Xiaofeng He
Impact in
- Computational Mathematics top 2%
- Artificial Intelligence top 0.5%
- Advanced Clustering Algorithms Research
- Topic Modeling
- Machine Learning in Healthcare
Papers in
-
- Topic Modeling 39
- Advanced Clustering Algorithms Research 15
- Natural Language Processing Techniques 10
- Semantic Web and Ontologies 7
- Reinforcement Learning in Robotics 5
- Machine Learning in Healthcare 5
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- Information Retrieval and Search Behavior 12
- Recommender Systems and Techniques 11
- Co-authors
- Chris H. Q. Ding (26 shared papers)Horst D. Simon (14 shared papers)Hongyuan Zha (20 shared papers)Ming Gu (5 shared papers)Chengyu Wang (40 shared papers)Aoying Zhou (30 shared papers)Lu Wang (7 shared papers)Wei Zhang (2 shared papers)
- Journals
- IEEE Transactions on Knowledge and Data Engineering (3 papers)Knowledge and Information Systems (3 papers)Frontiers of Computer Science (3 papers)Lecture notes in computer science (21 papers)World Wide Web (2 papers)
- Partner nations
- ChinaUnited StatesSingapore
In The Last Decade
Xiaofeng He
112 papers receiving 3.3k citations
Xiaofeng He's Hit Papers
Peers
Comparison fields: 5 of 131
- Computational Mathematics 64
- Artificial Intelligence 1.8k
- Computer Vision and Pattern Recognition 579
- Statistical and Nonlinear Physics 243
- Information Systems 526
Countries citing papers authored by Xiaofeng He
This map shows the geographic impact of Xiaofeng 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 Xiaofeng He with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaofeng He more than expected).
Fields of papers citing papers by Xiaofeng He
This network shows the impact of papers produced by Xiaofeng 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 Xiaofeng He. The network helps show where Xiaofeng He may publish in the future.
Co-authors
The 25 scholars most cited alongside Xiaofeng 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 117 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering Hit paper breakdown → | 2005 | 760 |
| 2 | Spectral Relaxation for K-means Clustering | 2001 | 439 |
| 3 | 2001 | 228 | |
| 4 | 2018 | 170 | |
| 5 | 2003 | 116 | |
| 6 | 2002 | 113 | |
| 7 | 2001 | 88 | |
| 8 | 2004 | 74 | |
| 9 | 2004 | 70 | |
| 10 | 2015 | 61 | |
| 11 | 2002 | 58 | |
| 12 | 2004 | 58 | |
| 13 | 2007 | 57 | |
| 14 | 2001 | 55 | |
| 15 | 2004 | 53 | |
| 16 | 2004 | 53 | |
| 17 | Spectral min-max cut for graph partitioning and data clustering | 2001 | 52 |
| 18 | 2017 | 49 | |
| 19 | On the Equivalence of Nonnegative Matrix Factorization and K-means - Spectral Clustering | 2005 | 47 |
| 20 | 2019 | 45 |
About Xiaofeng He
Xiaofeng He is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Management Science and Operations Research and Statistical and Nonlinear Physics, having authored 117 papers that have together received 3.5k indexed citations. Recurring topics across this work include Topic Modeling (39 papers), Advanced Clustering Algorithms Research (15 papers), Information Retrieval and Search Behavior (12 papers), Recommender Systems and Techniques (11 papers), Natural Language Processing Techniques (10 papers), Semantic Web and Ontologies (7 papers), Reinforcement Learning in Robotics (5 papers) and Machine Learning in Healthcare (5 papers). The work is most often cited by research in Computational Mathematics (64 citations), Artificial Intelligence (1.8k citations), Computer Vision and Pattern Recognition (579 citations), Statistical and Nonlinear Physics (243 citations) and Information Systems (526 citations). Xiaofeng He has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Chris H. Q. Ding, Horst D. Simon, Hongyuan Zha, Ming Gu, Chengyu Wang, Aoying Zhou, Lu Wang, Wei Zhang, Parry Husbands and Stephen R. Holbrook. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, Knowledge and Information Systems, Frontiers of Computer Science, Lecture notes in computer science and World Wide Web.
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.