Dinghan Shen
Impact in
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Text and Document Classification Technologies
- Sentiment Analysis and Opinion Mining
- Domain Adaptation and Few-Shot Learning
- Advanced Text Analysis Techniques
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- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
Papers in
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- Topic Modeling 20
- Natural Language Processing Techniques 17
- Sentiment Analysis and Opinion Mining 3
- Text and Document Classification Technologies 3
- Speech Recognition and Synthesis 3
- Advanced Text Analysis Techniques 2
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- Multimodal Machine Learning Applications 4
- Co-authors
- Lawrence Carin (18 shared papers)Ricardo Henao (8 shared papers)Yizhe Zhang (9 shared papers)Guoyin Wang (8 shared papers)Wenlin Wang (7 shared papers)Aslı Çelikyılmaz (3 shared papers)Qiuyuan Huang (2 shared papers)Yuan-Fang Wang (2 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Proceedings of the IEEE (1 paper)arXiv (Cornell University) (4 papers)Proceedings of the AAAI Conference on Artificial Intelligence (1 paper)Neural Information Processing Systems (1 paper)
- Partner nations
- United StatesChinaUnited Kingdom
In The Last Decade
Dinghan Shen
24 papers receiving 1.1k citations
Dinghan Shen's Hit Papers
Peers
Comparison fields: 5 of 83
- Artificial Intelligence 933
- Computer Vision and Pattern Recognition 474
- General Social Sciences 22
- Information Systems 106
- Signal Processing 40
Countries citing papers authored by Dinghan Shen
This map shows the geographic impact of Dinghan Shen'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 Dinghan Shen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dinghan Shen more than expected).
Fields of papers citing papers by Dinghan Shen
This network shows the impact of papers produced by Dinghan Shen. 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 Dinghan Shen. The network helps show where Dinghan Shen may publish in the future.
Co-authors
The 25 scholars most cited alongside Dinghan Shen, 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 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation Hit paper breakdown → | 2019 | 306 |
| 2 | 2018 | 269 | |
| 3 | 2018 | 184 | |
| 4 | Adversarial feature matching for text generation | 2017 | 71 |
| 5 | 2019 | 44 | |
| 6 | Deconvolutional paragraph representation learning | 2017 | 41 |
| 7 | 2018 | 37 | |
| 8 | 2018 | 24 | |
| 9 | 2018 | 24 | |
| 10 | 2019 | 19 | |
| 11 | 2021 | 19 | |
| 12 | 2018 | 17 | |
| 13 | 2020 | 17 | |
| 14 | Topic compositional neural language model | 2018 | 16 |
| 15 | 2018 | 16 | |
| 16 | CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding | 2021 | 12 |
| 17 | 2020 | 8 | |
| 18 | 2019 | 8 | |
| 19 | Adaptive Convolutional Filter Generation for Natural Language Understanding. | 2017 | 7 |
| 20 | 2018 | 6 |
About Dinghan Shen
Dinghan Shen is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics, Oceanography and Signal Processing, having authored 24 papers that have together received 1.2k indexed citations. Recurring topics across this work include Topic Modeling (20 papers), Natural Language Processing Techniques (17 papers), Multimodal Machine Learning Applications (4 papers), Sentiment Analysis and Opinion Mining (3 papers), Text and Document Classification Technologies (3 papers), Speech Recognition and Synthesis (3 papers), Advanced Text Analysis Techniques (2 papers) and Complex Network Analysis Techniques (2 papers). The work is most often cited by research in Artificial Intelligence (933 citations), Computer Vision and Pattern Recognition (474 citations), General Social Sciences (22 citations), Information Systems (106 citations) and Signal Processing (40 citations). Dinghan Shen has collaborated with scholars based in United States, China and United Kingdom. Frequent co-authors include Lawrence Carin, Ricardo Henao, Yizhe Zhang, Guoyin Wang, Wenlin Wang, Aslı Çelikyılmaz, Qiuyuan Huang, Yuan-Fang Wang, Xin Wang and William Yang Wang. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the IEEE, arXiv (Cornell University), Proceedings of the AAAI Conference on Artificial Intelligence and Neural Information Processing Systems.
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.