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Cheng Xin

Cheng Xin

Purdue University

H-index: 5

North America-United States

Contact Cheng Xin

About Cheng Xin

Cheng Xin, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Purdue University, specializes in the field of Computational Geometry, Topological Data Analysis, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision

GRIL: A -parameter Persistence Based Vectorization for Machine Learning

A -parameter Persistence Layer for Learning

Generalized persistence algorithm for decomposing multiparameter persistence modules

Rectangular Approximation and Stability of -parameter Persistence Modules

Cheng Xin Information

University

Position

___

Citations(all)

214

Citations(since 2020)

188

Cited By

96

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Cheng Xin Skills & Research Interests

Computational Geometry

Topological Data Analysis

Machine Learning

Top articles of Cheng Xin

DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision

arXiv preprint arXiv:2312.16256

2023/12/26

Lu Ling
Lu Ling

H-Index: 4

Yichen Sheng
Yichen Sheng

H-Index: 0

Cheng Xin
Cheng Xin

H-Index: 4

Lantao Yu
Lantao Yu

H-Index: 11

Qianyu Guo
Qianyu Guo

H-Index: 7

Yawen Lu
Yawen Lu

H-Index: 1

Hao Kang
Hao Kang

H-Index: 5

Xiangrui Kong
Xiangrui Kong

H-Index: 10

Bedrich Benes
Bedrich Benes

H-Index: 32

Aniket Bera
Aniket Bera

H-Index: 18

GRIL: A -parameter Persistence Based Vectorization for Machine Learning

arXiv preprint arXiv:2304.04970

2023/4/11

Cheng Xin
Cheng Xin

H-Index: 4

Soham Mukherjee
Soham Mukherjee

H-Index: 4

A -parameter Persistence Layer for Learning

2022/9/29

Cheng Xin
Cheng Xin

H-Index: 4

Soham Mukherjee
Soham Mukherjee

H-Index: 4

Generalized persistence algorithm for decomposing multiparameter persistence modules

Journal of Applied and Computational Topology

2022/9

Cheng Xin
Cheng Xin

H-Index: 4

Rectangular Approximation and Stability of -parameter Persistence Modules

arXiv preprint arXiv:2108.07429

2021/8/17

Cheng Xin
Cheng Xin

H-Index: 4

See List of Professors in Cheng Xin University(Purdue University)

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