Rongjie Lai

About

Dr. Rongjie Lai received his B.S. degree in mathematics from the University of Science and Technology of China, in 2003, his M.S. degree in mathematics from the Academy of Mathematics and System Sciences, Chinese Academy of Sciences in 2006 and his Ph.D. degree in applied mathematics from the University of California, Los Angeles, in 2010. Before he joined RPI in 2014, Dr. Lai held visiting assistant professor positions at the University of Southern California and the University of California, Irvine, respectively.
 
Dr. Lai’s research interests are mainly in developing mathematical and computational tools for analyzing and processing signals, images as well as unorganized data using methods of variational partial differential equations, computational differential geometry and learning.  His research further extends to the design of efficient numerical methods to solve variational PDEs and optimization problems. Dr. Lai’s research has wide applications in medical imaging, brain mapping, computer graphics, as well as their extensions to data science. In 2018, Dr. Lai was granted an NSF CAREER award for his research in geometry and learning for manifold-structured data in 3D and higher dimension. 

Research

Primary Research Focus
Applied and Computational Math
Other Focus Areas

Geometric and learning for manifold-structured data, Variational PDEs, Image processing and applications, Optimization.

Research Groups

Weekly MIDO seminars

Recognition

Awards & Honors

NSF CAREER Award

Publications

The following is a selection of recent publications in Scopus. Rongjie Lai has 46 indexed publications in the subjects of Mathematics, Computer Science, and Engineering.

Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong
Journal of Scientific Computing
, 90
, 2022
.
Abiy Tasissa, Rongjie Lai
Linear Algebra and Its Applications
, 625
, 2021
, pp.81-112
.
Omri Azencot, Rongjie Lai
Computer Graphics Forum
, 40
, 2021
, pp.97-110
.
Wonjun Lee, Rongjie Lai, Wuchen Li, Stanley Osher
Journal of Computational Physics
, 436
, 2021
.
Stefan C. Schonsheck, Michael M. Bronstein, Rongjie Lai
Journal of Scientific Computing
, 86
, 2021
.
Rui Xiang, Rongjie Lai, Hongkai Zhao
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
, 2021
, pp.15925-15934
.
N. Joseph Tatro, Pin Yu Chen, Payel Das, Igor Melnyk, Prasanna Sattigeri, Rongjie Lai
Advances in Neural Information Processing Systems
, 2020-December
, 2020
.
Rui Xiang, Rongjie Lai, Hongkai Zhao
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
, 2020
, pp.9510-9519
.
Honglin Yuan, Xiaoyi Gu, Rongjie Lai, Zaiwen Wen
Journal of Scientific Computing
, 80
, 2019
, pp.1139-1170
.
Abiy Tasissa, Rongjie Lai
IEEE Transactions on Information Theory
, 65
, 2019
, pp.3124-3144
.

View All Scopus Publications

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