Shumin Deng
Impact in
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Graph Neural Networks
- Advanced Text Analysis Techniques
- Text and Document Classification Technologies
- Domain Adaptation and Few-Shot Learning
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- Data Quality and Management
Papers in
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- Topic Modeling 29
- Natural Language Processing Techniques 23
- Advanced Graph Neural Networks 8
- Advanced Text Analysis Techniques 5
- Text and Document Classification Technologies 4
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- Multimodal Machine Learning Applications 6
- Co-authors
- Huajun Chen (32 shared papers)Ningyu Zhang (27 shared papers)Fei Huang (11 shared papers)Chuanqi Tan (9 shared papers)Xin Xie (5 shared papers)Luo Si (3 shared papers)Jiaoyan Chen (6 shared papers)Mosha Chen (7 shared papers)
- Journals
- IEEE/ACM Transactions on Audio Speech and Language Processing (2 papers)Fundamental Research (1 paper)Expert Systems with Applications (1 paper)Knowledge-Based Systems (1 paper)Journal of Web Semantics (1 paper)
- Partner nations
- ChinaUnited StatesSingapore
In The Last Decade
Shumin Deng
38 papers receiving 1.3k citations
Shumin Deng's Hit Papers
Peers
Comparison fields: 5 of 98
- Artificial Intelligence 1.0k
- Management Science and Operations Research 185
- Health Informatics 16
- Computer Vision and Pattern Recognition 170
- Information Systems 149
Countries citing papers authored by Shumin Deng
This map shows the geographic impact of Shumin Deng'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 Shumin Deng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shumin Deng more than expected).
Fields of papers citing papers by Shumin Deng
This network shows the impact of papers produced by Shumin Deng. 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 Shumin Deng. The network helps show where Shumin Deng may publish in the future.
Co-authors
The 25 scholars most cited alongside Shumin Deng, 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 40 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Hit paper breakdown → | 2022 | 226 |
| 2 | 2019 | 127 | |
| 3 | 2021 | 109 | |
| 4 | LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities Hit paper breakdown → | 2024 | 87 |
| 5 | 2021 | 72 | |
| 6 | 2018 | 71 | |
| 7 | 2022 | 67 | |
| 8 | 2023 | 66 | |
| 9 | 2022 | 52 | |
| 10 | 2020 | 47 | |
| 11 | 2023 | 35 | |
| 12 | 2020 | 33 | |
| 13 | 2021 | 33 | |
| 14 | 2021 | 26 | |
| 15 | 2023 | 24 | |
| 16 | 2021 | 24 | |
| 17 | AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction | 2021 | 22 |
| 18 | 2020 | 21 | |
| 19 | 2020 | 18 | |
| 20 | 2024 | 18 |
About Shumin Deng
Shumin Deng is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Management Science and Operations Research and Computer Networks and Communications, having authored 40 papers that have together received 1.3k indexed citations. Recurring topics across this work include Topic Modeling (29 papers), Natural Language Processing Techniques (23 papers), Advanced Graph Neural Networks (8 papers), Multimodal Machine Learning Applications (6 papers), Advanced Text Analysis Techniques (5 papers), Text and Document Classification Technologies (4 papers), Data Quality and Management (3 papers) and Software Engineering Research (2 papers). The work is most often cited by research in Artificial Intelligence (1.0k citations), Management Science and Operations Research (185 citations), Health Informatics (16 citations), Computer Vision and Pattern Recognition (170 citations) and Information Systems (149 citations). Shumin Deng has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Huajun Chen, Ningyu Zhang, Fei Huang, Chuanqi Tan, Xin Xie, Luo Si, Jiaoyan Chen, Mosha Chen, Yunzhi Yao and Xiang Chen. Their work appears in journals such as IEEE/ACM Transactions on Audio Speech and Language Processing, Fundamental Research, Expert Systems with Applications, Knowledge-Based Systems and Journal of Web Semantics.
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.