Ren, Yazhou

30 publications

ICML 2025 An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective Xinyue Chen, Jinfeng Peng, Yuhao Li, Xiaorong Pu, Yang Yang, Yazhou Ren

IJCAI 2025 Fusion of Granular-Ball Visual Spatial Representations for Enhanced Facial Expression Recognition Shuaiyu Liu, Qiyao Shen, Yunxi Wang, Yazhou Ren, Guoyin Wang

IJCAI 2025 Graph Embedded Contrastive Learning for Multi-View Clustering Hongqing He, Jie Xu, Guoqiu Wen, Yazhou Ren, Na Zhao, Xiaofeng Zhu

ICML 2025 Multi-View Graph Clustering via Node-Guided Contrastive Encoding Yazhou Ren, Junlong Ke, Zichen Wen, Tianyi Wu, Yang Yang, Xiaorong Pu, Lifang He

AAAI 2025 SLR-MVTC: Smooth Low-Rank Multi-View Tensor Clustering Zhen Long, Yipeng Liu, Yazhou Ren, Ce Zhu

CVPR 2025 VSNet: Focusing on the Linguistic Characteristics of Sign Language Yuhao Li, Xinyue Chen, Hongkai Li, Xiaorong Pu, Peng Jin, Yazhou Ren

AAAI 2024 Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He

NeurIPS 2024 Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views Xinyue Chen, Yazhou Ren, Jie Xu, Fangfei Lin, Xiaorong Pu, Yang Yang

IJCAI 2024 Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction Yan Zheng, Song Wu, Junyu Lin, Yazhou Ren, Jing He, Xiaorong Pu, Lifang He

IJCAI 2024 Dynamic Weighted Graph Fusion for Deep Multi-View Clustering Yazhou Ren, Jingyu Pu, Chenhang Cui, Yan Zheng, Xinyue Chen, Xiaorong Pu, Lifang He

AAAI 2024 Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He

IJCAI 2024 Integrating Vision-Language Semantic Graphs in Multi-View Clustering Junlong Ke, Zichen Wen, Yechenhao Yang, Chenhang Cui, Yazhou Ren, Xiaorong Pu, Lifang He

CVPR 2024 Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios Jie Xu, Yazhou Ren, Xiaolong Wang, Lei Feng, Zheng Zhang, Gang Niu, Xiaofeng Zhu

CVPR 2024 S2MVTC: A Simple yet Efficient Scalable Multi-View Tensor Clustering Zhen Long, Qiyuan Wang, Yazhou Ren, Yipeng Liu, Ce Zhu

IJCAI 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion Caixuan Luo, Jie Xu, Yazhou Ren, Junbo Ma, Xiaofeng Zhu

AAAI 2024 Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction Jiaxin Huang, Qi Wu, Yazhou Ren, Fan Yang, Aodi Yang, Qianqian Yang, Xiaorong Pu

NeurIPS 2023 A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective Chenhang Cui, Yazhou Ren, Jingyu Pu, Jiawei Li, Xiaorong Pu, Tianyi Wu, Yutao Shi, Lifang He

IJCAI 2023 Deep Multi-View Subspace Clustering with Anchor Graph Chenhang Cui, Yazhou Ren, Jingyu Pu, Xiaorong Pu, Lifang He

AAAI 2023 Dual Label-Guided Graph Refinement for Multi-View Graph Clustering Yawen Ling, Jianpeng Chen, Yazhou Ren, Xiaorong Pu, Jie Xu, Xiaofeng Zhu, Lifang He

ICCV 2023 MHCN: A Hyperbolic Neural Network Model for Multi-View Hierarchical Clustering Fangfei Lin, Bing Bai, Yiwen Guo, Hao Chen, Yazhou Ren, Zenglin Xu

AAAI 2023 Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering Zongmo Huang, Yazhou Ren, Xiaorong Pu, Shudong Huang, Zenglin Xu, Lifang He

NeurIPS 2023 Self-Weighted Contrastive Learning Among Multiple Views for Mitigating Representation Degeneration Jie Xu, Shuo Chen, Yazhou Ren, Xiaoshuang Shi, Hengtao Shen, Gang Niu, Xiaofeng Zhu

IJCAI 2022 Contrastive Multi-View Hyperbolic Hierarchical Clustering Fangfei Lin, Bing Bai, Kun Bai, Yazhou Ren, Peng Zhao, Zenglin Xu

AAAI 2022 Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity Jie Xu, Chao Li, Yazhou Ren, Liang Peng, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu

CVPR 2022 Multi-Level Feature Learning for Contrastive Multi-View Clustering Jie Xu, Huayi Tang, Yazhou Ren, Liang Peng, Xiaofeng Zhu, Lifang He

NeurIPS 2022 Multi-View Subspace Clustering on Topological Manifold Shudong Huang, Hongjie Wu, Yazhou Ren, Ivor W. Tsang, Zenglin Xu, Wentao Feng, Jiancheng Lv

ICCV 2021 Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering Jie Xu, Yazhou Ren, Huayi Tang, Xiaorong Pu, Xiaofeng Zhu, Ming Zeng, Lifang He

ECCV 2020 Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples Lili Pan, Shijie Ai, Yazhou Ren, Zenglin Xu

AAAI 2019 Ranking-Based Deep Cross-Modal Hashing Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo

IJCAI 2017 Robust SoftMax Regression for Multi-Class Classification with Self-Paced Learning Yazhou Ren, Peng Zhao, Yongpan Sheng, Dezhong Yao, Zenglin Xu