Shuhui Qu

Shuhui Qu

Stanford University

H-index: 13

North America-United States

About Shuhui Qu

Shuhui Qu, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at Stanford University, specializes in the field of smart manufacturing, reinforcement learning, multi-agent systems, graph neural network, adversarial learning.

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

Fusion model training using distance metrics

Method for video-based patch-wise vector quantized auto-encoder codebook learning for video anomaly detection

Machine learning systems and methods for classification

System and method for defect detection

14‐4: Efficient Multi‐stage Bayesian Optimization for Optimal Display Circuit Input Signal Design

Image-based defects identification and semi-supervised localization

SHAPNN: Shapley Value Regularized Tabular Neural Network

Vector quantized auto-encoder codebook learning for manufacturing display extreme minor defects detection

Shuhui Qu Information

University

Position

___

Citations(all)

1106

Citations(since 2020)

954

Cited By

498

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

18

i10Index(since 2020)

15

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Shuhui Qu Skills & Research Interests

smart manufacturing

reinforcement learning

multi-agent systems

graph neural network

adversarial learning

Top articles of Shuhui Qu

Title

Journal

Author(s)

Publication Date

Fusion model training using distance metrics

2024/4/2

Method for video-based patch-wise vector quantized auto-encoder codebook learning for video anomaly detection

2024/2/8

Machine learning systems and methods for classification

2024/4/18

System and method for defect detection

2023/8/24

14‐4: Efficient Multi‐stage Bayesian Optimization for Optimal Display Circuit Input Signal Design

SID Symposium Digest of Technical Papers

Yannick Bliesener

Zheng Wang

Shuhui Qu

Jinwoo Park

Janghwan Lee

2023/6

Image-based defects identification and semi-supervised localization

2023/10/5

SHAPNN: Shapley Value Regularized Tabular Neural Network

arXiv preprint arXiv:2309.08799

Qisen Cheng

Shuhui Qu

Janghwan Lee

2023/9/15

Vector quantized auto-encoder codebook learning for manufacturing display extreme minor defects detection

2023/8/24

Squat: Sharpness-and quantization-aware training for BERT

arXiv preprint arXiv:2210.07171

Zheng Wang

Juncheng B Li

Shuhui Qu

Florian Metze

Emma Strubell

2022/10/13

System and method for identifying manufacturing defects

2022/9/6

72‐3: Deep Learning Based Visual Defect Detection in Noisy and Imbalanced Data

SID Symposium Digest of Technical Papers

Qisen Cheng

Shuhui Qu

Janghwan Lee

2022/6

Error-aware Quantization through Noise Tempering

arXiv preprint arXiv:2212.05603

Zheng Wang

Juncheng B Li

Shuhui Qu

Florian Metze

Emma Strubell

2022/12/11

On adversarial robustness of large-scale audio visual learning

Juncheng B Li

Shuhui Qu

Xinjian Li

Po-Yao Bernie Huang

Florian Metze

2022/5/23

Systems and methods for sample generation for identifying manufacturing defects

2022/11/24

Robustness of Neural Architectures for Audio Event Detection

arXiv preprint arXiv:2205.03268

Juncheng B Li

Zheng Wang

Shuhui Qu

Florian Metze

2022/5/6

Systems and methods for identifying manufacturing defects

2022/10/27

AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification

arXiv preprint arXiv:2203.13448

Juncheng B Li

Shuhui Qu

Po-Yao Huang

Florian Metze

2022/3/25

Efficient multi-modal fusion with diversity analysis

Shuhui Qu

Yan Kang

Janghwan Lee

2021/10/17

Audio-visual event recognition through the lens of adversary

ICASSP 2021

Juncheng B Li

Kaixin Ma

Shuhui Qu

Po-Yao Huang

Florian Metze

2020/11/15

Multimodal machine learning for display panel defect layer identification

Janghwan Lee

Shuhui Qu

Yan Kang

Wonhyouk Jang

2021/5/10

See List of Professors in Shuhui Qu University(Stanford University)