Deng Cai
Impact in
- Computer Vision and Pattern Recognition top 0.05%
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Video Surveillance and Tracking Methods
- Computational Mathematics top 0.5%
Papers in
-
- Advanced Image and Video Retrieval Techniques 76
- Image Retrieval and Classification Techniques 57
- Face and Expression Recognition 55
- Multimodal Machine Learning Applications 22
- Advanced Neural Network Applications 20
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- Topic Modeling 26
- Domain Adaptation and Few-Shot Learning 18
- Co-authors
- Xiaofei He (113 shared papers)Jiawei Han (24 shared papers)Partha Niyogi (2 shared papers)Jiawei Han (7 shared papers)Wei‐Ying Ma (12 shared papers)Chiyuan Zhang (1 shared paper)Xuelong Li (13 shared papers)Jiajun Bu (25 shared papers)
- Journals
- Neurocomputing (25 papers)IEEE Transactions on Knowledge and Data Engineering (18 papers)IEEE Transactions on Image Processing (17 papers)IEEE Transactions on Cybernetics (6 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (5 papers)
- Partner nations
- ChinaUnited StatesUnited Kingdom
In The Last Decade
Deng Cai
224 papers receiving 15.2k citations
Deng Cai's Hit Papers
Peers
Comparison fields: 5 of 179
- Computer Vision and Pattern Recognition 9.8k
- Computational Mathematics 241
- Artificial Intelligence 7.0k
- Media Technology 1.9k
- Signal Processing 1.4k
Countries citing papers authored by Deng Cai
This map shows the geographic impact of Deng Cai'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 Deng Cai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Deng Cai more than expected).
Fields of papers citing papers by Deng Cai
This network shows the impact of papers produced by Deng Cai. 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 Deng Cai. The network helps show where Deng Cai may publish in the future.
Co-authors
The 25 scholars most cited alongside Deng Cai, 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 231 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Laplacian Score for Feature Selection Hit paper breakdown → | 2005 | 1321 |
| 2 | Unsupervised feature selection for multi-cluster data Hit paper breakdown → | 2010 | 804 |
| 3 | Semi-supervised Discriminant Analysis Hit paper breakdown → | 2007 | 582 |
| 4 | Document clustering using locality preserving indexing Hit paper breakdown → | 2005 | 562 |
| 5 | Graph Regularized Sparse Coding for Image Representation Hit paper breakdown → | 2010 | 439 |
| 6 | Constrained Nonnegative Matrix Factorization for Image Representation Hit paper breakdown → | 2011 | 400 |
| 7 | PixelLink: Detecting Scene Text via Instance Segmentation Hit paper breakdown → | 2018 | 389 |
| 8 | 2007 | 382 | |
| 9 | Locality sensitive discriminant analysis Hit paper breakdown → | 2007 | 375 |
| 10 | VIPS: a Vision-based Page Segmentation Algorithm | 2003 | 325 |
| 11 | What to Do Next: Modeling User Behaviors by Time-LSTM Hit paper breakdown → | 2017 | 311 |
| 12 | 2008 | 295 | |
| 13 | Tensor Subspace Analysis | 2005 | 276 |
| 14 | 2007 | 266 | |
| 15 | 2010 | 265 | |
| 16 | 2008 | 257 | |
| 17 | 2011 | 256 | |
| 18 | 2010 | 251 | |
| 19 | 2004 | 210 | |
| 20 | 2019 | 199 |
About Deng Cai
Deng Cai is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems, Signal Processing and Computational Mechanics, having authored 231 papers that have together received 15.7k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (76 papers), Image Retrieval and Classification Techniques (57 papers), Face and Expression Recognition (55 papers), Topic Modeling (26 papers), Multimodal Machine Learning Applications (22 papers), Advanced Neural Network Applications (20 papers), Domain Adaptation and Few-Shot Learning (18 papers) and Sparse and Compressive Sensing Techniques (18 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (9.8k citations), Computational Mathematics (241 citations), Artificial Intelligence (7.0k citations), Media Technology (1.9k citations) and Signal Processing (1.4k citations). Deng Cai has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Xiaofei He, Jiawei Han, Partha Niyogi, Jiawei Han, Wei‐Ying Ma, Chiyuan Zhang, Xuelong Li, Jiajun Bu, Ji-Rong Wen and Chun Chen. Their work appears in journals such as Neurocomputing, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Image Processing, 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.