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Li Liao
Interpretable Machine Learning
Domain-specific Biological Knowledge Integration
Statistical Methods For Bioinformatics
424 Smith Hall
About
My research interests are in bioinformatics. I am particularly interested in developing statistical and machine learning methods that are effective, expressive and interpretable, via incorporating domain specific knowledge of biological systems.
Research Performance Summary
2016-2025
Active Research Span
First Recorded Paper
Note on invertible matrices over commutative semirings
Year:
2016
Citations:
5
Venue:
Linear and Multilinear Algebra 64 (3)
Latest Recorded Paper
Statistical Divergences and Density Estimation for Anomaly Detection and Generative Modeling
Year:
2025
Citations:
0
Venue:
University of Delaware
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Liao
Vakanski
Xian
Research Impact by Period
Papers
3
Citations
23
Avg. Citations / Paper
7.7
H-Index
1
Papers
4
Citations
470
Avg. Citations / Paper
117.5
H-Index
4
Papers
1
Citations
5
Avg. Citations / Paper
5
H-Index
1
Contact and Professional Links
Detected Research Keywords
No research keyword data found.