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Junyuan Lin - Loyola Marymount University. Los Angeles, CA, US

Junyuan Lin

Assistant Professor of Mathematics | Loyola Marymount University


Seaver College of Science and Engineering


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 machine learning problems using graph algorithms with applications to protein-protein interaction networks, online social networks, 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 (4)

Tufts University: Ph.D., Mathematics 2019

Tufts University: Certificate, Computer Science 2017

Tufts University: M.S., Mathematics 2016

Pepperdine University: B.S., Mathematics 2014

Areas of Expertise (7)

Graph Algorithms

Computational Graph Theory

Network Analysis

Machine Learning

Data Mining

Scientific Computing