Zhiqiang Ge

Zhiqiang Ge

Zhejiang University

H-index: 59

Asia-China

About Zhiqiang Ge

Zhiqiang Ge, With an exceptional h-index of 59 and a recent h-index of 49 (since 2020), a distinguished researcher at Zhejiang University, specializes in the field of Industrial Big Data, Process Monitoring, Soft Sensor, Data-driven Modeling, Industrial AI.

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

Deep Probabilistic Principal Component Analysis for Process Monitoring

IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution

Reliable Soft Sensors With an Inherent Process Graph Constraint

Adversarial Learning From Imbalanced Data: A Robust Industrial Fault Classification Method

ABIGX: A Unified Framework for eXplainable Fault Detection and Classification

Defect detection of color-patterned fabric based on DenoisingGAN

Feature Augmentation for Adversarial Robustness

Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics

Zhiqiang Ge Information

University

Position

Professor of Automation

Citations(all)

13368

Citations(since 2020)

9467

Cited By

7983

hIndex(all)

59

hIndex(since 2020)

49

i10Index(all)

178

i10Index(since 2020)

159

Email

University Profile Page

Zhejiang University

Google Scholar

View Google Scholar Profile

Zhiqiang Ge Skills & Research Interests

Industrial Big Data

Process Monitoring

Soft Sensor

Data-driven Modeling

Industrial AI

Top articles of Zhiqiang Ge

Title

Journal

Author(s)

Publication Date

Deep Probabilistic Principal Component Analysis for Process Monitoring

IEEE Transactions on Neural Networks and Learning Systems

Xiangyin Kong

Yimeng He

Zhihuan Song

Tong Liu

Zhiqiang Ge

2024/4/23

IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution

IEEE Transactions on Pattern Analysis and Machine Intelligence

Yue Zhuo

Zhiqiang Ge

2024/4/12

Reliable Soft Sensors With an Inherent Process Graph Constraint

IEEE Transactions on Industrial Informatics

Ruikun Zhai

Junhua Zheng

Zhihuan Song

Zhiqiang Ge

2024/3/26

Adversarial Learning From Imbalanced Data: A Robust Industrial Fault Classification Method

IEEE Transactions on Information Forensics and Security

Zhenqin Yin

Xinmin Zhang

Zhihuan Song

Zhiqiang Ge

2023/12/14

ABIGX: A Unified Framework for eXplainable Fault Detection and Classification

arXiv preprint arXiv:2311.05316

Yue Zhuo

Jinchuan Qian

Zhihuan Song

Zhiqiang Ge

2023/11/9

Defect detection of color-patterned fabric based on DenoisingGAN

International Journal of Clothing Science and Technology

Hongwei Zhang

Shihao Wang

Hongmin Mi

Shuai Lu

Le Yao

...

2023/10/31

Feature Augmentation for Adversarial Robustness

Authorea Preprints

Yue Zhuo

Zhiqiang Ge

2023/10/30

Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics

IEEE Transactions on Knowledge and Data Engineering

Zhichao Chen

Zhihuan Song

Zhiqiang Ge

2023/10/25

Ensemble Data Augmentation for Imbalanced Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement

Xiaoyu Jiang

Junhua Zheng

Xinzhen Zhuang

Zhiqiang Ge

2023/8/23

Adversarial Attacks on Regression Systems via Gradient Optimization

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Xiangyin Kong

Zhiqiang Ge

2023/8/23

Attention‐based vector quantisation variational autoencoder for colour‐patterned fabrics defect detection

Coloration Technology

Hongwei Zhang

Guanhua Qiao

Shuting Liu

Yuting Lyu

Le Yao

...

2023/6

Augmented industrial data-driven modeling under the curse of dimensionality

IEEE/CAA Journal of Automatica Sinica

Xiaoyu Jiang

Xiangyin Kong

Zhiqiang Ge

2023/5/31

Self-adaptive graph convolution networks with application to industrial soft sensor modeling

Chiye Zhang

Zhiqiang Ge

Zhichao Chen

2023/5/15

Causal Generative Model for Root-cause Diagnosis and Fault Propagation Analysis in Industrial Processes

IEEE Transactions on Instrumentation and Measurement

Yimeng He

Le Yao

Zhiqiang Ge

Zhihuan Song

2023/5/8

Mode information separated β-VAE regression for multimode industrial process soft sensing

IEEE Sensors Journal

Bingbing Shen

Le Yao

Zeyu Yang

Zhiqiang Ge

2023/3/29

Pyramid Dynamic Bayesian Networks for Key Performance Indicator Prediction in Long Time-Delay Industrial Processes

IEEE Transactions on Artificial Intelligence

Lingquan Zeng

Zhiqiang Ge

2023/3/20

Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems

IEEE Transactions on Neural Networks and Learning Systems

Yue Zhuo

Zhihuan Song

Zhiqiang Ge

2023/3/15

Causal variable selection for industrial process quality prediction via attention-based GRU network

Engineering Applications of Artificial Intelligence

Le Yao

Zhiqiang Ge

2023/2/1

Lifelong Bayesian learning machines for streaming industrial big data

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Zeyu Yang

Junhua Zheng

Zhiqiang Ge

2022/9/1

Meta conditional variational auto-encoder for domain generalization

Computer Vision and Image Understanding

Zhiqiang Ge

Zhihuan Song

Xin Li

Lei Zhang

2022/9/1

See List of Professors in Zhiqiang Ge University(Zhejiang University)

Co-Authors

H-index: 85
Ding, Steven X.

Ding, Steven X.

Universität Duisburg-Essen

H-index: 80
Biao Huang

Biao Huang

University of Alberta

H-index: 55
Song Zhihuan

Song Zhihuan

Zhejiang University

H-index: 41
Uwe Kruger

Uwe Kruger

Rensselaer Polytechnic Institute

H-index: 39
Tao Chen

Tao Chen

University of Surrey

H-index: 38
Junghui Chen

Junghui Chen

Chung Yuan Christian University

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