Yingce Xia
Impact in
- Health Informatics top 0.5%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Machine Learning in Healthcare
Papers in
-
- Topic Modeling 24
- Natural Language Processing Techniques 22
- Domain Adaptation and Few-Shot Learning 6
-
- Multimodal Machine Learning Applications 13
- Co-authors
- Tao Qin (43 shared papers)Tie‐Yan Liu (24 shared papers)Renqian Luo (2 shared papers)Sheng Zhang (1 shared paper)Hoifung Poon (1 shared paper)Lijun Wu (22 shared papers)Tie‐Yan Liu (8 shared papers)Nenghai Yu (8 shared papers)
- Journals
- Briefings in Bioinformatics (4 papers)Neurocomputing (2 papers)Bioinformatics (2 papers)IEEE/ACM Transactions on Audio Speech and Language Processing (2 papers)Machine Learning (2 papers)
- Partner nations
- ChinaUnited StatesUnited Kingdom
In The Last Decade
Yingce Xia
56 papers receiving 1.6k citations
Yingce Xia's Hit Papers
Peers
Comparison fields: 5 of 122
- Health Informatics 142
- Artificial Intelligence 964
- Computer Vision and Pattern Recognition 384
- Computational Theory and Mathematics 172
- Management Science and Operations Research 106
Countries citing papers authored by Yingce Xia
This map shows the geographic impact of Yingce 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 Yingce Xia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yingce Xia more than expected).
Fields of papers citing papers by Yingce Xia
This network shows the impact of papers produced by Yingce 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 Yingce Xia. The network helps show where Yingce Xia may publish in the future.
Co-authors
The 25 scholars most cited alongside Yingce 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 56 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | BioGPT: generative pre-trained transformer for biomedical text generation and mining Hit paper breakdown → | 2022 | 562 |
| 2 | Deliberation Networks: Sequence Generation Beyond One-Pass Decoding | 2017 | 118 |
| 3 | 2019 | 56 | |
| 4 | Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation | 2018 | 54 |
| 5 | 2018 | 42 | |
| 6 | 2022 | 40 | |
| 7 | 2019 | 37 | |
| 8 | 2019 | 36 | |
| 9 | Budgeted multi-armed bandits with multiple plays | 2016 | 36 |
| 10 | Adversarial Neural Machine Translation | 2018 | 35 |
| 11 | 2019 | 35 | |
| 12 | 2022 | 32 | |
| 13 | Decoding with Value Networks for Neural Machine Translation | 2017 | 30 |
| 14 | 2023 | 28 | |
| 15 | 2022 | 28 | |
| 16 | 2023 | 24 | |
| 17 | Multi-agent dual learning | 2019 | 24 |
| 18 | 2023 | 23 | |
| 19 | Model-Level Dual Learning | 2018 | 22 |
| 20 | 2023 | 22 |
About Yingce Xia
Yingce Xia is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Molecular Biology, Computational Theory and Mathematics and Computer Networks and Communications, having authored 56 papers that have together received 1.6k indexed citations. Recurring topics across this work include Topic Modeling (24 papers), Natural Language Processing Techniques (22 papers), Multimodal Machine Learning Applications (13 papers), Computational Drug Discovery Methods (8 papers), Advanced Bandit Algorithms Research (7 papers), Optimization and Search Problems (6 papers), Domain Adaptation and Few-Shot Learning (6 papers) and Biomedical Text Mining and Ontologies (6 papers). The work is most often cited by research in Health Informatics (142 citations), Artificial Intelligence (964 citations), Computer Vision and Pattern Recognition (384 citations), Computational Theory and Mathematics (172 citations) and Management Science and Operations Research (106 citations). Yingce Xia has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Tao Qin, Tie‐Yan Liu, Renqian Luo, Sheng Zhang, Hoifung Poon, Lijun Wu, Tie‐Yan Liu, Nenghai Yu, Fei Tian and Shufang Xie. Their work appears in journals such as Briefings in Bioinformatics, Neurocomputing, Bioinformatics, IEEE/ACM Transactions on Audio Speech and Language Processing and Machine Learning.
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.