Shancong Mou

Shancong Mou

Georgia Institute of Technology

H-index: 5

North America-United States

About Shancong Mou

Shancong Mou, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of advanced manufactruing, numerical algorithms, machine learning, statstics, applied probability.

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

Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data under Data-Sharing Constraints

Tensor-based temporal control for partially observed high-dimensional streaming data

SPAC: Sparse sensor placement-based adaptive control for high precision fuselage assembly

Vision datasets: A benchmark for vision-based industrial inspection

PAEDID: Patch Autoencoder-based Deep Image Decomposition for pixel-level defective region segmentation

RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection

Compressed Smooth Sparse Decomposition

Convex Relaxation for Optimal Fixture Layout Design

Shancong Mou Information

University

Position

___

Citations(all)

52

Citations(since 2020)

51

Cited By

5

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Shancong Mou Skills & Research Interests

advanced manufactruing

numerical algorithms

machine learning

statstics

applied probability

Top articles of Shancong Mou

Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data under Data-Sharing Constraints

Technometrics

2024/3/26

Tensor-based temporal control for partially observed high-dimensional streaming data

Technometrics

2023/11/21

SPAC: Sparse sensor placement-based adaptive control for high precision fuselage assembly

IISE Transactions

2023/11/2

Vision datasets: A benchmark for vision-based industrial inspection

arXiv preprint arXiv:2306.07890

2023/6/13

PAEDID: Patch Autoencoder-based Deep Image Decomposition for pixel-level defective region segmentation

IISE Transactions

2023/1/16

RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection

2022/9/29

Compressed Smooth Sparse Decomposition

INFORMS Journal on Data Science

2023/4

Shancong Mou
Shancong Mou

H-Index: 1

Jianjun Shi
Jianjun Shi

H-Index: 32

Convex Relaxation for Optimal Fixture Layout Design

IISE Transactions

2023/7/3

Finite Element Analysis Model-Based Cautious Automatic Optimal Shape Control for Fuselage Assembly

Journal of Manufacturing Science and Engineering

2022/8/1

72‐4: Invited Paper: Synthetic Defect Generation for Display Front‐of‐Screen Quality Inspection: A Survey

2022/6

Stationary behavior of constant stepsize sgd type algorithms: An asymptotic characterization

Proceedings of the ACM on Measurement and Analysis of Computing Systems

2022/2/25

Additive Tensor Decomposition Considering Structural Data Information

IEEE Transactions on Automation Science and Engineering

2021/7/26

A Data Fusion Framework for Fracture Toughness Modeling Using Multiple Sources of Data

2020/7/8

Heavy-traffic queue length behavior in a switch under Markovian arrivals

Stochastic Systems

2016/11

See List of Professors in Shancong Mou University(Georgia Institute of Technology)

Co-Authors

academic-engine