ABOUT ME
Dr. Le is currently an assistant Professor in Department of Computer Science & Computer Engineering at University of Arkansas. She was a research associate in Department of Electrical and Computer Engineering (ECE) at Carnegie Mellon University (CMU) in 2018-2019. She received the Ph.D degree in ECE at CMU in 2018, ECE Master degree at CMU in 2015, CS Master Degree at University of Science, Vietnam in 2009 and CS Bachelor degree at University of Science, Vietnam in 2005.
Her current research interests focus on Image Understanding, Biometrics, Computer Vision, Machine Learning, Deep Learning, Reinforcement Learning, Medical Imaging, Genomics.
Her publications appear in top conferences including CVPR, MICCAI, ICCV, SPIE, IJCV, ICIP etc, and premier journals including JESA, TIP, PR, JDSP, TIFS, etc. She has co-authored 44+ journals, conference papers, and book chapters, 6+ patents and inventions. She co-organized the Deep Reinforcement Learning Tutorial for Medical Imaging at MICCAI 2018, Medical Image Learning with Less Labels and Imperfect Data workshop at MICCAI 2019, Precognition: Seeing through the Future at CVPR 2019. She has served as a reviewer for 10+ top-tier conferences and journals, including AAAI, CVPR, NIPS, ICCV, MICCAI, TIP, PR, IVC, etc

EDUCATION
RESEARCH INTERESTS
Image Understanding
Instance Semantic Segmentation.
Scene Parsing
Sep.2011 - May.2018
Carnegie Mellon University, Pittsburgh, US
PhD in Electrical and Computer Engineering
Biometrics
Face Matching.
Face Matting
Facia Hair Segmentation
Machine Learning
Traditional Machine Learning (PCA, LDA, SVM).
Deep Learning
Reinforcement Learning
Medical Imaging
Detect, classify and segment tumor/abnormal cell.
Predict brain growth and AD development
Sep.2011 - May.2015
Carnegie Mellon University, Pittsburgh, US
Master in Electrical and Computer Engineering
May.2010 - Sep.2011
Concordia University, Canada
PhD Candidate in Computer Science
Sep.2006 - May.2009
University of Sciences, Vietnam
Master in Computer Science
Sep.2001 - Sep.2005
University of Sciences, Vietnam
BS in Computer Science