Xiaoya Li

3.5k total citations · 1 hit paper
27 papers, 953 citations indexed

About

Xiaoya Li is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications. According to data from OpenAlex, Xiaoya Li has authored 27 papers receiving a total of 953 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 6 papers in Computer Vision and Pattern Recognition and 5 papers in Computer Networks and Communications. Recurrent topics in Xiaoya Li's work include Topic Modeling (11 papers), Natural Language Processing Techniques (8 papers) and Speech and Audio Processing (2 papers). Xiaoya Li is often cited by papers focused on Topic Modeling (11 papers), Natural Language Processing Techniques (8 papers) and Speech and Audio Processing (2 papers). Xiaoya Li collaborates with scholars based in China, Singapore and United States. Xiaoya Li's co-authors include Xiaofei Sun, Jiwei Li, Fei Wu, Yuxian Meng, Tianwei Zhang, Xiang Ao, Guoyin Wang, Boyang Xia, Shangwei Guo and Juan Cao and has published in prestigious journals such as Scientific Reports, International Journal of Biological Macromolecules and Applied Sciences.

In The Last Decade

Xiaoya Li

25 papers receiving 914 citations

Hit Papers

Dice Loss for Data-imbalanced NLP Tasks 2020 2026 2022 2024 2020 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Dice Loss for Data-imbalanced NLP Tasks
    2020 390 citations Xiaoya Li, Xiaofei Sun et al. profile →

Peers

Xiaoya Li
Zixing Song Hong Kong
Jwan Najeeb Saeed Iraq
Jafar Tanha Iran
Qingchen Zhang China
En Fan China
Sunil Aryal Australia
Maria Presa Reyes United States
Eric Eaton United States
Lei Cai China
Zixing Song Hong Kong
Xiaoya Li
Citations per year, relative to Xiaoya Li Xiaoya Li (= 1×) peers Zixing Song

Countries citing papers authored by Xiaoya Li

Since Specialization
Citations

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

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Xiaoya Li

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaoya Li. A scholar is included among the top collaborators of Xiaoya Li based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xiaoya Li. Xiaoya Li is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Wang, Shuhe, Xiaofei Sun, Xiaoya Li, et al.. (2025). GPT-NER: Named Entity Recognition via Large Language Models. 4257–4275. 9 indexed citations
2.
Song, Xiaoyu, H. S. Fu, Xiaoya Li, et al.. (2025). Hyaluronic acid-based hydrogel for cadmium removal and enhanced sorghum growth under cadmium stress. International Journal of Biological Macromolecules. 319(Pt 3). 145607–145607.
3.
Li, Xiaoya, et al.. (2025). Effect of different types of exercise on bone mineral density in postmenopausal women: a systematic review and network meta-analysis. Scientific Reports. 15(1). 11740–11740. 2 indexed citations
4.
Song, Qingfeng, et al.. (2024). Would reducing chlorophyll content result in a higher photosynthesis nitrogen use efficiency in crops?. Food and Energy Security. 13(4). 5 indexed citations
5.
Liu, Yutao, Jialin Wu, Ruiying Liu, et al.. (2024). Vibrio cholerae virulence is blocked by chitosan oligosaccharide-mediated inhibition of ChsR activity. Nature Microbiology. 9(11). 2909–2922. 5 indexed citations
6.
Sun, Xiaofei, Xiaoya Li, Jiwei Li, et al.. (2023). Text Classification via Large Language Models. 8990–9005. 74 indexed citations
7.
Sun, Xiaofei, Xiaoya Li, Yuxian Meng, et al.. (2023). Defending against Backdoor Attacks in Natural Language Generation. Proceedings of the AAAI Conference on Artificial Intelligence. 37(4). 5257–5265. 17 indexed citations
8.
Li, Xiaoya, et al.. (2023). DCAGS-IoT: Dynamic Cross-Domain Authentication Scheme Using Group Signature in IoT. Applied Sciences. 13(10). 5847–5847. 9 indexed citations
9.
Yu, Jifan, Xiaoya Li, Lei Hou, et al.. (2023). MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. 2924–2934. 8 indexed citations
10.
Li, Jiwei, Tianwei Zhang, Xiaoya Li, et al.. (2022). Triggerless Backdoor Attack for NLP Tasks with Clean Labels. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 20 indexed citations
11.
Sun, Zijun, Xiaoya Li, Xiaofei Sun, et al.. (2021). ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. 2065–2075. 97 indexed citations
12.
Li, Xiaoya, et al.. (2021). Mobile App Start-Up Prediction Based on Federated Learning and Attributed Heterogeneous Network Embedding. Future Internet. 13(10). 256–256. 4 indexed citations
13.
Li, Xiaoya, et al.. (2020). Dice Loss for Data-imbalanced NLP Tasks. 465–476. 390 indexed citations breakdown →
14.
Meng, Yuxian, Wei Wu, Fei Wang, et al.. (2019). Glyce: Glyph-vectors for Chinese Character Representations. arXiv (Cornell University). 32. 2742–2753. 35 indexed citations
15.
Wang, Peng, et al.. (2019). Network Intrusion Detection Based on Deep Learning. 431–435. 33 indexed citations
16.
Zhao, Yong-Ping, et al.. (2019). Extended least squares support vector machine with applications to fault diagnosis of aircraft engine. ISA Transactions. 97. 189–201. 55 indexed citations
17.
Neil, Daniel, et al.. (2017). Live demonstration: Event-driven real-time spoken digit recognition system. 8. 1–1. 1 indexed citations
18.
Li, Xiaoya. (2016). The change of hygroscopicity and other properties of heating-treated straw. Journal of Fujian Agriculture and Forestry University. 1 indexed citations
19.
Li, Xiaoya, et al.. (2013). A Semi-Orthogonal Distributed Alamouti Space-Time Codes Design. Wireless Personal Communications. 72(4). 2803–2821. 1 indexed citations
20.

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.

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