Yi Liu

59 papers A* 1Journal 55Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable Neural Network meets Graph Neural Network: Recent advances in process fault detection and diagnosis.
Comput. Chem. Eng.
Yi Liu, Bingbing Shen, David Shan-Hill Wong, Mingwei Jia, Yuan Yao
2026 J jnl
Integrating process data and topology information through edge-group sparse principal component analysis for process analytics.
Comput. Chem. Eng.
Yi Liu, Po-Wei Yeh, Mingwei Jia, Po-Chun Mao, Yuan Yao
2026 J jnl
Personalized federated learning with mixture of experts and conformal prediction for household energy forecasting.
Expert Syst. Appl.
Jingfei Wang, Danya Xu, Lei Xing, Tao Chen, Yi Liu, Mohammad Shahidehpour, Tao Yang
2025 J jnl
Continual Semisupervised Learning of Echo State Network for Quality Prediction of Multimode Processes.
IEEE Trans. Ind. Informatics
Chao Yang, Qiang Liu, Yi Liu, Yiu-ming Cheung
2025 J jnl
DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis.
IEEE Trans. Ind. Informatics
Danya Xu, Yi Liu, Guanghui Wen, Yaochu Jin, Tianyou Chai, Tao Yang
2025 J jnl
Dynamic Process Monitoring Using Total Multirate Linear Gaussian State Space Model.
IEEE Trans. Ind. Informatics
Donglei Zheng, Le Zhou, Yi Liu, Qiang Liu
2025 J jnl
Ensemble transfer learning assisted soft sensor for distributed output inference in chemical processes.
Comput. Chem. Eng.
Jialiang Zhu, Wangwang Zhu, Yi Liu
2025 J jnl
Graph Contrastive Learning With Adaptive Distribution Transformation for Fault Detection and Isolation Using Limited Labeled Faults.
IEEE Trans. Instrum. Meas.
Mingwei Jia, Bingbing Shen, Yi Liu
2025 J jnl
Knowledge Distillation-Based Zero-Shot Learning for Process Fault Diagnosis.
Adv. Intell. Syst.
Yi Liu, Jiajun Huang, Mingwei Jia
2025 J jnl
Normal-Faulty Adversarial Bridging Health Assessment for Rolling Bearing Without Prior Faults.
IEEE Trans. Reliab.
Kai Zhang, Guanglun Liu, Qinmin Yang, Yi Liu
2025 J jnl
Quality-aware industrial data imputation with self-supervised recovery for process soft sensor development.
Comput. Chem. Eng.
Yun Dai, Chao Yang, Kaixin Liu, Yi Liu, Yuan Yao
2025 J jnl
Teacher-student-based contrastive autoencoder for industrial process fault isolation with limited fault data.
J. Frankl. Inst.
Mingwei Jia, Danya Xu, Tao Yang, Yi Liu, Zengliang Gao
2025 J jnl
Total Structure Multirate Autoregressive Dynamic Latent Variable Model for Multirate Dynamic Process Fault Detection.
IEEE Trans. Syst. Man Cybern. Syst.
Donglei Zheng, Le Zhou, Yi Liu, Zheng-Guang Wu, Zhihuan Song
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
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction.
IEEE Trans. Netw. Sci. Eng.
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Yi Liu
2024 J jnl
Multiphase Flow Modeling Using Process Knowledge Integrating Temporal Graph Convolution Network.
IEEE Trans. Instrum. Meas.
Hongying Deng, Jialiang Zhu, Qinmin Yang, Yi Liu
2024 J jnl
Transfer Dynamic Latent Variable Modeling for Quality Prediction of Multimode Processes.
IEEE Trans. Neural Networks Learn. Syst.
Chao Yang, Qiang Liu, Yi Liu, Yiu-ming Cheung
2023 J jnl
A Holistic Feature Selection Method for Enhanced Short-Term Load Forecasting of Power System.
IEEE Trans. Instrum. Meas.
Bozhen Jiang, Yi Liu, Hua Geng, Yidi Wang, Huarong Zeng, Jiangqiao Ding
2023 J jnl
CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization.
IEEE Trans. Comput. Soc. Syst.
Jinyin Chen, Xiaodong Xu, Lihong Chen, Zhongyuan Ruan, Zhaoyan Ming, Yi Liu
2023 J jnl
Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns.
Sensors
Yi Liu, Yuxin Jiang, Zengliang Gao, Kaixin Liu, Yuan Yao
2023 J jnl
Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites.
IEEE Trans. Ind. Informatics
Kaixin Liu, Mingkai Zheng, Yi Liu, Jianguo Yang, Yuan Yao
2023 J jnl
EGC
Inf. Sci.
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Dunjie Zhang, Jian Zhang, Mingwei Jia, Yi Liu
2023 J jnl
Generative Deep Learning-Based Thermographic Inspection of Artwork.
Sensors
Yi Liu, Fumin Wang, Zhili Jiang, Stefano Sfarra, Kaixin Liu, Yuan Yao
2023 J jnl
Generative adversarial network-assisted image classification for imbalanced tire X-ray defect detection.
Trans. Inst. Meas. Control
Shuang Gao, Yun Dai, Yongchao Xu, Jinyin Chen, Yi Liu
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
Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites.
IEEE Trans. Instrum. Meas.
Kaixin Liu, Qing Yu, Yi Liu, Jianguo Yang, Yuan Yao
2022 J jnl
Multistage hybrid model for performance prediction of centrifugal pump.
Adv. Eng. Softw.
Hongying Deng, Zhaoshun Xia, Zenan Sun, Shuihua Zheng, Yi Liu
2022 J jnl
The Evaluation of the Urban Road Network Based on the Complex Network.
IEEE Intell. Transp. Syst. Mag.
Dongwei Xu, Yongdong Wang, Peng Peng, Lei Lin, Yi Liu
2022 J jnl
Two-Stage Hybrid Model for Efficiency Prediction of Centrifugal Pump.
Sensors
Yi Liu, Zhaoshun Xia, Hongying Deng, Shuihua Zheng
2021 J jnl
Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes.
IEEE Trans. Ind. Informatics
Hongying Deng, Keyun Yang, Yi Liu, Shengchang Zhang, Yuan Yao
2021 J jnl
Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images.
IEEE Trans. Circuits Syst. II Express Briefs
Jinyin Chen, Hui Xiong, Haibin Zheng, Zhaoyan Ming, Yi Liu
2021 J jnl
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction.
CoRR
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Guodong Jiang, Yi Liu
2021 J jnl
EGC2: Enhanced Graph Classification with Easy Graph Compression.
CoRR
Jinyin Chen, Dunjie Zhang, Zhaoyan Ming, Mingwei Jia, Yi Liu
2021 J jnl
Side-Channel Gray-Box Attack for DNNs.
IEEE Trans. Circuits Syst. II Express Briefs
Yun Xiang, Yongchao Xu, Yingjie Li, Wen Ma, Qi Xuan, Yi Liu
2021 — conf
Supervised Dynamic Latent Variable Models for Fault Identification in Dynamic Processes.
CAA SAFEPROCESS
Qiqi Niu, Chengkai Shen, Yuting Lyu, Yi Liu, Le Zhou
2020 J jnl
Collective transfer learning for defect prediction.
Neurocomputing
Jinyin Chen, Keke Hu, Yitao Yang, Yi Liu, Qi Xuan
2020 J jnl
Generative Principal Component Thermography for Enhanced Defect Detection and Analysis.
IEEE Trans. Instrum. Meas.
Kaixin Liu, Yingjie Li, Jianguo Yang, Yi Liu, Yuan Yao
2020 J jnl
Link Prediction Adversarial Attack Via Iterative Gradient Attack.
IEEE Trans. Comput. Soc. Syst.
Jinyin Chen, Xiang Lin, Ziqiang Shi, Yi Liu
2020 J jnl
Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis.
IEEE Trans. Ind. Informatics
Haibin Wu, Kaiyi Zheng, Stefano Sfarra, Yi Liu, Yuan Yao
2020 J jnl
NES-TL: Network Embedding Similarity-Based Transfer Learning.
IEEE Trans. Netw. Sci. Eng.
Chenbo Fu, Yongli Zheng, Yi Liu, Qi Xuan, Guanrong Chen
2020 J jnl
Open DNN Box by Power Side-Channel Attack.
IEEE Trans. Circuits Syst.
Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang
2020 J jnl
Robust Soft Sensor with Deep Kernel Learning for Quality Prediction in Rubber Mixing Processes.
Sensors
Shuihua Zheng, Kaixin Liu, Yili Xu, Hao Chen, Xuelei Zhang, Yi Liu
2020 A* conf
Software visualization and deep transfer learning for effective software defect prediction.
ICSE
Jinyin Chen, Keke Hu, Yue Yu, Zhuangzhi Chen, Qi Xuan, Yi Liu, Vladimir Filkov
2020 J jnl
Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites.
IEEE Trans. Ind. Informatics
Yi Liu, Kaixin Liu, Jianguo Yang, Yuan Yao
2019 J jnl
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks.
IEEE Access
Qi Xuan, Fuxian Li, Yi Liu, Yun Xiang
2019 J jnl
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks.
CoRR
Qi Xuan, Fuxian Li, Yi Liu, Yun Xiang
2019 J jnl
Multiview Generative Adversarial Network and Its Application in Pearl Classification.
IEEE Trans. Ind. Electron.
Qi Xuan, Zhuangzhi Chen, Yi Liu, Huimin Huang, Guanjun Bao, Dan Zhang
2019 J jnl
Multiview Transfer Learning for Software Defect Prediction.
IEEE Access
Jinyin Chen, Yitao Yang, Keke Hu, Qi Xuan, Yi Liu, Chao Yang
2019 J jnl
Open DNN Box by Power Side-Channel Attack.
CoRR
Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang
2019 — conf
Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection.
CAA SAFEPROCESS
Kaixin Liu, Yuwei Tang, Yuan Yao, Yi Liu, Jianguo Yang
2019 — conf
Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network.
DSC
Peng Peng, Dongwei Xu, He Gao, Qi Xuan, Yi Liu, Haifeng Guo, Defeng He
2019 J jnl
Soft Sensing of Silicon Content via Bagging Local Semi-Supervised Models.
Sensors
Xing He, Jun Ji, Kaixin Liu, Zengliang Gao, Yi Liu
2019 J jnl
Special Probabilistic Prediction Model for Temperature Characteristics of Dynamic Fluid Processes.
IEEE Access
Hongying Deng, Yang Zhang, Bocheng Chen, Yi Liu, Shengchang Zhang
2018 J jnl
Automatic Pearl Classification Machine Based on a Multistream Convolutional Neural Network.
IEEE Trans. Ind. Electron.
Qi Xuan, Binwei Fang, Yi Liu, Jinbao Wang, Jian Zhang, Yayu Zheng, Guanjun Bao
2018 J jnl
Evolving Convolutional Neural Network and Its Application in Fine-Grained Visual Categorization.
IEEE Access
Qi Xuan, Haoquan Xiao, Chenbo Fu, Yi Liu
2018 J jnl
Hybrid model for discharge flow rate prediction of reciprocating multiphase pumps.
Adv. Eng. Softw.
Hongying Deng, Yi Liu, Ping Li, Shengchang Zhang
2018 J jnl
Integrated probabilistic modeling method for transient opening height prediction of check valves in oil-gas multiphase pumps.
Adv. Eng. Softw.
Hongying Deng, Yi Liu, Ping Li, Yi Ma, Shengchang Zhang
2017 J jnl
Just-in-Time Correntropy Soft Sensor with Noisy Data for Industrial Silicon Content Prediction.
Sensors
Kun Chen, Yu Liang, Zengliang Gao, Yi Liu
2017 J jnl
Whole flow field performance prediction by impeller parameters of centrifugal pumps using support vector regression.
Adv. Eng. Softw.
Hongying Deng, Yi Liu, Ping Li, Shengchang Zhang