Junyuan Lin

Assistant Professor of Mathematics, Statistics and Data Science Loyola Marymount University

  • Los Angeles CA

Seaver College of Science and Engineering

Contact

Loyola Marymount University

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Biography

Contact:
Phone: (310) 338-7879
Email: Junyuan.lin@lmu.edu
Office: University Hall 2718
Dr. Junyuan Lin is an Assistant Professor of Mathematics, Statistics and Data Science at Loyola Marymount University. Her research interests include spectral graph theory and algorithms, fast and scalable solvers for large-scale sparse linear systems, and adaptive numerical solvers for graph Laplacian systems. Dr. Lin also works on scientific computing algorithms for machine learning problems with applications to protein-protein interaction networks, online social networks, knowledge graphs and user recommendation systems. Her research team has won the 1st place of the DREAM Disease Module Identification challenge hosted by IBM Research and National Institutes of Health, and published their findings on Nature Methods.

Education

Tufts University

Ph.D.

Mathematics

2019

Tufts University

Certificate

Computer Science

2017

Tufts University

M.S.

Mathematics

2016

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Areas of Expertise

Scientific Computing
Graph Algorithms
Machine Learning
Network Analysis
Data Mining
Bioinformatics