Junhua Zheng

28 papers Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ensemble self-training deep partial least squares models for stable semi-supervised predictive learning and data analytics.
IFAC J. Syst. Control.
Junhua Zheng, Zhiqiang Ge, Li Sun
2026 J jnl
Multi-view collaborative deep information fusion framework for complex industrial process monitoring.
J. Ind. Inf. Integr.
Junhua Zheng, Le Zhou, Lingjian Ye, Zhiqiang Ge
2025 J jnl
A multimodal AI model for precision prognosis in clear cell renal cell carcinoma: A multicenter study.
npj Digit. Medicine
Xinyi Zang, Yujia Xia, Haibing Xiao, Haolun Luo, Minggui Si, Naiqiao Hou, Axide Haoni, Tianyi Chen, Ziyi Liu, Xinyuan Pu, Xiangyu Zi, Lijun Xu, Jin Zhu, Zhipeng Xu, Jianning Wang, Zaoyu Wang, Jun Xia, Dengfeng Cao, Yu Yin, Jieying Wang, Xiaorong Wu, Wen Kong, Jiwei Huang, Jin Zhang, Yonghui Chen, Yiran Huang, David Ka-Wai Leung, Jeremy Yuen-Chun Teoh, Keliang Wang, Chaozhao Liang, Junhua Zheng, Zhangsheng Yu, Wei Zhai
2025 J jnl
Advances in Bayesian networks for industrial process analytics: Bridging data and mechanisms.
Expert Syst. Appl.
Junhua Zheng, Yue Zhuo, Xiaoyu Jiang, Lingquan Zeng, Zhiqiang Ge
2025 J jnl
Collaborative Deep Learning and Information Fusion of Heterogeneous Latent Variable Models for Industrial Quality Prediction.
IEEE Trans. Cybern.
Junhua Zheng, Zhiqiang Ge
2025 J jnl
Deep Co-Training Partial Least Squares Model for Semi-Supervised Industrial Soft Sensing.
IEEE Trans. Syst. Man Cybern. Syst.
Junhua Zheng, Le Zhou, Lingjian Ye, Zhiqiang Ge
2025 J jnl
Deep Latent Variable Predictive Modeling With Online Bayesian Soft Attention Mechanism.
IEEE Trans. Ind. Informatics
Junhua Zheng, Lingjian Ye, Zhiqiang Ge
2025 J jnl
Leveraging Transfer Learning for Data Augmentation in Fault Diagnosis of Imbalanced Time-Frequency Images.
IEEE Trans Autom. Sci. Eng.
Xiaoyu Jiang, Junhua Zheng, Ziyi Chen, Zhiqiang Ge, Zhihuan Song, Xiaoguang Ma
2025 J jnl
Multi-Rate Data Distillation for Deep Process Monitoring.
IEEE Trans. Instrum. Meas.
Junhua Zheng, Le Zhou, Yuting Lyu, Zeyu Yang, Zhiqiang Ge
2025 — conf
Privacy distillation: Collaborative privacy protection for Transformer.
GAIIS
Letian Wei, Zhiman Zhang, Junhua Zheng
2025 J jnl
Simulation of Engineering Measurement Positioning Layout System Based on Nonlinear Analysis.
Informatica (Slovenia)
Weiqing Sun, Junhua Zheng, Haihua Yang
2024 — conf
A Logarithmic-Size Certificateless Traceable Ring Signature Based on SM2-DualRing and its Application in Data Sharing.
MSN
Shumei Liu, Anjia Yang, Junhua Zheng
2024 J jnl
A Systematic Monitoring Framework Utilizing Dynamic Bayesian Network in Plant-Wide Processes.
IEEE Trans. Instrum. Meas.
Guangjie Chen, Le Zhou, Junhua Zheng, Yi Liu, Zhihuan Song
2024 J jnl
Additive dynamic Bayesian networks for enhanced feature learning in soft sensor modeling.
Eng. Appl. Artif. Intell.
Junhua Zheng, Lingquan Zeng, Zeyu Yang, Zhiqiang Ge
2024 J jnl
Deep Residual Principal Component Analysis as Feature Engineering for Industrial Data Analytics.
IEEE Trans. Instrum. Meas.
Junhua Zheng, Zeyu Yang, Zhiqiang Ge
2024 J jnl
Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development.
Expert Syst. Appl.
Junhua Zheng, Lingjian Ye, Zhiqiang Ge
2024 J jnl
Reliable Soft Sensors With an Inherent Process Graph Constraint.
IEEE Trans. Ind. Informatics
Ruikun Zhai, Junhua Zheng, Zhihuan Song, Zhiqiang Ge
2024 J jnl
Robust Adversarial Attacks on Imperfect Deep Neural Networks in Fault Classification.
IEEE Trans. Ind. Informatics
Xiaoyu Jiang, Xiangyin Kong, Junhua Zheng, Zhiqiang Ge, Xinmin Zhang, Zhihuan Song
2023 J jnl
Dynamic Bayesian Networks for Feature Learning and Transfer Applications in Remaining Useful Life Estimation.
IEEE Trans. Instrum. Meas.
Lingquan Zeng, Junhua Zheng, Le Yao, Zhiqiang Ge
2023 J jnl
Ensemble Data Augmentation for Imbalanced Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xiaoyu Jiang, Junhua Zheng, Xinzhen Zhuang, Zhiqiang Ge
2023 J jnl
Lifelong Bayesian Learning Machines for Streaming Industrial Big Data.
IEEE Trans. Syst. Man Cybern. Syst.
Zeyu Yang, Junhua Zheng, Zhiqiang Ge
2023 J jnl
Semi-Supervised Deep Dynamic Probabilistic Latent Variable Model for Multimode Process Soft Sensor Application.
IEEE Trans. Ind. Informatics
Le Yao, Bingbing Shen, Linlin Cui, Junhua Zheng, Zhiqiang Ge
2023 J jnl
Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model.
IEEE Trans. Instrum. Meas.
Junhua Zheng, Yangxuan Liu, Yi Liu, Beiping Hou, Yuan Yao, Le Zhou
2022 J jnl
A novel convolution kernel-based robust watermarking scheme applied in medical image.
Int. J. Wirel. Mob. Comput.
Junhua Zheng, Jingbing Li, Jing Liu, Mengxing Huang, Yen-Wei Chen, Uzair Aslam Bhatti
2022 J jnl
Dynamic ensemble selection based improved random forests for fault classification in industrial processes.
IFAC J. Syst. Control.
Junhua Zheng, Yue Liu, Zhiqiang Ge
2022 J jnl
Pan-cancer computational histopathology reveals tumor mutational burden status through weakly-supervised deep learning.
CoRR
Siteng Chen, Jinxi Xiang, Xiyue Wang, Jun Zhang, Sen Yang, Junzhou Huang, Wei Yang, Junhua Zheng, Xiao Han
2020 J jnl
Dynamic Bayesian network for robust latent variable modeling and fault classification.
Eng. Appl. Artif. Intell.
Junhua Zheng, Jinlin Zhu, Guangjie Chen, Zhihuan Song, Zhiqiang Ge
2020 J jnl
Predictive Modeling for Epidemic Outbreaks: A New Approach and COVID-19 Case Study.
Asia Pac. J. Oper. Res.
Jian Chen, Michael C. Fu, Wenhong Zhang, Junhua Zheng