Xifeng Guo

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 31

Top Topics

Data Representation

Outlier Removal

Subspace Clustering

Top Venues

Publications

Wang Li, Siwei Wang, Xifeng Guo, En Zhu
Deep graph clustering with multi-level subspace fusion. Pattern Recognit. 134 (2023)
Wang Li, En Zhu, Siwei Wang, Xifeng Guo
Attributed Graph Subspace Clustering with Graph-Boosting. ACML (2023)
Wang Li, En Zhu, Siwei Wang, Xifeng Guo
Graph Clustering with High-Order Contrastive Learning. Entropy 25 (10) (2023)
Yue Liu, Jun Xia, Sihang Zhou, Siwei Wang, Xifeng Guo, Xihong Yang, Ke Liang, Wenxuan Tu, Stan Z. Li, Xinwang Liu
A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application. CoRR (2022)
Wang Li, Siwei Wang, Xifeng Guo, Zhenyu Zhou, En Zhu
Auxiliary Graph for Attribute Graph Clustering. Entropy 24 (10) (2022)
Mengjing Sun, Siwei Wang, Pei Zhang, Xinwang Liu, Xifeng Guo, Sihang Zhou, En Zhu
Projective Multiple Kernel Subspace Clustering. IEEE Trans. Multim. 24 (2022)
Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Xifeng Guo, Marius Kloft, Liangzhong He
Multiview Subspace Clustering via Co-Training Robust Data Representation. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Wenxuan Tu, Sihang Zhou, Xinwang Liu, Xifeng Guo, Zhiping Cai, En Zhu, Jieren Cheng
Deep Fusion Clustering Network. AAAI (2021)
Mingjie Luo, Siwei Wang, Xinwang Liu, Wenxuan Tu, Yi Zhang, Xifeng Guo, Sihang Zhou, En Zhu
Deep Distribution-preserving Incomplete Clustering with Optimal Transport. CoRR (2021)
Qiyuan Ou, Siwei Wang, Sihang Zhou, Miaomiao Li, Xifeng Guo, En Zhu
Anchor-Based Multiview Subspace Clustering With Diversity Regularization. IEEE Multim. 27 (4) (2020)
Sihang Zhou, Xinwang Liu, Jiyuan Liu, Xifeng Guo, Yawei Zhao, En Zhu, Yongping Zhai, Jianping Yin, Wen Gao
Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix. AAAI (2020)
Wenxuan Tu, Sihang Zhou, Xinwang Liu, Xifeng Guo, Zhiping Cai, En Zhu, Jieren Cheng
Deep Fusion Clustering Network. CoRR (2020)
Xifeng Guo, Jiyuan Liu, Sihang Zhou, En Zhu, Shihao Dong
Image Representation Learning by Transformation Regression. ICPR (2020)
Xifeng Guo, Xinwang Liu, En Zhu, Xinzhong Zhu, Miaomiao Li, Xin Xu, Jianping Yin
Adaptive Self-Paced Deep Clustering with Data Augmentation. IEEE Trans. Knowl. Data Eng. 32 (9) (2020)
Pei Zhang, Siwei Wang, Jingtao Hu, Zhen Cheng, Xifeng Guo, En Zhu, Zhiping Cai
Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering. Sensors 20 (20) (2020)
Xifeng Guo, En Zhu, Xinwang Liu, Jianping Yin
Affine Equivariant Autoencoder. IJCAI (2019)
Siqi Wang, Qiang Liu, Xifeng Guo, En Zhu, Jianping Yin
Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine. Int. J. Mach. Learn. Cybern. 10 (12) (2019)
Jingtao Hu, En Zhu, Siqi Wang, Xinwang Liu, Xifeng Guo, Jianping Yin
An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos. Sensors 19 (19) (2019)
Erxue Min, Xifeng Guo, Qiang Liu, Gen Zhang, Jianjing Cui, Jun Long
A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture. IEEE Access 6 (2018)
Xifeng Guo, En Zhu, Xinwang Liu, Jianping Yin
Deep Embedded Clustering with Data Augmentation. ACML (2018)
Jianping Yin, Mengchi Lu, Long Gao, Xifeng Guo
A framework of predicting drug resistance of lung tuberculosis by utilizing radiological images. ICACI (2018)
Yiqi Wang, Zhan Shi, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin
Deep Embedding for Determining the Number of Clusters. AAAI (2018)
Xifeng Guo, En Zhu, Jianping Yin
A fast and accurate method for detecting fingerprint reference point. Neural Comput. Appl. 29 (1) (2018)
Junnan Zhang, En Zhu, Xifeng Guo, Haohao Chen, Jianping Yin
Chronic Wounds Image Generator Based on Deep Convolutional Generative Adversarial Networks. NCTCS (2018)
Yongkai Ye, Xinwang Liu, Qiang Liu, Xifeng Guo, Jianping Yin
Incomplete Multiview Clustering via Late Fusion. Comput. Intell. Neurosci. 2018 (2018)
Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin
Deep Clustering with Convolutional Autoencoders. ICONIP (2) (2017)
Xifeng Guo, Long Gao, Xinwang Liu, Jianping Yin
Improved Deep Embedded Clustering with Local Structure Preservation. IJCAI (2017)
Xifeng Guo, En Zhu, Sihang Zhou, Xiaolong Shen, Jianping Yin
一种基于交点权重图的指纹焦点检测方法 (Fingerprint Focal Point Detection Method Based on Map of Cross Points' Weights). 计算机科学 43 (2) (2016)
En Zhu, Xifeng Guo, Jianping Yin
Walking to singular points of fingerprints. Pattern Recognit. 56 (2016)
Xifeng Guo, Wei Chen, Jianping Yin
A simple approach for unsupervised domain adaptation. ICPR (2016)
Wei Chen, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin
Appearance changes detection during tracking. ICPR (2016)