| 2026 | AAAI | Views Attention Fusion of Granular-ball Fuzzy Representations Split for Improved Multi-view Clustering. | Shuaiyu Liu, Song Wu, Jie Xu, Yazhou Ren, Yang Yang, Xiaorong Pu, Guoyin Wang |
| 2026 | AAAI | Topology-Aware Vision Transformers for Enhanced Scene Recognition. | Yunxi Wang, Shuaiyu Liu, Qiling Li, Yazhou Ren, Xiaorong Pu |
| 2025 | CVPR | VSNet: Focusing on the Linguistic Characteristics of Sign Language. | Yuhao Li, Xinyue Chen, Hongkai Li, Xiaorong Pu, Peng Jin, Yazhou Ren |
| 2025 | ICML | Multi-View Graph Clustering via Node-Guided Contrastive Encoding. | Yazhou Ren, Junlong Ke, Zichen Wen, Tianyi Wu, Yang Yang, Xiaorong Pu, Lifang He |
| 2025 | ICML | 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 |
| 2025 | SMC | Self-Supervised MRI Reconstruction using Weighted SSDU via Dual-Branch Latent Diffusion. | Fan Yang, Jianchao Wang, Jiakai Li, Xiaorong Pu |
| 2024 | AAAI | Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction. | Jiaxin Huang, Qi Wu, Yazhou Ren, Fan Yang, Aodi Yang, Qianqian Yang, Xiaorong Pu |
| 2024 | AAAI | 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 |
| 2024 | AAAI | 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 |
| 2024 | ICONIP | Frequency-Constraint VQ-VAE for Adaptive MRI Segmentation. | Qi Wu, Minghao Zhang, Ju Liu, Fan Yang, Kecheng Chen, Yazhou Ren, Xiaorong Pu |
| 2024 | IJCAI | Dynamic Weighted Graph Fusion for Deep Multi-View Clustering. | Yazhou Ren, Jingyu Pu, Chenhang Cui, Yan Zheng, Xinyue Chen, Xiaorong Pu, Lifang He |
| 2024 | IJCAI | Integrating Vision-Language Semantic Graphs in Multi-View Clustering. | Junlong Ke, Zichen Wen, Yechenhao Yang, Chenhang Cui, Yazhou Ren, Xiaorong Pu, Lifang He |
| 2024 | IJCAI | Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction. | Yan Zheng, Song Wu, Junyu Lin, Yazhou Ren, Jing He, Xiaorong Pu, Lifang He |
| 2023 | AAAI | Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering. | Zongmo Huang, Yazhou Ren, Xiaorong Pu, Shudong Huang, Zenglin Xu, Lifang He |
| 2023 | AAAI | Dual Label-Guided Graph Refinement for Multi-View Graph Clustering. | Yawen Ling, Jianpeng Chen, Yazhou Ren, Xiaorong Pu, Jie Xu, Xiaofeng Zhu, Lifang He |
| 2023 | IJCAI | Deep Multi-view Subspace Clustering with Anchor Graph. | Chenhang Cui, Yazhou Ren, Jingyu Pu, Xiaorong Pu, Lifang He |
| 2022 | ICIP | Cross Domain Low-Dose CT Image Denoising With Semantic Information Alignment. | Jiaxin Huang, Kecheng Chen, Jiayu Sun, Xiaorong Pu, Yazhou Ren |
| 2022 | ICONIP | Shared-Attribute Multi-Graph Clustering with Global Self-Attention. | Jianpeng Chen, Zhimeng Yang, Jingyu Pu, Yazhou Ren, Xiaorong Pu, Li Gao, Lifang He |
| 2022 | ICONIP | ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection. | Mengjie Wang, Yuxin Zhu, Xiaoyu Wei, Kecheng Chen, Xiaorong Pu, Chao Li, Yazhou Ren |
| 2021 | ICCV | 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 |
| 2020 | ICONIP | Low-Dose CT Image Blind Denoising with Graph Convolutional Networks. | Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Haoliang Li, Jiayu Sun |
| 2019 | DASC | A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu. | Xiaorong Pu, Kun Long, Kecheng Chen, Mei Xie, Jiancheng Lv, Dezhong Peng |
| 2019 | ICTAI | Automatic Identification of Alzheimer's Disease and Epilepsy Based on MRI. | Xijue Zhang, Wanling Li, Wangshu Shen, Lin Zhang, Xiaorong Pu, Lei Chen |
| 2017 | ISNN | Deep Semantics-Preserving Hashing Based Skin Lesion Image Retrieval. | Xiaorong Pu, Yan Li, Hang Qiu, Yinhui Sun |
| 2009 | ICNC | Modified PCNN Filtering for Fingerprint Enhancement. | Luping Ji, Xiaorong Pu, Guisong Liu |
| 2008 | ISKE | A kernel view of manifold analysis for face images. | Dong Huang, Zhang Yi, Xiaorong Pu |
| 2007 | ISNN | Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints. | Xiaorong Pu, Zhongjie Fang, Yongguo Liu |
| 2006 | ICNC | Fingerprint Classification by SPCNN and Combined LVQ Networks. | Luping Ji, Zhang Yi, Xiaorong Pu |
| 2006 | ISNN | Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories. | Xiaorong Pu, Zhang Yi, Yue Wu |
| 2006 | ISNN | Parts-Based Holistic Face Recognition with RBF Neural Networks. | Wei Zhou, Xiaorong Pu, Ziming Zheng |
| 2005 | ISNN | Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints. | Xiaorong Pu, Zhang Yi, Ziming Zheng, Wei Zhou, Mao Ye |