fast Unpaired Multi-view Clustering
Xingfeng Li, Yugang Pan, Yinghui Sun, Quansen Sun#, Ivor Tsang, Zhenwen Ren^#
International Joint Conference on Artificial Intelligence (IJCAI) Corresponding author 2024 Top tier conference (CCF-A)
Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval
Kaiming Liu, Yunhong Gong, Yu Cao, Zhenwen Ren, Dezhong Peng, and Yuan sun#
International Joint Conference on Artificial Intelligence (IJCAI)2024 Top tier conference (CCF-A)
Distribution Consistency based Fast Anchor Imputation for Incomplete Multi-view
Xingfeng Li, Yinghui Sun^#, Quansen Sun, Jian Dai, and Zhenwen Ren^#
ACM Multimedia (MM) Corresponding author 2023 Top tier conference (CCF-A)
Stepwise Refinement Short Hashing for Image Retrieval
Yuan Sun, Dezhong Peng^#, Jian Dai, and Zhenwen Ren^#
ACM Multimedia (MM) Corresponding author 2023 Top tier conference (CCF-A)
Cross-view Cluster-level Anchor Alignment Guided Incomplete Multi-view Clustering
Xingfeng Li, Yinghui Sun, Quansen Sun, Zhenwen Ren^#, and Yuan Sun
Information Fusion Corresponding author 2023
Parameter-free Shifted Laplacian Reconstruction for Multiple Kernel Clustering
Xi Wu, Zhenwen Ren^#, and F. Richard Yu
IEEE/CAA Journal of Automatica Sinica Corresponding author 2023
Architecture Alternative Deep Multi-view Clustering
Ke Ping, Shuxiao Li, Chuhan Wu, and Zhenwen Ren^#
IEEE Signal Processing Letters Corresponding author 2023
Learning Optical Expansion from Scale Matching
Han Ling, Zhenwen Ren^#, Yinghui Sun, Quansen Sun^#
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Corresponding author 2023 Top tier conference (CCF-A)
One-stage Shifted Laplacian Refining for Multiple Kernel Clustering
Jiali You, Zhenwen Ren^#, F. Richard Yu, and Xiaojian You
IEEE Transactions on Neural Networks and Learning Systems Corresponding author 2023
Unit Correlation with Interactive Feature for Robust and Effective Tracking
Ze Zhou, Yinghui Sun, Quansen Sun^#, Chaobo Li, and Zhenwen Ren^#
IEEE Transactions on Multimedia Corresponding author 2023
Dual Self-Paced Hashing for Image Retrieval
Yuan Sun, Yang Qin, Dezhong Peng, Zhenwen Ren, Chao Yang, Peng Hu
IEEE Transactions on Multimedia 2024 Code
Relaxed Energy Preserving Hashing for Image Retrieval
Yuan Sun, Jian Dai, Zhenwen Ren, Qilin Li, and Dezhong Peng
IEEE Transactions on Intelligent Transportation Systems 2024 Code
Hierarchical Hashing Learning for Image Set Classification
Yuan Sun, Xu Wang, Dezhong Peng^#, Zhenwen Ren^#, and Xiaobo Shen
IEEE Transactions on Image Processing Corresponding author 2023
Dual Self-Paced Cross-Modal Hashing
Yuan Sun, Jian Dai, Zhenwen Ren, Yingke Chen, Dezhong Peng, and Peng Hu^#
AAAI Conference on Artificial Intelligence (AAAI) Corresponding author 2024 Top tier conference (CCF-A)
Priori Anchor Labels Supervised Scalable Multi-view Bipartite Graph Clustering
Jiali You, Zhenwen Ren^#, Xiaojian You, Haoran Li, and Yuancheng Yao
AAAI Conference on Artificial Intelligence (AAAI) Corresponding author 2023 Top tier conference (CCF-A)
Scale-flow: Estimating 3D Motion from Video
Han Ling, Quansen Sun^#, Zhenwen Ren^#, Yazhou Liu, Hongyuan Wang, and Zichen Wang
ACM Multimedia (MM) Corresponding author 2022 Top tier conference (CCF-A)
Feature and Semantic Views Consensus Hashing for Image Set Classification
Yuan Sun, Dezhong Peng^#, Haixiao Huang, and Zhenwen Ren^#
ACM Multimedia (MM) Corresponding author 2022 Top tier conference (CCF-A)
Dynamic Incomplete Multi-view Imputing and Clustering
Xingfeng Li, Zhenwen Ren^#, and Yinghui Sun^#
ACM Multimedia (MM) Corresponding author 2022 Top tier conference (CCF-A)
Approximate Shifted Laplacian Reconstruction for Multiple Kernel Clustering
Jiali You, Zhenwen Ren^#, Quansen Sun, Yuan Sun, and Xingfeng Li
ACM Multimedia (MM) Corresponding author 2022 Top tier conference (CCF-A)
Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning
Zhenwen Ren, Quansen Sun, and Dong Wei
AAAI Conference on Artificial Intelligence (AAAI) 2021 Top tier conference (CCF-A)
Enforced Block Diagonal Graph Learning for Multi-kernel Clustering
Xingfeng Li, Yinghui Sun, Quansen Sun, and Zhenwen Ren^#
IEEE Transactions on Computational Social Systems Corresponding author 2023
Consensus Cluster Center Guided Latent Multi-kernel Clustering
Xingfeng Li, Yinghui Sun, Quansen Sun, and Zhenwen Ren^#
IEEE Transactions on Circuits and Systems for Video Technology Corresponding author 2023
Only Once Attack: Fooling the Tracker with Adversarial Template
Ze Zhou, Yinghui Sun, Quansen Sun, Chaobo Li, and Zhenwen Ren
IEEE Transactions on Circuits and Systems for Video Technology 2023
Multi-kernel Clustering via Non-negative Matrix Factorization Tailored Graph Tensor over Distributed Network
Zhenwen Ren, Mithun Mukherjee, Mehdi Bennis, and Jaime Lloret
IEEE Journal on Selected Areas in Communications 2021 The best journal in communications
Consensus Affinity Graph Learning for Multiple Kernel Clustering
Zhenwen Ren, Simon X. Yang, Quansen Sun, and Tao Wang
IEEE Transactions on Cybernetics 2020
Simultaneous Global and Local Graph Structure Preserving for Multiple Kernel Clustering
Zhenwen Ren and Quansen Sun
IEEE Transactions on Neural Networks and Learning Systems 2020
Multiple Kernel Driven Clustering with Locally Consistent and Selfish Graph in Industrial IoT
Zhenwen Ren, Mithun Mukherjee, and Jaime Lloret
IEEE Transactions on Industrial Informatics 2020
Learning Latent Low-Rank and Sparse Embedding for Robust Image Feature Extraction
Zhenwen Ren, Quansen Sun, Bin Wu, and Wenzhu Yan
IEEE Transactions on Image Processing 2019
Regression-selective feature-adaptive tracker for visual object tracking
Ze Zhou, Quansen Sun^#, Hongjun Li, Chaobo Li, and Zhenwen Ren
IEEE Transactions on Multimedia 2022
Sparse Representation Classifier Guided Grassmann Reconstruction Metric Learning With Applications to Image Set Analysis
Dong Wei, Xiaobo Shen, Quansen Sun^#, Xizhan Gao, and Zhenwen Ren
IEEE Transactions on Multimedia 2022
Explicit Local Coupling Global Structure Clustering
Haoran Li, Yulan Guo^#, Zhenwen Ren^#, F. Richard Yu, Jiali You, and Xiaojian You
IEEE Transactions on Circuits and Systems for Video Technology Corresponding author 2022
Feature Weighted Multi-view Graph Clustering
Yinghui Sun, Zhenwen Ren, Zhenwen Ren^#, and Xiaobo Shen
IEEE Transactions on Consumer Electronics Corresponding author 2023
Multi-view Comprehensive Graph Clustering
Yanying Mei, Zhenwen Ren^#, Bin Wu, Tao Yang, and Yanhua Shao
IEEE Transactions on Consumer Electronics Corresponding author 2023
Prior Indicator Guided Anchor Learning for Multi-view Subspace Clustering
Xi Wu, Hanchen Wang, Shuhxiao Li, Jian Dai, and Zhenwen Ren^#
IEEE Transactions on Consumer Electronics Corresponding author 2023
Hierarchical Consensus Hashing for Cross-Modal Retrieval
Yuan Sun, Zhenwen Ren, Peng Hu, Dezhong Peng, and Xu Wang
IEEE Transactions on Multimedia 2023 Code
Aggregation Hashing Learning for Image Set Classification
Yuan Sun, Dezhong Peng^# Zhenwen Ren^# and Xiaobo Shen
IEEE Transactions on Multimedia 2022
A Joint Prototype Filter and Spectrum Shifting for Low Complex Flexible UFMC Architecture in 5G
Vikas Kumar, Mithun Mukherjee, Jaime Lloret, Zhenwen Ren, and Mamta Kumari
IEEE Transactions on Wireless Communications 2020
Fast Convergence Time Synchronization in Wireless Sensor Networks Based on Average Consensus
Fanrong Shi, and Zhenwen Ren
IEEE Transactions on Industrial Informatics 2019
Tensor Double Arc-tangent Norm Minimization for Multi-view Clustering
Jie Zhang, Xiaoqian Zhang∗, Chao Luo, Yuqin Chen, and Zhenwen Ren^#
Information Sciences Corresponding author 2024
Joint Correntropy Metric Weighting and Block Diagonal Regularizer for Robust Multiple Kernel Subspace Clustering
Chao Yang, Zhenwen Ren^#, Mingna Wu, Maowei Yin, and Yuan Sun
Information Sciences Corresponding author 2019
View-specific anchors coupled tensorial bipartite graph learning for incomplete multi-view clustering
Xuemei Han, Fei Zhou, Zhenwen Ren^#, Xueyuan Wang, and Xiaojian You
Information Sciences Corresponding author 2024
Decomposed Deep Multi-view Subspace Clustering with Self-labeling Supervision
Jiao Wang, Bin Wu^#, Zhenwen Ren^#, and Yunhui Zhou
Information Sciences Corresponding author 2023
Multiple kernel subspace clustering with Local Structural Graph and Low-Rank Consensus Kernel Learning
Zhenwen Ren, Haoran Li, Chao Yang, and Quansen Sun
Knowledge-Based Systems 2019
Simultaneous Learning Coefficient Matrix and Affinity Graph for Multiple Kernel Clustering
Zhenwen Ren, Haoyun Lei, and Chao Yang
Information Sciences 2020
Robust Multi-view Graph Clustering in Latent Energy-preserving Embedding Space
Zhenwen Ren, Xingfeng Li, Mithun Mukherjee, Yuqing Huang, Quansen Sun, and Zhen Huang
Information Sciences 2021
Cluster Center Consistency Guided Sampling Learning for Multiple Kernel Clustering
Jiali You, Yanglei Hou, Zhenwen Ren^#, Xiaojian You^#, Quansen Sun, Xiabo Shen, and Yuancheng Yao
Information Sciences Corresponding author 2022
Incomplete multi-view subspace clustering based on missing-sample recovering and structural information learning
Xuemei Han, Zhenwen Ren^#, Chuanyun Zou, and Xiaojian You
Expert Systems with Applications Corresponding author 2022
Tensorized Anchor Graph Learning for Large-scale Multi-view Clustering
Jian Dai, Zhenwen Ren^#, Jian Yang^#, Yunzhi Luo, and Hong Song
Cognitive Computation Corresponding author 2023
Auto-weighted Multiple Kernel Tensor Clustering
Yanlong Wang, Zhenwen Ren^#
Complex & Intelligent Systems Corresponding author 2022
One-stage Multi-view Clustering with Hierarchical Attributes Extracting
Yong Mi, Jian Dai, Zhenwen Ren^#, Xiaojian You, Yanlong Wang
Cognitive Computation Corresponding author 2022
Auto-weighted Tensor Schatten p-Norm for Robust Multi-view Graph Clustering
Xingfeng Li, Zhenwen Ren^#, Quansen Sun^#, and Zhi Xu
Pattern Recognition Corresponding author 2022 Code
Multi-order Similarity Learning for Multi-view Spectral Clustering
Yanying Mei, Zhenwen Ren^#, Bin Wu^#, and Yanhua Shao
Pattern Recognition Corresponding author 2022 Code
Robust Multi-view Low-rank Embedding Clustering
Jian Dai, Zhenwen Ren^#, Jian Yang^#, Hong Song, and Yunzhi Luo
Neural Computing and Applications Corresponding author 2022
Consider High-Order Consistency for Multi-View Clustering
Xiaojian You, Haoran Li, Jiali You, and Zhenwen Ren^#
Neural Computing and Applications Corresponding author 2023
Center Consistency Guided Multi-view Embedding Anchor Learning for Large-Scale Graph Clustering
Xinyue Zhang, Zhenwen Ren^#, and Chao Yang
Knowledge-Based Systems Corresponding author 2022
Clustering via Multiple Kernel k-means Coupled Graph and Enhanced Tensor Learning
Jiali You, Chiyu Han, Zhenwen Ren^#, Haoran Li,and Xiaojian You
Applied Intelligence Corresponding author 2022
RPCA-induced Graph Tensor Learning for Incomplete Multi-view Inferring and Clustering
Xingfeng Li, Yinghui Sun, Zhenwen Ren^#, and Quansen Sun
2022 International Conference on Neural Computing for Advanced Applications Corresponding author 2022
Multi-view Spectral Clustering with High-order Similarity Learning
Mei Yanying, Zhenwen Ren^#, Wu Bin, and Shao Yanhua
2022 International Conference on Neural Computing for Advanced Applications Best Paper Award Finalist Corresponding author 2022
Latent Sparse Discriminative Learning for Face Image Set Classification
Yuan Sun, Zhenwen Ren^#, Chao Yang, and Haoyun Lei
2020 International Conference on Neural Computing for Advanced Applications Best Paper Award Finalist Corresponding author 2020
Face Image Set Classification With Self-weighted Latent Sparse Discriminative Learning
Yuan Sun, Zhenwen Ren^#, Chao Yang, Quansen Sun, and Yanglong Ou
Neural Computing and Applications Corresponding author 2020
Multi-view Clustering with Dual Tensors
Yong Mi, Zhenwen Ren^#, Zhi Xu, Haoran Li, Quansen Sun, Hongxia Chen, and Jian Dai
Neural Computing and Applications Corresponding author 2022
Robust Energy Preserving Embedding for Multi-view Subspace Clustering
Haoran Li, Zhenwen Ren^#, Quansen Sun, and Yuqing Huang
Knowledge-Based Systems Corresponding author 2020
Multiple Kernel Clustering with Pure Graph Learning Scheme
Xingfeng Li, Zhenwen Ren^#, Haoyun Lei, Quansen Sun, and Yuqing Huang
Neurocomputing Corresponding author 2019
Diversity and Consistency Embedding Learning for Multi-view Subspace Clustering
Yong Mi, Zhenwen Ren^#, Yuqing Huang, and Quansen Sun
Applied Intelligence Corresponding author 2020
Joint Latent Low-Rank and Non-Negative Induced Sparse Representation for Face Recognition
Mingna Wu, Shu Wang, Zhenwen Ren^#, Zhigang Li, Long Zhang, and Ling Wang
Applied Intelligence Corresponding author 2021
Simultaneous Learning of Reduced Prototypes and Local Metric for Image Set Classification
Zhenwen Ren, Bin Wu, Quansen Sun, and Mingna Wu
Expert Systems with Applications 2018
Image Set Classification Using Candidate Sets Selection and Improved Reverse Training
Zhenwen Ren, Bin Wu, and Quansen Sun
Neurocomputing 2018
Nonnegative discriminative encoded nearest points for image set classification
Zhenwen Ren, Quansen Sun, and Chao Yang
Neural Computing and Applications 2019
First and Second Order Similarity Learning for Clustering on Grassmann Manifolds
Yanying Mei, Zhenwen Ren^#, Yanhua Shao, and Bin Wu
China Automation Congress Corresponding author 2021
Multi-view Clustering with Latent Low-rank Proxy Graph Learning
Jian Dai, Zhenwen Ren^#, Yunzhi Luo, Hong Song, and Jian Yang
Cognitive Computation Corresponding author 2021
Cluster Center Consistency Guided Sampling Learning for Multiple Kernel Clustering
Jiali You, Yanglei Hou, Zhenwen Ren^#, Xiaojian You, Jian Dai, Quansen Sun, and Yuancheng Yao
Information Sciences Corresponding author 2022
Robust multi-view subspace clustering via weighted multi-kernel learning and co-regularizations
Ze Zhou, Yinhui Sun, Quansen Sun^#, Chaobo Li, and Zhenwen Ren^#
Information Sciences 2023
Self-paced Latent Embedding Space Learning for Multi-view Clustering
Haoran Li, Zhenwen Ren^#, Zongwei Zhou, Zhi Xu, and Jian Dai
International Journal of Machine Learning and Cybernetics Corresponding author 2022
Lightweight face mask detection algorithm with attention mechanism
Yanhua Shao, Jiajia Ning, Huicao Shao, Duo Zhang, Hongyu Chu, and Zhenwen Ren
Engineering Applications of Artificial Intelligence 2024
Multiple Kernel Graph Clustering with Shifted Laplacian Reconstruction
Yanglei Hou, Zhenwen Ren^#, Jiali You, and Xiaojian You
Engineering Applications of Artificial Intelligence Corresponding author 2022
Robust Graph-based Multi-view Clustering in Latent Embedding Space
Yanying Mei, Zhenwen Ren^#, Bin Wu, and Yanhua Shao
International Journal of Machine Learning and Cybernetics 2021 Corresponding author
Multiple Kernel Clustering with Direct Consensus Graph Learning
Yanlong Wang, and Zhenwen Ren^#
The 7th Euro-China Conference on Intelligent Data Analysis and Applications 2021 Corresponding author
Adaptive correlation learning for image set classification
Yuan Sun, Zhenwen Ren^#, Chao Yang, Kelin Nai, and Shuag Xue
The 18th China Conference on Machine Learning 2021 Corresponding author
Capped Simplex Projection Tailored Multiple Kernel Graph Tensor Clustering
Haoyun Lei, Zhenwen Ren^#, Xingfeng Li, Chiyu Han, and Yan Zhang
The 18th China Conference on Machine Learning Corresponding author 2021 Corresponding author
Multi-view Embedding Subspace Clustering
Haoyun Lei, Zhenwen Ren^#, Shuang Xue, Jian Dai, and Xiaojian You
2021 International Conference on Neural Computing for Advanced Applications Corresponding author 2021
Multiple Kernel Low-Rank Representation-based Robust Multi-view Subspace Clustering
Xiaoqian Zhang, Zhenwen Ren, Huaijiang Sun, Keqiang Bai, Xinghua Liu, and Zhigui Liu
Information Sciences 2020
Robust Low-Rank Kernel Subspace Clustering based on the Schatten p-norm and Correntropy
Xiaoqian Zhang, Beijia Chen, Huaijiang Sun, Zhenwen Ren and Yanmeng Li
IEEE Transactions on Knowledge and Data Engineering 2019
Label Group Diffusion for Image and Image Pair Segmentation
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren and Qi Ge
Pattern Recognition 2020
Adaptive Graph Guided Concept Factorization on Grassmann Manifold
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, and Zhenwen Ren
Information Sciences 2021
Neighborhood Preserving Embedding on Grassmann Manifold for Image-set Analysis
Dong Wei, Xiaobo Shen, Quansen Sun, and Zhenwen Ren
Pattern Recognition 2021
Attacking the Tracker with a Universal and Attractive Patch as Fake Target
Yilu Zheng, Xiaoqian Zhang, Yinlong Xu, Mingwei Qin, Zhenwen Ren and Xuqian Xue
IEEE Access 2020
Robust Kernelized Multi-View Clustering Based on High-order Similarity Learning
Mei Yanying, Zhenwen Ren^#, Wu Bin, and Shao Yanhua
IEEE Access Corresponding author 2022
Multi-Scale Deep Subspace Clustering With Discriminative Learning
Jiao Wang, Bin Wu, Zhenwen Ren^#, and Yunhui Zhou
IEEE Access Corresponding author 2022
Anchor Pseudo-supervise Large-scale Incomplete Multi-view Clustering
Songbai Zhu, Jian Dai, Guolai Yang^#, andZhenwen Ren^#
IEEE Access Corresponding author 2023
Multi-scale Deep Multi-view Subspace Clustering with Self-weighting Fusion and Structure Preserving
Jiao Wang, Bin Wu, Zhenwen Ren^#, and Yunhui Zhou
Expert Systems with Applications Corresponding author 2022
Multiple Kernel Dimensionality Reduction based on Collaborative Representation for Set oriented Image Classification
Wenzhu Yan, Huaijiang Sun, Quansen Sun, and Zhenwen Ren
Expert Systems with Applications 2019
Multiple Kernel Dimensionality Reduction Based on Linear Regression Virtual Reconstruction for Image Set Classification
Wenzhu Yan, Quansen Sun, Huaijiang Sun, and Zhenwen Ren
Neurocomputing 2019
Robust Low-Rank Kernel Multi-View Subspace Clustering Based on the Schatten p-norm and Correntropy
Xiaoqian Zhang, Huaijiang Sun, Zhigui Liu, Zhenwen Ren, and Yanmeng Li
Information Sciences 2018