Xiaofei He
Impact in
- Computational Mathematics top 0.2%
- Computer Vision and Pattern Recognition top 0.02%
- Face and Expression Recognition
- Image Retrieval and Classification Techniques
- Advanced Image and Video Retrieval Techniques
- Video Surveillance and Tracking Methods
Papers in
-
- Advanced Image and Video Retrieval Techniques 73
- Image Retrieval and Classification Techniques 69
- Face and Expression Recognition 68
- Multimodal Machine Learning Applications 17
- Advanced Neural Network Applications 15
-
- Text and Document Classification Technologies 14
- Co-authors
- Deng Cai (113 shared papers)Partha Niyogi (3 shared papers)Jiawei Han (25 shared papers)Deng Cai (11 shared papers)Thomas S. Huang (3 shared papers)Jiawei Han (8 shared papers)Chiyuan Zhang (5 shared papers)Wei‐Ying Ma (14 shared papers)
- Journals
- Neurocomputing (19 papers)IEEE Transactions on Knowledge and Data Engineering (19 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (11 papers)IEEE Transactions on Image Processing (9 papers)Pattern Recognition (5 papers)
- Partner nations
- ChinaUnited StatesCanada
In The Last Decade
Xiaofei He
249 papers receiving 18.5k citations
Xiaofei He's Hit Papers
Peers
Comparison fields: 5 of 183
- Computational Mathematics 442
- Computer Vision and Pattern Recognition 12.2k
- Media Technology 2.7k
- Artificial Intelligence 7.2k
- Signal Processing 1.8k
Countries citing papers authored by Xiaofei He
This map shows the geographic impact of Xiaofei He'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 Xiaofei He with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaofei He more than expected).
Fields of papers citing papers by Xiaofei He
This network shows the impact of papers produced by Xiaofei He. 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 Xiaofei He. The network helps show where Xiaofei He may publish in the future.
Co-authors
The 25 scholars most cited alongside Xiaofei He, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 256 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Locality Preserving Projections Hit paper breakdown → | 2003 | 2932 |
| 2 | Graph Regularized Nonnegative Matrix Factorization for Data Representation Hit paper breakdown → | 2010 | 1819 |
| 3 | Laplacian Score for Feature Selection Hit paper breakdown → | 2005 | 1321 |
| 4 | Unsupervised feature selection for multi-cluster data Hit paper breakdown → | 2010 | 804 |
| 5 | Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization Hit paper breakdown → | 2013 | 601 |
| 6 | Semi-supervised Discriminant Analysis Hit paper breakdown → | 2007 | 582 |
| 7 | Document clustering using locality preserving indexing Hit paper breakdown → | 2005 | 562 |
| 8 | 2007 | 382 | |
| 9 | Locality sensitive discriminant analysis Hit paper breakdown → | 2007 | 375 |
| 10 | 2008 | 295 | |
| 11 | 2007 | 278 | |
| 12 | Tensor Subspace Analysis | 2005 | 276 |
| 13 | 2007 | 266 | |
| 14 | 2010 | 265 | |
| 15 | 2004 | 210 | |
| 16 | 2017 | 204 | |
| 17 | 2011 | 195 | |
| 18 | 2010 | 181 | |
| 19 | 2020 | 165 | |
| 20 | 2008 | 163 |
About Xiaofei He
Xiaofei He is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Computational Mechanics, Signal Processing and Information Systems, having authored 256 papers that have together received 19.1k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (73 papers), Image Retrieval and Classification Techniques (69 papers), Face and Expression Recognition (68 papers), Sparse and Compressive Sensing Techniques (29 papers), Multimodal Machine Learning Applications (17 papers), Nonlinear Differential Equations Analysis (16 papers), Advanced Neural Network Applications (15 papers) and Text and Document Classification Technologies (14 papers). The work is most often cited by research in Computational Mathematics (442 citations), Computer Vision and Pattern Recognition (12.2k citations), Media Technology (2.7k citations), Artificial Intelligence (7.2k citations) and Signal Processing (1.8k citations). Xiaofei He has collaborated with scholars based in China, United States and Canada. Frequent co-authors include Deng Cai, Partha Niyogi, Jiawei Han, Deng Cai, Thomas S. Huang, Jiawei Han, Chiyuan Zhang, Wei‐Ying Ma, Hujun Bao and Zhou Zhao. Their work appears in journals such as Neurocomputing, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and Pattern Recognition.
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.