Xiaoya Li
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Text and Document Classification Technologies
- Domain Adaptation and Few-Shot Learning
- Anomaly Detection Techniques and Applications
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- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
Papers in
-
- Topic Modeling 11
- Natural Language Processing Techniques 8
- Hate Speech and Cyberbullying Detection 2
- Text Readability and Simplification 2
- Adversarial Robustness in Machine Learning 2
- Co-authors
- Xiaofei Sun (9 shared papers)Jiwei Li (7 shared papers)Fei Wu (6 shared papers)Yuxian Meng (8 shared papers)Tianwei Zhang (7 shared papers)Guoyin Wang (3 shared papers)Xiang Ao (2 shared papers)Ke Gao (1 shared paper)
- Journals
- Applied Sciences (1 paper)Food and Energy Security (1 paper)Nature Microbiology (1 paper)ISA Transactions (1 paper)International Journal of Biological Macromolecules (1 paper)
- Partner nations
- ChinaUnited StatesSingapore
In The Last Decade
Xiaoya Li
27 papers receiving 983 citations
Xiaoya Li's Hit Papers
Peers
Comparison fields: 5 of 120
- Artificial Intelligence 543
- Computer Vision and Pattern Recognition 208
- Media Technology 78
- Signal Processing 71
- Health Informatics 7
Countries citing papers authored by Xiaoya Li
This map shows the geographic impact of Xiaoya Li'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 Xiaoya Li with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaoya Li more than expected).
Fields of papers citing papers by Xiaoya Li
This network shows the impact of papers produced by Xiaoya Li. 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 Xiaoya Li. The network helps show where Xiaoya Li may publish in the future.
Co-authors
The 25 scholars most cited alongside Xiaoya Li, 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 27 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Dice Loss for Data-imbalanced NLP Tasks Hit paper breakdown → | 2020 | 408 |
| 2 | 2021 | 123 | |
| 3 | 2021 | 102 | |
| 4 | 2023 | 85 | |
| 5 | 2019 | 58 | |
| 6 | Glyce: Glyph-vectors for Chinese Character Representations | 2019 | 35 |
| 7 | 2019 | 34 | |
| 8 | 2022 | 20 | |
| 9 | 2021 | 19 | |
| 10 | 2023 | 18 | |
| 11 | 2025 | 17 | |
| 12 | 2022 | 16 | |
| 13 | 2019 | 14 | |
| 14 | 2006 | 13 | |
| 15 | 2023 | 11 | |
| 16 | 2023 | 9 | |
| 17 | 2024 | 8 | |
| 18 | 2021 | 6 | |
| 19 | 2024 | 5 | |
| 20 | 2025 | 4 |
About Xiaoya Li
Xiaoya Li is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Electrical and Electronic Engineering and Molecular Biology, having authored 27 papers that have together received 1.0k indexed citations. Recurring topics across this work include Topic Modeling (11 papers), Natural Language Processing Techniques (8 papers), Hate Speech and Cyberbullying Detection (2 papers), Text Readability and Simplification (2 papers), Adversarial Robustness in Machine Learning (2 papers), Speech and Audio Processing (2 papers), Internet of Things and Social Network Interactions (1 paper) and Plant Physiology and Cultivation Studies (1 paper). The work is most often cited by research in Artificial Intelligence (543 citations), Computer Vision and Pattern Recognition (208 citations), Media Technology (78 citations), Signal Processing (71 citations) and Health Informatics (7 citations). Xiaoya Li has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Xiaofei Sun, Jiwei Li, Fei Wu, Yuxian Meng, Tianwei Zhang, Guoyin Wang, Xiang Ao, Ke Gao, Lei Li and Juan Cao. Their work appears in journals such as Applied Sciences, Food and Energy Security, Nature Microbiology, ISA Transactions and International Journal of Biological Macromolecules.
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.