Xinyan Xiao
Xinyan Xiao publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Topic Modeling, Natural Language Processing Techniques and Multimodal Machine Learning Applications.
- World rank
- #1,027,080 of 7,710,434 ranked researchers
- Rank in China
- #145,063 of 978,568
- Works
- 95
- Citations
- 2.4k
- Citations per work
- 25.3
What does Xinyan Xiao research?
Xinyan Xiao's work is mostly in Computer Science (91%), Engineering (1%), Biochemistry, Genetics and Molecular Biology (1%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences8993.2%
- Computer Science8791.4%
- Engineering11.1%
- Materials Science10.7%
- Everything else66.1%
- Life Sciences10.7%
- 1Artificial Intelligence63% of their works
- 2Computer Vision and Pattern Recognition26% of their works
- 3Information Systems2% of their works
- 4Electrical and Electronic Engineering1% of their works
- 5Molecular Biology1% of their works
- 6Materials Chemistry1% of their works
Research topics
- Topic Modeling
- Natural Language Processing Techniques
- Multimodal Machine Learning Applications
- Advanced Text Analysis Techniques
- Text and Document Classification Technologies
- Generative Adversarial Networks and Image Synthesis
- Domain Adaptation and Few-Shot Learning
- Advanced Image and Video Retrieval Techniques
Which keywords describe Xinyan Xiao's research?
The keywords of their largest research topics: Neural Networks, Information Retrieval, Text Classification, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation and Deep Learning.
- Transfer Learning
- Feature Matching
- Multi-label Learning
- Generative Adversarial Networks
- Extraction
- Unsupervised Learning
- Visual Question Answering
- Deep Learning
- Neural Machine Translation
- Machine Translation
- Information Retrieval
- Neural Networks
- Text Classification
- Word Representation
- Statistical Machine Translation
- Image Captioning
- Representation Learning
- Automatic
- Feature Selection
- Image Synthesis
- Domain Adaptation
- Local Descriptors
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 22 words, with their numbers
- Neural Networks1154 topics
- Information Retrieval712 topics
- Text Classification712 topics
- Machine Translation621 topic
- Word Representation621 topic
- Neural Machine Translation531 topic
- Statistical Machine Translation531 topic
- Deep Learning473 topics
- Image Captioning301 topic
- Visual Question Answering301 topic
- Representation Learning172 topics
- Unsupervised Learning172 topics
- Automatic141 topic
- Extraction141 topic
- Feature Selection91 topic
- Generative Adversarial Networks91 topic
- Image Synthesis91 topic
- Multi-label Learning91 topic
- Domain Adaptation81 topic
- Feature Matching81 topic
- Local Descriptors81 topic
- Transfer Learning81 topic
Where does Xinyan Xiao work?
Xinyan Xiao's main affiliation in the publication record is Baidu (China), China.
How many publications and citations does Xinyan Xiao have?
OpenAlex counts 95 works and 2,403 citations for Xinyan Xiao, an h-index of 22, ranking #1,027,080 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Other researchers named Xinyan Xiao
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