Congying Xia
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Domain Adaptation and Few-Shot Learning
- Text and Document Classification Technologies
- Speech and dialogue systems
- Advanced Graph Neural Networks
- Sentiment Analysis and Opinion Mining
- Information Systems top 5%
- Recommender Systems and Techniques
Papers in
-
- Topic Modeling 16
- Domain Adaptation and Few-Shot Learning 10
- Natural Language Processing Techniques 4
- Speech and dialogue systems 3
- Advanced Graph Neural Networks 2
- Advanced Text Analysis Techniques 1
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- Recommender Systems and Techniques 6
- Co-authors
- Philip S. Yu (23 shared papers)Lichao Sun (4 shared papers)Lifang He (5 shared papers)Yingtong Dou (2 shared papers)Hao Ming Peng (3 shared papers)Jianxin Li (2 shared papers)Kai Shu (1 shared paper)Renyu Yang (1 shared paper)
- Journals
- IEEE Transactions on Knowledge and Data Engineering (1 paper)ACM Transactions on Intelligent Systems and Technology (1 paper)Knowledge-Based Systems (1 paper)IEEE Transactions on Computational Biology and Bioinformatics (1 paper)ACM Transactions on Asian and Low-Resource Language Information Processing (1 paper)
- Partner nations
- United StatesChinaHong Kong
In The Last Decade
Congying Xia
30 papers receiving 1.1k citations
Congying Xia's Hit Papers
Peers
Comparison fields: 5 of 65
- Artificial Intelligence 775
- Information Systems 123
- Sociology and Political Science 217
- General Social Sciences 11
- Computer Vision and Pattern Recognition 49
Countries citing papers authored by Congying Xia
This map shows the geographic impact of Congying Xia'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 Congying Xia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Congying Xia more than expected).
Fields of papers citing papers by Congying Xia
This network shows the impact of papers produced by Congying Xia. 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 Congying Xia. The network helps show where Congying Xia may publish in the future.
Co-authors
The 25 scholars most cited alongside Congying Xia, 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 31 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Survey on Text Classification: From Traditional to Deep Learning Hit paper breakdown → | 2022 | 291 |
| 2 | User Preference-aware Fake News Detection Hit paper breakdown → | 2021 | 186 |
| 3 | 2018 | 148 | |
| 4 | 2020 | 82 | |
| 5 | 2019 | 63 | |
| 6 | 2017 | 51 | |
| 7 | 2021 | 49 | |
| 8 | 2021 | 38 | |
| 9 | 2021 | 31 | |
| 10 | 2018 | 23 | |
| 11 | 2020 | 22 | |
| 12 | 2022 | 21 | |
| 13 | 2020 | 20 | |
| 14 | 2020 | 18 | |
| 15 | 2021 | 17 | |
| 16 | 2020 | 15 | |
| 17 | 2020 | 15 | |
| 18 | 2021 | 15 | |
| 19 | 2024 | 13 | |
| 20 | 2021 | 12 |
About Congying Xia
Congying Xia is a scholar working on Artificial Intelligence, Information Systems, General Social Sciences, Software and Sociology and Political Science, having authored 31 papers that have together received 1.2k indexed citations. Recurring topics across this work include Topic Modeling (16 papers), Domain Adaptation and Few-Shot Learning (10 papers), Recommender Systems and Techniques (6 papers), Natural Language Processing Techniques (4 papers), Speech and dialogue systems (3 papers), Advanced Graph Neural Networks (2 papers), Misinformation and Its Impacts (2 papers) and Advanced Text Analysis Techniques (1 paper). The work is most often cited by research in Artificial Intelligence (775 citations), Information Systems (123 citations), Sociology and Political Science (217 citations), General Social Sciences (11 citations) and Computer Vision and Pattern Recognition (49 citations). Congying Xia has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Philip S. Yu, Lichao Sun, Lifang He, Yingtong Dou, Hao Ming Peng, Jianxin Li, Kai Shu, Renyu Yang, Qian Li and Xiaohui Yan. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, ACM Transactions on Intelligent Systems and Technology, Knowledge-Based Systems, IEEE Transactions on Computational Biology and Bioinformatics and ACM Transactions on Asian and Low-Resource Language Information Processing.
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.