Dawen Liang
Dawen Liang publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Music Technology and Sound Studies, Music and Audio Processing and Neuroscience and Music Perception.
- World rank
- #171,821 of 1,633,909 ranked researchers
- Rank in United States
- #70,987 of 358,040
- Works
- 18
- Citations
- 446
- Citations per work
- 24.8
What does Dawen Liang research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence35% of their works
- 2Computer Vision and Pattern Recognition24% of their works
- 3Signal Processing24% of their works
- 4General Social Sciences6% of their works
- 5Cognitive Neuroscience6% of their works
- 6Information Systems6% of their works
Research topics
Which keywords describe Dawen Liang's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Audio Signal Classification, Interactive Evolutionary Computation, Music Generation, Music Information Retrieval, Semi-Supervised Learning and Representation Learning.
- Transfer Learning
- Mixture Models
- Graph Neural Networks
- Extraction
- Clustering
- Auditory Cortex
- Representation Learning
- Music Information Retrieval
- Interactive Evolutionary Computation
- Machine Learning
- Deep Learning
- Audio Signal Classification
- Music Generation
- Semi-Supervised Learning
- Active Learning
- Automatic
- Domain Adaptation
- Gaussian Processes
- Knowledge Graph Embedding
- Temporal Processing
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 20 words, with their numbers
- Deep Learning53 topics
- Machine Learning42 topics
- Audio Signal Classification31 topic
- Interactive Evolutionary Computation31 topic
- Music Generation31 topic
- Music Information Retrieval31 topic
- Semi-Supervised Learning33 topics
- Representation Learning22 topics
- Active Learning11 topic
- Auditory Cortex11 topic
- Automatic11 topic
- Clustering11 topic
- Domain Adaptation11 topic
- Extraction11 topic
- Gaussian Processes11 topic
- Graph Neural Networks11 topic
- Knowledge Graph Embedding11 topic
- Mixture Models11 topic
- Temporal Processing11 topic
- Transfer Learning11 topic
Where does Dawen Liang work?
Dawen Liang's main affiliation in the publication record is Netflix (United States), United States.
How many publications and citations does Dawen Liang have?
Science Explorer counts 18 works and 446 citations for Dawen Liang, ranking #171,821 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.