Xifeng Guo

3.1k citations

36 papers · 1.7k indexed · 2 hit papers · h-index 13

Artificial Intelligence top 1%
Computer Vision and Pattern Recognition top 1%
Electrical and Electronic Engineering
Statistical and Nonlinear Physics top 5%
Signal Processing top 5%

Co-authors: Xinwang Liu Jianping Yin Long Gao En Zhu Shuping Zhou Zhenhui Wang Qiang Liu Erxue Min
Topics: Video Surveillance and Tracking Methods (10 papers)Face and Expression Recognition (9 papers)Domain Adaptation and Few-Shot Learning (7 papers)
Cited by: Computational Mathematics Computer Vision and Pattern Recognition Artificial Intelligence
Journals: SHILAP Revista de lepidopterologíaIEEE Access Sensors
Partner nations: China United States Germany

In The Last Decade

Xifeng Guo

34 papers receiving 1.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Improved Deep Embedded Clustering with Local Structure Preservation

2017 517 citations Xifeng Guo, Long Gao et al. profile →
A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture

2018 340 citations Xifeng Guo, Qiang Liu et al. profile →

Peers

Countries citing papers authored by Xifeng Guo

Since Specialization

Citations

This map shows the geographic impact of Xifeng Guo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xifeng Guo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xifeng Guo more than expected).

Fields of papers citing papers by Xifeng Guo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xifeng Guo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xifeng Guo. The network helps show where Xifeng Guo may publish in the future.

Co-authorship network of co-authors of Xifeng Guo

This figure shows the co-authorship network connecting the top 25 collaborators of Xifeng Guo. A scholar is included among the top collaborators of Xifeng Guo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xifeng Guo. Xifeng Guo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Logarithmic mapping and multi-algorithm collaborative optimization for high dynamic load forecasting 2025 ·Electrical Engineering ·Xifeng Guo,Hongye Zhang,Yi Ning,Di Zheng,(unknown)	0
2	Graph Clustering with High-Order Contrastive Learning 2023 ·Entropy ·(unknown),En Zhu,Siwei Wang,Xifeng Guo	3
3	Research on Anti-Occlusion Correlation Filtering Tracking Algorithm Based on Adaptive Scale 2022 ·Information ·Xifeng Guo,(unknown),(unknown),Askar Hamdulla	1
4	Deep graph clustering with multi-level subspace fusion 2022 ·Pattern Recognition ·(unknown),Siwei Wang,Xifeng Guo,En Zhu	12
5	Auxiliary Graph for Attribute Graph Clustering 2022 ·Entropy ·(unknown),Siwei Wang,Xifeng Guo,Zhenyu Zhou,En Zhu	1
6	Adaptive Spatial Regularization Target Tracking Algorithm Based on Multifeature Fusion 2022 ·SHILAP Revista de lepidopterología ·(unknown),Xifeng Guo,Askar Hamdulla	0
7	Projective Multiple Kernel Subspace Clustering 2021 ·IEEE Transactions on Multimedia ·(unknown),Siwei Wang,Pei Zhang,Xinwang Liu,Xifeng Guo,Sihang Zhou,En Zhu	42
8	Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering 2020 ·Sensors ·Pei Zhang,Siwei Wang,Jingtao Hu,Zhen Cheng,Xifeng Guo,En Zhu,(unknown)	18
9	Anchor-Based Multiview Subspace Clustering With Diversity Regularization 2020 ·IEEE Multimedia ·(unknown),Siwei Wang,Sihang Zhou,Miaomiao Li,Xifeng Guo,En Zhu	23
10	Affine Equivariant Autoencoder 2019 ·Xifeng Guo,En Zhu,Xinwang Liu,Jianping Yin	5
11	Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine 2019 ·International Journal of Machine Learning and Cybernetics ·Siqi Wang,Qiang Liu,Xifeng Guo,En Zhu,Jianping Yin	2
12	Deep Embedded Clustering with Data Augmentation 2018 ·Asian Conference on Machine Learning ·Xifeng Guo,En Zhu,Xinwang Liu,Jianping Yin	27
13	Incomplete Multiview Clustering via Late Fusion 2018 ·Computational Intelligence and Neuroscience ·(unknown),Xinwang Liu,Qiang Liu,Xifeng Guo,Jianping Yin	8
14	Deep Embedding for Determining the Number of Clusters 2018 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown),Zhan Shi,Xifeng Guo,Xinwang Liu,En Zhu,Jianping Yin	10
15	A framework for tuberculosis drug resistance classification based on deep transfer learning 2018 ·Long Gao,En Zhu,(unknown),Xiaoyuan Liu,Xinwang Liu,Xifeng Guo	1
16	Improved Deep Embedded Clustering with Local Structure Preservationbreakdown → 2017 ·Xifeng Guo,Long Gao,Xinwang Liu,Jianping Yin	517
17	HEp-2 cell image classification method based on very deep convolutional networks with small datasets 2017 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·(unknown),Long Gao,Xifeng Guo,Qiang Liu,Jianping Yin	8
18	A fast and accurate method for detecting fingerprint reference point 2016 ·Neural Computing and Applications ·Xifeng Guo,En Zhu,Jianping Yin	11
19	Separation and determination of nitroaniline isomers by capillary zone electrophoresis with amperometric detection 2005 ·Talanta ·Xifeng Guo,(unknown),Weidong Zhang,Qingjiang Wang,Pingang He,Yuzhi Fang	44
20	The separation and determination of nitrophenol isomers by high-performance capillary zone electrophoresis 2004 ·Talanta ·Xifeng Guo,Zhenhui Wang,Shuping Zhou	218

About Xifeng Guo

Xifeng Guo is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence, having authored 36 papers that have together received 1.7k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (10 papers), Face and Expression Recognition (9 papers) and Domain Adaptation and Few-Shot Learning (7 papers). The work is most often cited by research in Computational Mathematics (24 citations), Computer Vision and Pattern Recognition (693 citations) and Artificial Intelligence (862 citations). Xifeng Guo has collaborated with scholars based in China, United States and Germany. Frequent co-authors include Xinwang Liu, Jianping Yin, Long Gao, En Zhu, Shuping Zhou, Zhenhui Wang, Qiang Liu, Erxue Min, Jun Long and Jianjing Cui. Their work appears in journals such as SHILAP Revista de lepidopterología, IEEE Access and Sensors.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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