Taifeng Wang
Impact in
- Artificial Intelligence top 0.5%
- Topic Modeling
- Anomaly Detection Techniques and Applications
- Imbalanced Data Classification Techniques
- Natural Language Processing Techniques
- Health Information Management top 0.5%
Papers in
-
- Topic Modeling 12
- Natural Language Processing Techniques 10
- Advanced Graph Neural Networks 4
- Stochastic Gradient Optimization Techniques 4
- Advanced Text Analysis Techniques 4
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- Multimodal Machine Learning Applications 4
- Co-authors
- Tie‐Yan Liu (15 shared papers)Qi Meng (4 shared papers)Wei Chen (3 shared papers)Guolin Ke (2 shared papers)Thomas Finley (2 shared papers)Qiwei Ye (2 shared papers)Weidong Ma (1 shared paper)Yuyu Zhang (3 shared papers)
- Journals
- Information Retrieval (1 paper)Nature Methods (1 paper)Signal Processing Image Communication (1 paper)IEEE Transactions on Cybernetics (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)
- Partner nations
- ChinaUnited StatesUnited Kingdom
In The Last Decade
Taifeng Wang
32 papers receiving 7.4k citations
Taifeng Wang's Hit Papers
Peers
Comparison fields: 5 of 218
- Artificial Intelligence 2.3k
- Health Information Management 188
- Environmental Engineering 618
- Signal Processing 423
- Management Science and Operations Research 487
Countries citing papers authored by Taifeng Wang
This map shows the geographic impact of Taifeng Wang'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 Taifeng Wang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Taifeng Wang more than expected).
Fields of papers citing papers by Taifeng Wang
This network shows the impact of papers produced by Taifeng Wang. 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 Taifeng Wang. The network helps show where Taifeng Wang may publish in the future.
Co-authors
The 25 scholars most cited alongside Taifeng Wang, 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 33 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | LightGBM: A Highly Efficient Gradient Boosting Decision Tree Hit paper breakdown → | 2017 | 6640 |
| 2 | Large-scale foundation model on single-cell transcriptomics Hit paper breakdown → | 2024 | 191 |
| 3 | 2014 | 185 | |
| 4 | 2021 | 85 | |
| 5 | 2020 | 71 | |
| 6 | 2018 | 68 | |
| 7 | 2021 | 43 | |
| 8 | 2011 | 39 | |
| 9 | 2020 | 33 | |
| 10 | 2020 | 30 | |
| 11 | 2012 | 30 | |
| 12 | 2020 | 26 | |
| 13 | 2020 | 18 | |
| 14 | 2013 | 18 | |
| 15 | 2017 | 14 | |
| 16 | 2015 | 13 | |
| 17 | Asynchronous Stochastic Gradient Descent with Delay Compensation for Distributed Deep Learning. | 2016 | 11 |
| 18 | 2009 | 10 | |
| 19 | Asynchronous accelerated stochastic gradient descent | 2016 | 8 |
| 20 | 2017 | 8 |
About Taifeng Wang
Taifeng Wang is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Computer Networks and Communications and Statistical and Nonlinear Physics, having authored 33 papers that have together received 7.6k indexed citations. Recurring topics across this work include Topic Modeling (12 papers), Natural Language Processing Techniques (10 papers), Web Data Mining and Analysis (7 papers), Advanced Graph Neural Networks (4 papers), Stochastic Gradient Optimization Techniques (4 papers), Multimodal Machine Learning Applications (4 papers), Advanced Text Analysis Techniques (4 papers) and Complex Network Analysis Techniques (4 papers). The work is most often cited by research in Artificial Intelligence (2.3k citations), Health Information Management (188 citations), Environmental Engineering (618 citations), Signal Processing (423 citations) and Management Science and Operations Research (487 citations). Taifeng Wang has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Tie‐Yan Liu, Qi Meng, Wei Chen, Guolin Ke, Thomas Finley, Qiwei Ye, Weidong Ma, Yuyu Zhang, Jianshan He and Wei Chu. Their work appears in journals such as Information Retrieval, Nature Methods, Signal Processing Image Communication, IEEE Transactions on Cybernetics and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.