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

  1. 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)

  2. 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)

  3. 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)

  4. 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)

  5. 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

  6. 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

  7. Architecture Alternative Deep Multi-view Clustering
    Ke Ping, Shuxiao Li, Chuhan Wu, and Zhenwen Ren#
    IEEE Signal Processing Letters Corresponding author 2023

  8. 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)

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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)

  14. 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)

  15. 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)

  16. 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)

  17. 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)

  18. 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)

  19. 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)

  20. 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

  21. 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

  22. 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

  23. 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

  24. Consensus Affinity Graph Learning for Multiple Kernel Clustering
    Zhenwen Ren, Simon X. Yang, Quansen Sun, and Tao Wang
    IEEE Transactions on Cybernetics 2020

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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 TechnologyCorresponding author 2022

  31. Feature Weighted Multi-view Graph Clustering
    Yinghui Sun, Zhenwen Ren, Zhenwen Ren#, and Xiaobo Shen
    IEEE Transactions on Consumer Electronics Corresponding author 2023

  32. Multi-view Comprehensive Graph Clustering
    Yanying Mei, Zhenwen Ren#, Bin Wu, Tao Yang, and Yanhua Shao
    IEEE Transactions on Consumer Electronics Corresponding author 2023

  33. 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

  34. Hierarchical Consensus Hashing for Cross-Modal Retrieval
    Yuan Sun, Zhenwen Ren, Peng Hu, Dezhong Peng, and Xu Wang
    IEEE Transactions on Multimedia 2023

  35. Aggregation Hashing Learning for Image Set Classification
    Yuan Sun, Dezhong Peng# Zhenwen Ren# and Xiaobo Shen
    IEEE Transactions on Multimedia 2022

  36. 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

  37. Fast Convergence Time Synchronization in Wireless Sensor Networks Based on Average Consensus
    Fanrong Shi, and Zhenwen Ren
    IEEE Transactions on Industrial Informatics 2019

  38. 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

  39. 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

  40. Decomposed Deep Multi-view Subspace Clustering with Self-labeling Supervision
    Jiao Wang, Bin Wu#, Zhenwen Ren#, and Yunhui Zhou
    Information Sciences Corresponding author 2023

  41. 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

  42. Simultaneous Learning Coefficient Matrix and Affinity Graph for Multiple Kernel Clustering
    Zhenwen Ren, Haoyun Lei, and Chao Yang
    Information Sciences 2020

  43. 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

  44. 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

  45. 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

  46. 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

  47. Auto-weighted Multiple Kernel Tensor Clustering
    Yanlong Wang, Zhenwen Ren#
    Complex & Intelligent Systems Corresponding author 2022

  48. One-stage Multi-view Clustering with Hierarchical Attributes Extracting
    Yong Mi, Jian Dai, Zhenwen Ren#, Xiaojian You, Yanlong Wang
    Cognitive Computation Corresponding author 2022

  49. 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

  50. Multi-order Similarity Learning for Multi-view Spectral Clustering
    Yanying Mei, Zhenwen Ren#, Bin Wu#, and Yanhua Shao
    Pattern Recognition Corresponding author 2022Code

  51. 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

  52. Consider High-Order Consistency for Multi-View Clustering
    Xiaojian You, Haoran Li, Jiali You, and Zhenwen Ren#
    Neural Computing and Applications Corresponding author 2023

  53. Center Consistency Guided Multi-view Embedding Anchor Learning for Large-Scale Graph Clustering
    Xinyue Zhang, Zhenwen Ren#, and Chao Yang
    Knowledge-Based SystemsCorresponding author 2022

  54. 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 author2022

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. Robust Energy Preserving Embedding for Multi-view Subspace Clustering
    Haoran Li, Zhenwen Ren#, Quansen Sun, and Yuqing Huang
    Knowledge-Based Systems Corresponding author 2020

  61. Multiple Kernel Clustering with Pure Graph Learning Scheme
    Xingfeng Li, Zhenwen Ren#, Haoyun Lei, Quansen Sun, and Yuqing Huang
    Neurocomputing Corresponding author 2019

  62. Diversity and Consistency Embedding Learning for Multi-view Subspace Clustering
    Yong Mi, Zhenwen Ren#, Yuqing Huang, and Quansen Sun
    Applied Intelligence Corresponding author2020

  63. 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

  64. 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

  65. Image Set Classification Using Candidate Sets Selection and Improved Reverse Training
    Zhenwen Ren, Bin Wu, and Quansen Sun
    Neurocomputing 2018

  66. Nonnegative discriminative encoded nearest points for image set classification
    Zhenwen Ren, Quansen Sun, and Chao Yang
    Neural Computing and Applications 2019

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. Adaptive Graph Guided Concept Factorization on Grassmann Manifold
    Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, and Zhenwen Ren
    Information Sciences 2021

  82. Neighborhood Preserving Embedding on Grassmann Manifold for Image-set Analysis
    Dong Wei, Xiaobo Shen, Quansen Sun, and Zhenwen Ren
    Pattern Recognition 2021

  83. 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

  84. 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

  85. Multi-Scale Deep Subspace Clustering With Discriminative Learning
    Jiao Wang, Bin Wu, Zhenwen Ren#, and Yunhui Zhou
    IEEE Access Corresponding author 2022

  86. Anchor Pseudo-supervise Large-scale Incomplete Multi-view Clustering
    Songbai Zhu, Jian Dai, Guolai Yang#, andZhenwen Ren#
    IEEE Access Corresponding author 2023

  87. 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

  88. 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

  89. 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

  90. 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

  91. QUICK TWO-WAY TIME MESSAGE EXCHANGE FOR TIME SYNCHRONIZATION IN ROBOT NETWORKS
    Fanrong Shi, Xianguo Tuo, Jing Lu, Zhenwen Ren, and Lili Ran
    International Journal of Robotics and Automation 2018

  92. Fast Convergence Average Consensus-Based Time Synchronization with Innovative Implementation
    Fanrong Shi, Xianguo Tuo, Lili Ran, Zhenwen Ren and Simon X. Yang
    IEEE 5th International Conference on Data Science and Systems 2019

  93. The multi-sensor Internet of Things wireless monitor system based on ZigBee
    Fanrong Shi, Yuqing Huang, and Zhenwen Ren
    Application of Electronic Technique 2013

  94. Design of adaptive tree-mesh hybrid wireless sensor networks for greenhouses
    Fanrong Shi, Yuqing Huang, and Zhenwen Ren
    Transactions of the Chinese Society of Agricultural Engineering 2013