Yazhou Ren

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 99

Top Venues

Publications

Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. AAAI (2024)
Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He
Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering. AAAI (2024)
Zhen Long, Ce Zhu, Jie Chen, Zihan Li, Yazhou Ren, Yipeng Liu
Multi-View MERA Subspace Clustering. IEEE Trans. Multim. 26 (2024)
Jianpeng Chen, Yujing Wang, Ming Zeng, Zongyi Xiang, Bitan Hou, Tong Yu, Ole J. Mengshoel, Yazhou Ren
Customizing graph neural networks using path reweighting. Inf. Sci. 674 (2024)
Jiaxin Huang, Kecheng Chen, Yazhou Ren, Jiayu Sun, Xiaorong Pu, Ce Zhu
Cross-Domain Low-Dose CT Image Denoising With Semantic Preservation and Noise Alignment. IEEE Trans. Multim. 26 (2024)
Jiaxin Huang, Qi Wu, Yazhou Ren, Fan Yang, Aodi Yang, Qianqian Yang, Xiaorong Pu
Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction. AAAI (2024)
Zhen Long, Ce Zhu, Pierre Comon, Yazhou Ren, Yipeng Liu
Feature Space Recovery for Efficient Incomplete Multi-View Clustering. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yazhou Ren, Xinyue Chen, Jie Xu, Jingyu Pu, Yonghao Huang, Xiaorong Pu, Ce Zhu, Xiaofeng Zhu, Zhifeng Hao, Lifang He
A novel federated multi-view clustering method for unaligned and incomplete data fusion. Inf. Fusion 108 (2024)
Song Wu, Yan Zheng, Yazhou Ren, Jing He, Xiaorong Pu, Shudong Huang, Zhifeng Hao, Lifang He
Self-Weighted Contrastive Fusion for Deep Multi-View Clustering. IEEE Trans. Multim. 26 (2024)
Zhen Long, Qiyuan Wang, Yazhou Ren, Yipeng Liu, Ce Zhu
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering. CoRR (2024)
Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. CoRR (2024)
Chenhang Cui, Yazhou Ren, Jingyu Pu, Xiaorong Pu, Lifang He
Deep Multi-view Subspace Clustering with Anchor Graph. IJCAI (2023)
Jie Xu, Chao Li, Liang Peng, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering. IEEE Trans. Image Process. 32 (2023)
Xinyue Chen, Jie Xu, Yazhou Ren, Xiaorong Pu, Ce Zhu, Xiaofeng Zhu, Zhifeng Hao, Lifang He
Federated Deep Multi-View Clustering with Global Self-Supervision. CoRR (2023)
Chenhang Cui, Yazhou Ren, Jingyu Pu, Jiawei Li, Xiaorong Pu, Tianyi Wu, Yutao Shi, Lifang He
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective. CoRR (2023)
Zongmo Huang, Yazhou Ren, Xiaorong Pu, Shudong Huang, Zenglin Xu, Lifang He
Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering. AAAI (2023)
Jie Xu, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
UNTIE: Clustering analysis with disentanglement in multi-view information fusion. Inf. Fusion 100 (2023)
Jie Xu, Yazhou Ren, Huayi Tang, Zhimeng Yang, Lili Pan, Yang Yang, Xiaorong Pu, Philip S. Yu, Lifang He
Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Zhenqian Wu, Xiaoyuan Li, Yazhou Ren, Xiaorong Pu, Xiaofeng Zhu, Lifang He
Self-Paced Neutral Expression-Disentangled Learning for Facial Expression Recognition. CoRR (2023)
Yixi Liu, Yuze Tan, Hongjie Wu, Shudong Huang, Yazhou Ren, Jiancheng Lv
Preserving Local and Global Information: An Effective Metric-based Subspace Clustering. ACM Multimedia (2023)
Chenhang Cui, Yazhou Ren, Jingyu Pu, Jiawei Li, Xiaorong Pu, Tianyi Wu, Yutao Shi, Lifang He
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective. NeurIPS (2023)
Zhen Long, Ce Zhu, Jie Chen, Zihan Li, Yazhou Ren, Yipeng Liu
Multi-view MERA Subspace Clustering. CoRR (2023)
Lirong He, Qingzhong Ai, Yuqing Lei, Lili Pan, Yazhou Ren, Zenglin Xu
Edge enhancement improves adversarial robustness in image classification. Neurocomputing 518 (2023)
Jiaxin Huang, Kecheng Chen, Yazhou Ren, Jiayu Sun, Yanmei Wang, Tao Tao, Xiaorong Pu
CDDnet: Cross-domain denoising network for low-dose CT image via local and global information alignment. Comput. Biol. Medicine 163 (2023)
Fangfei Lin, Bing Bai, Yiwen Guo, Hao Chen, Yazhou Ren, Zenglin Xu
MHCN: A Hyperbolic Neural Network Model for Multi-view Hierarchical Clustering. ICCV (2023)
Jie Xu, Gang Niu, Xiaolong Wang, Yazhou Ren, Lei Feng, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios. CoRR (2023)
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) (2023)
Lirong He, Qingzhong Ai, Xincheng Yang, Yazhou Ren, Qifan Wang, Zenglin Xu
Boosting adversarial robustness via self-paced adversarial training. Neural Networks 167 (2023)
Jie Xu, Shuo Chen, Yazhou Ren, Xiaoshuang Shi, Hengtao Shen, Gang Niu, Xiaofeng Zhu
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration. NeurIPS (2023)
Chenhang Cui, Yazhou Ren, Jingyu Pu, Xiaorong Pu, Lifang He
Deep Multi-View Subspace Clustering with Anchor Graph. CoRR (2023)
Yawen Ling, Jianpeng Chen, Yazhou Ren, Xiaorong Pu, Jie Xu, Xiaofeng Zhu, Lifang He
Dual Label-Guided Graph Refinement for Multi-View Graph Clustering. AAAI (2023)
Zhenqian Wu, Yazhou Ren, Xiaorong Pu, Zhifeng Hao, Lifang He
Generative Neutral Features-Disentangled Learning for Facial Expression Recognition. ACM Multimedia (2023)
Xinyue Chen, Jie Xu, Yazhou Ren, Xiaorong Pu, Ce Zhu, Xiaofeng Zhu, Zhifeng Hao, Lifang He
Federated Deep Multi-View Clustering with Global Self-Supervision. ACM Multimedia (2023)
Jie Xu, Huayi Tang, Yazhou Ren, Liang Peng, Xiaofeng Zhu, Lifang He
Multi-level Feature Learning for Contrastive Multi-view Clustering. CVPR (2022)
Jianpeng Chen, Yawen Ling, Jie Xu, Yazhou Ren, Shudong Huang, Xiaorong Pu, Lifang He
Variational Graph Generator for Multi-View Graph Clustering. CoRR (2022)
Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren, Xiayan Zhang, Lizhen Cui
Self-paced annotations of crowd workers. Knowl. Inf. Syst. 64 (12) (2022)
Xiaorong Pu, Peng Yi, Kecheng Chen, Zhaoqi Ma, Di Zhao, Yazhou Ren
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer. Comput. Biol. Medicine 151 (Part) (2022)
Jianjian Shao, Zhenqian Wu, Yuanyan Luo, Shudong Huang, Xiaorong Pu, Yazhou Ren
Self-Paced Label Distribution Learning for In-The-Wild Facial Expression Recognition. ACM Multimedia (2022)
Fangfei Lin, Bing Bai, Kun Bai, Yazhou Ren, Peng Zhao, Zenglin Xu
Contrastive Multi-view Hyperbolic Hierarchical Clustering. IJCAI (2022)
Yazhou Ren, Jingyu Pu, Zhimeng Yang, Jie Xu, Guofeng Li, Xiaorong Pu, Philip S. Yu, Lifang He
Deep Clustering: A Comprehensive Survey. CoRR (2022)
Jiaxin Huang, Kecheng Chen, Jiayu Sun, Xiaorong Pu, Yazhou Ren
Cross Domain Low-Dose CT Image Denoising With Semantic Information Alignment. ICIP (2022)
Shudong Huang, Hongjie Wu, Yazhou Ren, Ivor Tsang, Zenglin Xu, Wentao Feng, Jiancheng Lv
Multi-view Subspace Clustering on Topological Manifold. NeurIPS (2022)
Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Fanqiang Lin, Saimin Zhang
TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shudong Huang, Yixi Liu, Yazhou Ren, Ivor W. Tsang, Zenglin Xu, Jiancheng Lv
Learning Smooth Representation for Multi-view Subspace Clustering. ACM Multimedia (2022)
Mengjie Wang, Yuxin Zhu, Xiaoyu Wei, Kecheng Chen, Xiaorong Pu, Chao Li, Yazhou Ren
ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection. ICONIP (6) (2022)
Jie Xu, Chao Li, Yazhou Ren, Liang Peng, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity. AAAI (2022)
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR (2022)
Jianpeng Chen, Zhimeng Yang, Jingyu Pu, Yazhou Ren, Xiaorong Pu, Li Gao, Lifang He
Shared-Attribute Multi-Graph Clustering with Global Self-Attention. ICONIP (1) (2022)
Zongmo Huang, Yazhou Ren, Xiaorong Pu, Lifang He
Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs. CoRR (2022)
Fangfei Lin, Bing Bai, Kun Bai, Yazhou Ren, Peng Zhao, Zenglin Xu
Contrastive Multi-view Hyperbolic Hierarchical Clustering. CoRR (2022)
Zongmo Huang, Xiaorong Pu, Gongshun Tang, Ming Ping, Guo Jiang, Mengjie Wang, Xiaoyu Wei, Yazhou Ren
BS-80K: The first large open-access dataset of bone scan images. Comput. Biol. Medicine 151 (Part) (2022)
Zongmo Huang, Yazhou Ren, Xiaorong Pu, Lifang He
Non-Linear Fusion for Self-Paced Multi-View Clustering. ACM Multimedia (2021)
Cong Li, Zhuo Zhang, Yazhou Ren, Hu Nie, Yuqing Lei, Hang Qiu, Zenglin Xu, Xiaorong Pu
Machine learning based early mortality prediction in the emergency department. Int. J. Medical Informatics 155 (2021)
Jie Xu, Yazhou Ren, Guofeng Li, Lili Pan, Ce Zhu, Zenglin Xu
Deep embedded multi-view clustering with collaborative training. Inf. Sci. 573 (2021)
Jianpeng Chen, Yujing Wang, Ming Zeng, Zongyi Xiang, Yazhou Ren
Graph Attention Networks with LSTM-based Path Reweighting. CoRR (2021)
Zongmo Huang, Yazhou Ren, Xiaorong Pu, Lili Pan, Dezhong Yao, Guoxian Yu
Dual self-paced multi-view clustering. Neural Networks 140 (2021)
Jie Xu, Yazhou Ren, Huayi Tang, Xiaorong Pu, Xiaofeng Zhu, Ming Zeng, Lifang He
Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering. ICCV (2021)
Jie Xu, Yazhou Ren, Huayi Tang, Zhimeng Yang, Lili Pan, Yang Yang, Xiaorong Pu
Self-supervised Discriminative Feature Learning for Multi-view Clustering. CoRR (2021)
Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection. ACM Multimedia (2021)
Jie Xu, Huayi Tang, Yazhou Ren, Xiaofeng Zhu, Lifang He
Contrastive Multi-Modal Clustering. CoRR (2021)
Kun Long, Lei Tang, Xiaorong Pu, Yazhou Ren, Mingxiu Zheng, Li Gao, Chunjiang Song, Su Han, Min Zhou, Fengbin Deng
Probability-based Mask R-CNN for pulmonary embolism detection. Neurocomputing 422 (2021)
Kecheng Chen, Jiayu Sun, Jiang Shen, Jixiang Luo, Xinyu Zhang, Xuelin Pan, Dongsheng Wu, Yue Zhao, Miguel Bento, Yazhou Ren, Xiaorong Pu
RIDnet: Radiologist-Inspired Deep Neural Network for Low-dose CT Denoising. CoRR (2021)
Peng Yi, Kecheng Chen, Zhaoqi Ma, Di Zhao, Xiaorong Pu, Yazhou Ren
EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer. CoRR (2021)
Jie Xu, Yazhou Ren, Huayi Tang, Xiaorong Pu, Xiaofeng Zhu, Ming Zeng, Lifang He
Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering. CoRR (2021)
Lili Pan, Mingming Meng, Yazhou Ren, Yali Zheng, Zenglin Xu
Self-Paced Deep Regression Forests with Consideration on Ranking Fairness. CoRR (2021)
Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren, Lizhen Cui
Crowdsourcing with Self-paced Workers. ICDM (2021)
Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection. CoRR (2021)
Zongmo Huang, Yazhou Ren, Xiaorong Pu, Lifang He
Non-Linear Fusion for Self-Paced Multi-View Clustering. CoRR (2021)
Wazir Ali, Jay Kumar, Zenglin Xu, Congjian Luo, Junyu Lu, Junming Shao, Rajesh Kumar, Yazhou Ren
A Subword Guided Neural Word Segmentation Model for Sindhi. CoRR (2020)
Yazhou Ren, Shudong Huang, Peng Zhao, Minghao Han, Zenglin Xu
Self-paced and auto-weighted multi-view clustering. Neurocomputing 383 (2020)
Yazhou Ren, Ni Wang, Mingxia Li, Zenglin Xu
Deep density-based image clustering. Knowl. Based Syst. 197 (2020)
Jie Xu, Yazhou Ren, Guofeng Li, Lili Pan, Ce Zhu, Zenglin Xu
Deep Embedded Multi-view Clustering with Collaborative Training. CoRR (2020)
Junyu Lu, Xiancong Ren, Yazhou Ren, Ao Liu, Zenglin Xu
Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation. SIGIR (2020)
Lili Pan, Shen Cheng, Jian Liu, Peijun Tang, Bowen Wang, Yazhou Ren, Zenglin Xu
Latent Dirichlet allocation based generative adversarial networks. Neural Networks 132 (2020)
Kecheng Chen, Jiaxin Huang, Jiayu Sun, Yazhou Ren, Xiaorong Pu
Task-Driven Deep Learning for LDCT Image Denoising. ISICDM (2020)
Lili Pan, Shijie Ai, Yazhou Ren, Zenglin Xu
Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples. ECCV (30) (2020)
Shudong Huang, Zenglin Xu, Zhao Kang, Yazhou Ren
Regularized nonnegative matrix factorization with adaptive local structure learning. Neurocomputing 382 (2020)
Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Haoliang Li, Jiayu Sun
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks. ICONIP (1) (2020)
Lili Pan, Shijie Ai, Yazhou Ren, Zenglin Xu
Self-Paced Deep Regression Forests with Consideration on Underrepresented Samples. CoRR (2020)
Zongmo Huang, Yazhou Ren, Wenli Liu, Xiaorong Pu
Self-Paced Multi-View Clustering via a Novel Soft Weighted Regularizer. IEEE Access 7 (2019)
Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo
Ranking-based Deep Cross-modal Hashing. CoRR (2019)
Yazhou Ren, Kangrong Hu, Xinyi Dai, Lili Pan, Steven C. H. Hoi, Zenglin Xu
Semi-supervised deep embedded clustering. Neurocomputing 325 (2019)
Yuehui Wang, Maozu Guo, Yazhou Ren, Lianyin Jia, Guoxian Yu
Drug repositioning based on individual bi-random walks on a heterogeneous network. BMC Bioinform. (15) (2019)
Shijie Ai, Yazhou Ren, Lili Pan
Self-Paced Deep Regression Forests for Facial Age Estimation. CoRR (2019)
Jialin Tian, Yazhou Ren, Xiang Cheng
Stratified Feature Sampling for Semi-Supervised Ensemble Clustering. IEEE Access 7 (2019)
Yazhou Ren, Xiaofan Que, Dezhong Yao, Zenglin Xu
Self-paced multi-task clustering. Neurocomputing 350 (2019)
Yazhou Ren, Uday Kamath, Carlotta Domeniconi, Zenglin Xu
Parallel boosted clustering. Neurocomputing 351 (2019)
Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo
Ranking-Based Deep Cross-Modal Hashing. AAAI (2019)
Shudong Huang, Peng Zhao, Yazhou Ren, Tianrui Li, Zenglin Xu
Self-paced and soft-weighted nonnegative matrix factorization for data representation. Knowl. Based Syst. 164 (2019)
Shudong Huang, Yazhou Ren, Zenglin Xu
Robust multi-view data clustering with multi-view capped-norm K-means. Neurocomputing 311 (2018)
Lili Pan, Shen Cheng, Jian Liu, Yazhou Ren, Zenglin Xu
Latent Dirichlet Allocation in Generative Adversarial Networks. CoRR (2018)
Yazhou Ren, Xiaofan Que, Dezhong Yao, Zenglin Xu
Self-Paced Multi-Task Clustering. CoRR (2018)
Yazhou Ren, Xin Yan, Zechuan Hu, Zenglin Xu
Self-Paced Multi-Task Multi-View Capped-norm Clustering. ICONIP (4) (2018)
Yazhou Ren, Ni Wang, Mingxia Li, Zenglin Xu
Deep Density-based Image Clustering. CoRR (2018)
Yazhou Ren, Xiaohui Hu, Ke Shi, Guoxian Yu, Dezhong Yao, Zenglin Xu
Semi-supervised DenPeak Clustering with Pairwise Constraints. PRICAI (1) (2018)
Xiaofan Que, Yazhou Ren, Jiayu Zhou, Zenglin Xu
Regularized Multi-source Matrix Factorization for Diagnosis of Alzheimer's Disease. ICONIP (1) (2017)
Yazhou Ren, Peng Zhao, Yongpan Sheng, Dezhong Yao, Zenglin Xu
Robust Softmax Regression for Multi-class Classification with Self-Paced Learning. IJCAI (2017)
Bin Liu, Zenglin Xu, Bo Dai, Haoli Bai, Xianghong Fang, Yazhou Ren, Shandian Zhe
Learning from semantically dependent multi-tasks. IJCNN (2017)
Yazhou Ren, Peng Zhao, Zenglin Xu, Dezhong Yao
Balanced self-paced learning with feature corruption. IJCNN (2017)
Hairui Zhou, Jian Li, Yazhou Ren, Lina He, Fei Hu
Active delay variation control for improving fault tolerance in an avionics network. WFCS (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yazhou Ren