Whole flow field performance prediction by impeller parameters of centrifugal pumps using support vector regression. - Hongying Deng; Yi Liu 024; Ping Li 017; Shengchang Zhang (Adv. Eng. Softw., 2017)

Just-in-Time Correntropy Soft Sensor with Noisy Data for Industrial Silicon Content Prediction. - Kun Chen; Yu Liang; Zengliang Gao; Yi Liu 024 (Sensors, 2017)

Evolving Convolutional Neural Network and Its Application in Fine-Grained Visual Categorization. - Qi Xuan 001; Haoquan Xiao; Chenbo Fu; Yi Liu 024 (IEEE Access, 2018)

Hybrid model for discharge flow rate prediction of reciprocating multiphase pumps. - Hongying Deng; Yi Liu 024; Ping Li 017; Shengchang Zhang (Adv. Eng. Softw., 2018)

Integrated probabilistic modeling method for transient opening height prediction of check valves in oil-gas multiphase pumps. - Hongying Deng; Yi Liu 024; Ping Li 017; Yi Ma 003; Shengchang Zhang (Adv. Eng. Softw., 2018)

Automatic Pearl Classification Machine Based on a Multistream Convolutional Neural Network. - Qi Xuan 001; Binwei Fang; Yi Liu 024; Jinbao Wang; Jian Zhang 023; Yayu Zheng; Guanjun Bao (IEEE Trans. Ind. Electron., 2018)

Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection. - Kaixin Liu; Yuwei Tang; Yuan Yao 002; Yi Liu 024; Jianguo Yang (CAA SAFEPROCESS, 2019)

Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network. - Peng Peng; Dongwei Xu; He Gao; Qi Xuan 001; Yi Liu 024; Haifeng Guo; Defeng He (DSC, 2019)

Multiview Transfer Learning for Software Defect Prediction. - Jinyin Chen; Yitao Yang; Keke Hu; Qi Xuan 001; Yi Liu 024; Chao Yang 019 (IEEE Access, 2019)

Special Probabilistic Prediction Model for Temperature Characteristics of Dynamic Fluid Processes. - Hongying Deng; Yang Zhang; Bocheng Chen; Yi Liu 024; Shengchang Zhang (IEEE Access, 2019)

MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks. - Qi Xuan 001; Fuxian Li; Yi Liu 024; Yun Xiang (IEEE Access, 2019)

Soft Sensing of Silicon Content via Bagging Local Semi-Supervised Models. - Xing He; Jun Ji; Kaixin Liu; Zengliang Gao; Yi Liu 024 (Sensors, 2019)

Multiview Generative Adversarial Network and Its Application in Pearl Classification. - Qi Xuan 001; Zhuangzhi Chen; Yi Liu 024; Huimin Huang; Guanjun Bao; Dan Zhang 001 (IEEE Trans. Ind. Electron., 2019)

Software visualization and deep transfer learning for effective software defect prediction. - Jinyin Chen; Keke Hu; Yue Yu 001; Zhuangzhi Chen; Qi Xuan 001; Yi Liu 024; Vladimir Filkov (ICSE, 2020)

Collective transfer learning for defect prediction. - Jinyin Chen; Keke Hu; Yitao Yang; Yi Liu 024; Qi Xuan 001 (Neurocomputing, 2020)

Robust Soft Sensor with Deep Kernel Learning for Quality Prediction in Rubber Mixing Processes. - Shuihua Zheng; Kaixin Liu; Yili Xu; Hao Chen; Xuelei Zhang; Yi Liu 024 (Sensors, 2020)

Open DNN Box by Power Side-Channel Attack. - Yun Xiang; Zhuangzhi Chen; Zuohui Chen; Zebin Fang; Haiyang Hao; Jinyin Chen; Yi Liu 024; Zhefu Wu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Circuits Syst., 2020)

Link Prediction Adversarial Attack Via Iterative Gradient Attack. - Jinyin Chen; Xiang Lin; Ziqiang Shi; Yi Liu 024 (IEEE Trans. Comput. Soc. Syst., 2020)

Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites. - Yi Liu 024; Kaixin Liu; Jianguo Yang; Yuan Yao 002 (IEEE Trans. Ind. Informatics, 2020)

Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis. - Haibin Wu; Kaiyi Zheng; Stefano Sfarra; Yi Liu 024; Yuan Yao 002 (IEEE Trans. Ind. Informatics, 2020)

Generative Principal Component Thermography for Enhanced Defect Detection and Analysis. - Kaixin Liu; Yingjie Li; Jianguo Yang; Yi Liu 024; Yuan Yao 002 (IEEE Trans. Instrum. Meas., 2020)

NES-TL: Network Embedding Similarity-Based Transfer Learning. - Chenbo Fu; Yongli Zheng; Yi Liu 024; Qi Xuan 001; Guanrong Chen (IEEE Trans. Netw. Sci. Eng., 2020)

Supervised Dynamic Latent Variable Models for Fault Identification in Dynamic Processes. - Qiqi Niu; Chengkai Shen; Yuting Lyu; Yi Liu 024; Le Zhou (CAA SAFEPROCESS, 2021)

EGC2: Enhanced Graph Classification with Easy Graph Compression. - Jinyin Chen; Dunjie Zhang; Zhaoyan Ming; Mingwei Jia; Yi Liu 024 (CoRR, 2021)

Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. - Jinyin Chen; Haiyang Xiong; Haibin Zheng; Jian Zhang 023; Guodong Jiang; Yi Liu 024 (CoRR, 2021)

Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images. - Jinyin Chen; Hui Xiong 005; Haibin Zheng; Zhaoyan Ming; Yi Liu 024 (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Side-Channel Gray-Box Attack for DNNs. - Yun Xiang; Yongchao Xu; Yingjie Li; Wen Ma; Qi Xuan 001; Yi Liu 024 (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes. - Hongying Deng; Keyun Yang; Yi Liu 024; Shengchang Zhang; Yuan Yao 002 (IEEE Trans. Ind. Informatics, 2021)

Multistage hybrid model for performance prediction of centrifugal pump. - Hongying Deng; Zhaoshun Xia; Zenan Sun; Shuihua Zheng; Yi Liu 024 (Adv. Eng. Softw., 2022)

The Evaluation of the Urban Road Network Based on the Complex Network. - Dongwei Xu; Yongdong Wang; Peng Peng; Lei Lin; Yi Liu 024 (IEEE Intell. Transp. Syst. Mag., 2022)

Two-Stage Hybrid Model for Efficiency Prediction of Centrifugal Pump. - Yi Liu 024; Zhaoshun Xia; Hongying Deng; Shuihua Zheng (Sensors, 2022)

Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites. - Kaixin Liu; Qing Yu; Yi Liu 024; Jianguo Yang; Yuan Yao 002 (IEEE Trans. Instrum. Meas., 2022)

CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization. - Jinyin Chen; Xiaodong Xu; Lihong Chen; Zhongyuan Ruan; Zhaoyan Ming; Yi Liu 024 (IEEE Trans. Comput. Soc. Syst., 2023)

A Holistic Feature Selection Method for Enhanced Short-Term Load Forecasting of Power System. - Bozhen Jiang; Yi Liu 024; Hua Geng; Yidi Wang; Huarong Zeng; Jiangqiao Ding (IEEE Trans. Instrum. Meas., 2023)

Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model. - Junhua Zheng; Yangxuan Liu; Yi Liu 024; Beiping Hou; Yuan Yao 002; Le Zhou (IEEE Trans. Instrum. Meas., 2023)

Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns. - Yi Liu 024; Yuxin Jiang; Zengliang Gao; Kaixin Liu; Yuan Yao 002 (Sensors, 2023)

Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites. - Kaixin Liu; Mingkai Zheng; Yi Liu 024; Jianguo Yang; Yuan Yao 002 (IEEE Trans. Ind. Informatics, 2023)

Generative adversarial network-assisted image classification for imbalanced tire X-ray defect detection. - Shuang Gao; Yun Dai; Yongchao Xu; Jinyin Chen; Yi Liu 024 (Trans. Inst. Meas. Control, 2023)

EGC2: Enhanced graph classification with easy graph compression. - Jinyin Chen; Haiyang Xiong; Haibin Zheng; Dunjie Zhang; Jian Zhang 023; Mingwei Jia; Yi Liu 024 (Inf. Sci., 2023)

Generative Deep Learning-Based Thermographic Inspection of Artwork. - Yi Liu 024; Fumin Wang; Zhili Jiang; Stefano Sfarra; Kaixin Liu; Yuan Yao 002 (Sensors, 2023)

A Systematic Monitoring Framework Utilizing Dynamic Bayesian Network in Plant-Wide Processes. - Guangjie Chen; Le Zhou; Junhua Zheng; Yi Liu 024; Zhihuan Song (IEEE Trans. Instrum. Meas., 2024)

Multiphase Flow Modeling Using Process Knowledge Integrating Temporal Graph Convolution Network. - Hongying Deng; Jialiang Zhu; Qinmin Yang; Yi Liu 024 (IEEE Trans. Instrum. Meas., 2024)

Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. - Jinyin Chen; Haiyang Xiong; Haibin Zheng; Jian Zhang 023; Yi Liu 024 (IEEE Trans. Netw. Sci. Eng., 2024)

Transfer Dynamic Latent Variable Modeling for Quality Prediction of Multimode Processes. - Chao Yang 019; Qiang Liu 018; Yi Liu 024; Yiu-Ming Cheung (IEEE Trans. Neural Networks Learn. Syst., 2024)

Quality-aware industrial data imputation with self-supervised recovery for process soft sensor development. - Yun Dai; Chao Yang 019; Kaixin Liu; Yi Liu 024; Yuan Yao 002 (Comput. Chem. Eng., 2025)

Ensemble transfer learning assisted soft sensor for distributed output inference in chemical processes. - Jialiang Zhu; Wangwang Zhu; Yi Liu 024 (Comput. Chem. Eng., 2025)

Graph Contrastive Learning With Adaptive Distribution Transformation for Fault Detection and Isolation Using Limited Labeled Faults. - Mingwei Jia; Bingbing Shen; Yi Liu 024 (IEEE Trans. Instrum. Meas., 2025)

DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis. - Danya Xu; Yi Liu 024; Guanghui Wen; Yaochu Jin; Tianyou Chai; Tao Yang 003 (IEEE Trans. Ind. Informatics, 2025)

Dynamic Process Monitoring Using Total Multirate Linear Gaussian State Space Model. - Donglei Zheng; Le Zhou; Yi Liu 024; Qiang Liu 018 (IEEE Trans. Ind. Informatics, 2025)

Total Structure Multirate Autoregressive Dynamic Latent Variable Model for Multirate Dynamic Process Fault Detection. - Donglei Zheng; Le Zhou; Yi Liu 024; Zheng-Guang Wu; Zhihuan Song (IEEE Trans. Syst. Man Cybern. Syst., 2025)