Xiaoqian Liu
Xiaoqian Liu publishes mostly in Artificial Intelligence, Information Systems and Management Science and Operations Research, on topics such as Advanced Graph Neural Networks, Recommender Systems and Techniques and Heme Oxygenase-1 and Carbon Monoxide.
- World rank
- #1,592,437 of 1,633,909 ranked researchers
- Rank in China
- #180,145 of 187,979
- Works
- 15
- Citations
- 13
- Citations per work
- 0.9
What does Xiaoqian Liu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Information Systems10% of their works
- 3Management Science and Operations Research10% of their works
- 4Computer Networks and Communications5% of their works
- 5Civil and Structural Engineering5% of their works
- 6Ophthalmology5% of their works
Research topics
- Advanced Graph Neural Networks
- Recommender Systems and Techniques
- Heme Oxygenase-1 and Carbon Monoxide
- Natural Language Processing Techniques
- Privacy-Preserving Technologies in Data
- Adversarial Robustness in Machine Learning
- Text and Document Classification Technologies
- Stochastic Gradient Optimization Techniques
Which keywords describe Xiaoqian Liu's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Collaborative Filtering, Graph Neural Networks, Knowledge Graph Embedding, Machine Learning, Matrix Factorization and Adversarial Examples.
- Stochastic Gradient Descent
- Robustness
- Neural Machine Translation
- Heme Oxygenase-1
- Differential Privacy
- Adversarial Examples
- Machine Learning
- Graph Neural Networks
- Neural Networks
- Deep Learning
- Collaborative Filtering
- Knowledge Graph Embedding
- Matrix Factorization
- Carbon Monoxide
- Federated Learning
- Multi-label Learning
- Random Projections
- Statistical Machine Translation
- Text Classification
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.
All 19 words, with their numbers
- Deep Learning64 topics
- Neural Networks43 topics
- Collaborative Filtering21 topic
- Graph Neural Networks21 topic
- Knowledge Graph Embedding21 topic
- Machine Learning22 topics
- Matrix Factorization21 topic
- Adversarial Examples11 topic
- Carbon Monoxide11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Heme Oxygenase-111 topic
- Multi-label Learning11 topic
- Neural Machine Translation11 topic
- Random Projections11 topic
- Robustness11 topic
- Statistical Machine Translation11 topic
- Stochastic Gradient Descent11 topic
- Text Classification11 topic
Where does Xiaoqian Liu work?
Xiaoqian Liu's main affiliation in the publication record is Shandong University, China.
How many publications and citations does Xiaoqian Liu have?
Science Explorer counts 15 works and 13 citations for Xiaoqian Liu, ranking #1,592,437 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 Xiaoqian Liu
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