Concepedia

Author

Jialin Liu

University of California, Los AngelesORCID

Also Known As

J. Liu, Jialin Liu, Liu Jialin, Liu, Jialin

20

Publications

367

Citations

7

H-Index

32

Concepts

All Affiliations

University of California, Los AngelesLos Alamos National Laboratory
JL

About

Jialin Liu is an author at University of California, Los Angeles specializing in engineering, computer science, and deep learning.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

6

6

346

2

Computer Science

5

5

279

3

Data Science

3

3

156

4

Public Health

1

1

20

5

Computer Engineering

1

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20

Jialin Liu

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6

Publications

346

Citations

6

H-Index

YearCitations

ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA

Jialin Liu, Xiaohan Chen, Shuicheng Yan,

International Conference on Learning Representations

2018

103

Learning to Optimize: A Primer and A Benchmark

Tianlong Chen, Xiaohan Chen, Wuyang Chen,

arXiv (Cornell University)

2021

92

Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration

Jian Kang, Danfeng Hong, Jialin Liu,

IEEE Transactions on Neural Networks and Learning Systems

2020

67

First- and Second-Order Methods for Online Convolutional Dictionary Learning

Jialin Liu, Cristina García–Cardona, Brendt Wohlberg,

SIAM Journal on Imaging Sciences

2018

36

Online convolutional dictionary learning

Jialin Liu, Cristina García–Cardona, Brendt Wohlberg,

2017

28

Multilevel Optimal Transport: A Fast Approximation of Wasserstein-1 Distances

Jialin Liu, Wotao Yin, Wuchen Li,

SIAM Journal on Scientific Computing

2021

20

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