Jimeng Sun
Impact in
- Computational Mathematics top 0.02%
- Tensor decomposition and applications
- Health Informatics top 0.1%
Papers in
-
- Machine Learning in Healthcare 87
- Topic Modeling 39
- Advanced Graph Neural Networks 16
-
- Tensor decomposition and applications 40
- Co-authors
- Cao Xiao (74 shared papers)Edward Choi (9 shared papers)Christos Faloutsos (25 shared papers)Walter F. Stewart (18 shared papers)Spiros I. Papadimitriou (18 shared papers)Lucas M. Glass (35 shared papers)Jie Tang (11 shared papers)Kexin Huang (8 shared papers)
- Journals
- Journal of the American Medical Informatics Association (13 papers)Journal of Biomedical Informatics (8 papers)IBM Journal of Research and Development (6 papers)Nature Communications (5 papers)Patterns (5 papers)
- Partner nations
- United StatesChinaUnited Kingdom
In The Last Decade
Jimeng Sun
301 papers receiving 17.8k citations
Jimeng Sun's Hit Papers
Peers
Comparison fields: 5 of 216
- Computational Mathematics 1.3k
- Health Informatics 663
- Health Information Management 1.8k
- Artificial Intelligence 8.4k
- Statistical and Nonlinear Physics 2.3k
Countries citing papers authored by Jimeng Sun
This map shows the geographic impact of Jimeng Sun'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 Jimeng Sun with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jimeng Sun more than expected).
Fields of papers citing papers by Jimeng Sun
This network shows the impact of papers produced by Jimeng Sun. 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 Jimeng Sun. The network helps show where Jimeng Sun may publish in the future.
Co-authors
The 25 scholars most cited alongside Jimeng Sun, 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 313 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Scientific discovery in the age of artificial intelligence Hit paper breakdown → | 2023 | 1070 |
| 2 | Social influence analysis in large-scale networks Hit paper breakdown → | 2009 | 724 |
| 3 | Using recurrent neural network models for early detection of heart failure onset Hit paper breakdown → | 2016 | 679 |
| 4 | Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review Hit paper breakdown → | 2018 | 547 |
| 5 | GRAM Hit paper breakdown → | 2017 | 474 |
| 6 | GraphScope Hit paper breakdown → | 2007 | 423 |
| 7 | MolTrans: Molecular Interaction Transformer for drug–target interaction prediction Hit paper breakdown → | 2020 | 411 |
| 8 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Text Hit paper breakdown → | 2022 | 410 |
| 9 | 2006 | 360 | |
| 10 | DeepPurpose: a deep learning library for drug–target interaction prediction Hit paper breakdown → | 2020 | 351 |
| 11 | 2003 | 344 | |
| 12 | Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review Hit paper breakdown → | 2020 | 343 |
| 13 | 2016 | 322 | |
| 14 | From hype to reality: data science enabling personalized medicine Hit paper breakdown → | 2018 | 318 |
| 15 | 2010 | 306 | |
| 16 | 2008 | 267 | |
| 17 | 2012 | 251 | |
| 18 | 2006 | 238 | |
| 19 | Doctor AI: Predicting Clinical Events via Recurrent Neural Networks. | 2016 | 237 |
| 20 | 2018 | 228 |
About Jimeng Sun
Jimeng Sun is a scholar working on Artificial Intelligence, Computational Mathematics, Health Information Management, Signal Processing and Statistical and Nonlinear Physics, having authored 313 papers that have together received 18.4k indexed citations. Recurring topics across this work include Machine Learning in Healthcare (87 papers), Tensor decomposition and applications (40 papers), Topic Modeling (39 papers), Biomedical Text Mining and Ontologies (35 papers), Complex Network Analysis Techniques (30 papers), Artificial Intelligence in Healthcare (24 papers), Time Series Analysis and Forecasting (22 papers) and Advanced Graph Neural Networks (16 papers). The work is most often cited by research in Computational Mathematics (1.3k citations), Health Informatics (663 citations), Health Information Management (1.8k citations), Artificial Intelligence (8.4k citations) and Statistical and Nonlinear Physics (2.3k citations). Jimeng Sun has collaborated with scholars based in United States, China and United Kingdom. Frequent co-authors include Cao Xiao, Edward Choi, Christos Faloutsos, Walter F. Stewart, Spiros I. Papadimitriou, Lucas M. Glass, Jie Tang, Kexin Huang, Philip S. Yu and Jie Tang. Their work appears in journals such as Journal of the American Medical Informatics Association, Journal of Biomedical Informatics, IBM Journal of Research and Development, Nature Communications and Patterns.
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.