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Author

Xifeng Guo

Observed names: GUO Xifeng, Guo, Xifeng, X. Y. Guo, XiFeng Guo
Observed institutions: National University of Defense Technology, Chinese Academy of Sciences, Dongguan University of Technology, National Space Science Center, Shenyang Jianzhu University, Shanghai Maritime University, Xinjiang University
ORCID: 0000-0002-3556-1516
Observed ORCID: 0000-0002-3556-1516
OpenAlex ID: A5048544691
Improved Deep Embedded Clustering with Local Structure Preservation
2017 · Xifeng Guo, Long Gao, et al. · International Joint Conference on Artificial Intelligence · 999
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Deep Clustering with Convolutional Autoencoders
2017 · Xifeng Guo, Xinwang Liu, et al. · Lecture notes in computer science · 575
A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture
2018 · Erxue Min, Xifeng Guo, et al. · IEEE Access · 553
Deep Fusion Clustering Network
2021 · Wenxuan Tu, Sihang Zhou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 273
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Multiview Subspace Clustering via Co-Training Robust Data Representation
2021 · Jiyuan Liu, Xinwang Liu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 150
Adaptive Self-paced Deep Clustering with Data Augmentation
2019 · Xifeng Guo, Xinwang Liu, et al. · IEEE Transactions on Knowledge and Data Engineering · 109
Deep Embedded Clustering with Data Augmentation
2018 · Xifeng Guo, En Zhu, et al. · Asian Conference on Machine Learning · 83
Projective Multiple Kernel Subspace Clustering
2021 · Mengjing Sun, Siwei Wang, et al. · IEEE Transactions on Multimedia · 64
Walking to singular points of fingerprints
2016 · En Zhu, Xifeng Guo, et al. · Pattern Recognition · 51
An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos
2019 · Jingtao Hu, En Zhu, et al. · Sensors · 40
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Anchor-Based Multiview Subspace Clustering With Diversity Regularization
2020 · Qiyuan Ou, Siwei Wang, et al. · IEEE Multimedia · 39
Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering
2020 · Pei Zhang, Siwei Wang, et al. · Sensors · 29
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Deep graph clustering with multi-level subspace fusion
2022 · Wang Li, Siwei Wang, et al. · Pattern Recognition · 25
Joint prediction of state of health and remaining useful life for lithium-ion batteries based on health features optimization and multi-model fusion
2024 · Di Zheng, Shuo Man, et al. · Ionics · 16
Deep Embedding for Determining the Number of Clusters
2018 · Yiqi Wang, Zhan Shi, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 14
A fast and accurate method for detecting fingerprint reference point
2016 · Xifeng Guo, En Zhu, et al. · Neural Computing and Applications · 13
Incomplete Multiview Clustering via Late Fusion
2018 · Yongkai Ye, Xinwang Liu, et al. · Computational Intelligence and Neuroscience · 11
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HEp-2 cell image classification method based on very deep convolutional networks with small datasets
2017 · Mengchi Lu, Long Gao, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 11
Multi-View Deep Clustering based on AutoEncoder
2020 · Shihao Dong, Huiying Xu, et al. · Journal of Physics Conference Series · 9
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Affine Equivariant Autoencoder
2019 · Xifeng Guo, En Zhu, et al. · International Joint Conference on Artificial Intelligence · 8
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Chronic Wounds Image Generator Based on Deep Convolutional Generative Adversarial Networks
2018 · Junnan Zhang, En Zhu, et al. · Communications in computer and information science · 8
A simple approach for unsupervised domain adaptation
2016 · Xifeng Guo, Wei Chen, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 7
Graph Clustering with High-Order Contrastive Learning
2023 · Wang Li, En Zhu, et al. · Entropy · 6
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Appearance changes detection during tracking
2016 · Wei Chen, Xifeng Guo, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 5
Auxiliary Graph for Attribute Graph Clustering
2022 · Wang Li, Siwei Wang, et al. · Entropy · 3
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Works count: 37
Citation count: 3,114
H-index: 14
I10-index: 18
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