Guangzhi Qu

Guangzhi Qu

Oakland University

H-index: 18

North America-United States

About Guangzhi Qu

Guangzhi Qu, With an exceptional h-index of 18 and a recent h-index of 11 (since 2020), a distinguished researcher at Oakland University, specializes in the field of machine learning, data science, systems.

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

Earth Observation Data Provenance: A Blockchain-Based Solution

MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification

SATTree: A SHAP-Augmented Threshold Tree for Clustering Explanation

Air quality prediction and long-term trend analysis: a case study of Beijing

Efficient Differentially Private Tensor Factorization in the Parallel and Distributed Computing Paradigm

AIP: A named entity recognition method combining glyphs and sounds

Exploit the data level parallelism and schedule dependent tasks on the multi-core processors

Edge utilization in graph convolutional networks for graph classification

Guangzhi Qu Information

University

Position

___

Citations(all)

1489

Citations(since 2020)

568

Cited By

1378

hIndex(all)

18

hIndex(since 2020)

11

i10Index(all)

28

i10Index(since 2020)

12

Email

University Profile Page

Oakland University

Google Scholar

View Google Scholar Profile

Guangzhi Qu Skills & Research Interests

machine learning

data science

systems

Top articles of Guangzhi Qu

Title

Journal

Author(s)

Publication Date

Earth Observation Data Provenance: A Blockchain-Based Solution

IEEE Transactions on Industrial Informatics

Feng Zhang

Zihao Wang

Ruixin Guo

Guangzhi Qu

2024/4/18

MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification

Xiao Yue

Bo Liu

Andrew Meng

Guangzhi Qu

2023/12/21

SATTree: A SHAP-Augmented Threshold Tree for Clustering Explanation

Lige Gan

Bo Liu

Andrew Meng

Feng Zhang

Guangzhi Qu

2023/12/4

Air quality prediction and long-term trend analysis: a case study of Beijing

International Journal of Environmental Science and Technology

B Liu

M Wang

Z Hu

C Shi

J Li

...

2023/7

Efficient Differentially Private Tensor Factorization in the Parallel and Distributed Computing Paradigm

Feng Zhang

Hao Wang

Ruixin Guo

Erkang Xue

Guangzhi Qu

2023/12/21

AIP: A named entity recognition method combining glyphs and sounds

ACM Transactions on Asian and Low-Resource Language Information Processing

Bo Liu

Zhuo Su

Guangzhi Qu

2022/11/12

Exploit the data level parallelism and schedule dependent tasks on the multi-core processors

Information Sciences

Zijun Han

Guangzhi Qu

Bo Liu

Feng Zhang

2022/3/1

Edge utilization in graph convolutional networks for graph classification

Xiao Yue

Guangzhi Qu

Bo Liu

Feng Zhang

2022/12/12

A Lightweight and Fast Approach for Upper Limb Range of Motion Assessment

Xuke Yan

Linxi Zhang

Bo Liu

Guangzhi Qu

2022/12/12

A method for mining granger causality relationship on atmospheric visibility

ACM Transactions on Knowledge Discovery from Data (TKDD)

Bo Liu

Xi He

Mingdong Song

Jiangqiang Li

Guangzhi Qu

...

2021/5/28

A spatiotemporal recurrent neural network for prediction of atmospheric PM2. 5: a case study of Beijing

IEEE Transactions on Computational Social Systems

Bo Liu

Shuo Yan

Jianqiang Li

Yong Li

Jianlei Lang

...

2021/2/24

Boundary U-Net: A Segmentation Method to Improve Salt Bodies Identification Accuracy

Yelong Zhao

Bo Liu

Jianqiang Li

Yong Li

Hongli Chen

...

2021

Cascaded Segmented Matting Network for Human Matting

IEEE Access

Bo Liu

Haipeng Jing

Guangzhi Qu

Hans W Guesgen

2021/11/4

Automatic text summary generation method based on hybrid model DNM

Kuan Xu

Bo Liu

Jianqiang Li

Yong Li

Chen Hl

...

2021/10/17

DS-ADMM++: A novel distributed quantized ADMM to speed up differentially private matrix factorization

IEEE Transactions on Parallel and Distributed Systems

Feng Zhang

Erkang Xue

Ruixin Guo

Guangzhi Qu

Gansen Zhao

...

2021/9/3

Semi-automated Construction of Air Pollution Domain Ontology

Bo Liu

Jiahui Zhang

Jianqiang Li

Guangzhi Qu

Yong Li

...

2020

Granger-Causality Mining in Atmospheric Visibility Based on Deep Learning

Bo Liu

Xi He

Jianqiang Li

Guangzhi Qu

Jianlei Lang

...

2020

A summary evaluation method combining linguistic quality and semantic similarity

Xingwen Wang

Bo Liu

Libin Shen

Yong Li

Rentao Gu

...

2020/12/16

Optimizing the confidence bound of count-min sketches to estimate the streaming big data query results more precisely

Computing

Ruixin Guo

Erkang Xue

Feng Zhang

Gansen Zhao

Guangzhi Qu

2020/6

See List of Professors in Guangzhi Qu University(Oakland University)

Co-Authors

H-index: 66
Xingquan (Hill) Zhu

Xingquan (Hill) Zhu

Florida Atlantic University

H-index: 61
C S Raghavendra

C S Raghavendra

University of Southern California

H-index: 41
Ishwar K. Sethi

Ishwar K. Sethi

Oakland University

H-index: 19
Hui Wu

Hui Wu

Oakland University

H-index: 18
Chao Tong

Chao Tong

Beihang University

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