Yi Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Topics

Convolutional Neural Network

Transfer Learning

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Adv. Eng. Softw.

Publications

Hongying Deng, Jialiang Zhu, Qinmin Yang, Yi Liu
Multiphase Flow Modeling Using Process Knowledge Integrating Temporal Graph Convolution Network. IEEE Trans. Instrum. Meas. 73 (2024)
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Yi Liu
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Chao Yang, Qiang Liu, Yi Liu, Yiu-Ming Cheung
Transfer Dynamic Latent Variable Modeling for Quality Prediction of Multimode Processes. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Junhua Zheng, Yangxuan Liu, Yi Liu, Beiping Hou, Yuan Yao, Le Zhou
Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model. IEEE Trans. Instrum. Meas. 72 (2023)
Kaixin Liu, Mingkai Zheng, Yi Liu, Jianguo Yang, Yuan Yao
Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites. IEEE Trans. Ind. Informatics 19 (5) (2023)
Yi Liu, Fumin Wang, Zhili Jiang, Stefano Sfarra, Kaixin Liu, Yuan Yao
Generative Deep Learning-Based Thermographic Inspection of Artwork. Sensors 23 (14) (2023)
Yi Liu, Yuxin Jiang, Zengliang Gao, Kaixin Liu, Yuan Yao
Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns. Sensors 23 (5) (2023)
Jinyin Chen, Xiaodong Xu, Lihong Chen, Zhongyuan Ruan, Zhaoyan Ming, Yi Liu
CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Hongying Deng, Zhaoshun Xia, Zenan Sun, Shuihua Zheng, Yi Liu
Multistage hybrid model for performance prediction of centrifugal pump. Adv. Eng. Softw. 174 (2022)
Yi Liu, Zhaoshun Xia, Hongying Deng, Shuihua Zheng
Two-Stage Hybrid Model for Efficiency Prediction of Centrifugal Pump. Sensors 22 (11) (2022)
Kaixin Liu, Qing Yu, Yi Liu, Jianguo Yang, Yuan Yao
Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites. IEEE Trans. Instrum. Meas. 71 (2022)
Dongwei Xu, Yongdong Wang, Peng Peng, Lei Lin, Yi Liu
The Evaluation of the Urban Road Network Based on the Complex Network. IEEE Intell. Transp. Syst. Mag. 14 (3) (2022)
Yun Xiang, Yongchao Xu, Yingjie Li, Wen Ma, Qi Xuan, Yi Liu
Side-Channel Gray-Box Attack for DNNs. IEEE Trans. Circuits Syst. II Express Briefs 68 (1) (2021)
Hongying Deng, Keyun Yang, Yi Liu, Shengchang Zhang, Yuan Yao
Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes. IEEE Trans. Ind. Informatics 17 (12) (2021)
Jinyin Chen, Hui Xiong, Haibin Zheng, Zhaoyan Ming, Yi Liu
Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images. IEEE Trans. Circuits Syst. II Express Briefs 68 (7) (2021)
Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang
Open DNN Box by Power Side-Channel Attack. IEEE Trans. Circuits Syst. (11) (2020)
Chenbo Fu, Yongli Zheng, Yi Liu, Qi Xuan, Guanrong Chen
NES-TL: Network Embedding Similarity-Based Transfer Learning. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Kaixin Liu, Yingjie Li, Jianguo Yang, Yi Liu, Yuan Yao
Generative Principal Component Thermography for Enhanced Defect Detection and Analysis. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Haibin Wu, Kaiyi Zheng, Stefano Sfarra, Yi Liu, Yuan Yao
Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis. IEEE Trans. Ind. Informatics 16 (9) (2020)
Jinyin Chen, Keke Hu, Yue Yu, Zhuangzhi Chen, Qi Xuan, Yi Liu, Vladimir Filkov
Software visualization and deep transfer learning for effective software defect prediction. ICSE (2020)
Yi Liu, Kaixin Liu, Jianguo Yang, Yuan Yao
Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites. IEEE Trans. Ind. Informatics 16 (7) (2020)
Jinyin Chen, Keke Hu, Yitao Yang, Yi Liu, Qi Xuan
Collective transfer learning for defect prediction. Neurocomputing 416 (2020)
Jinyin Chen, Xiang Lin, Ziqiang Shi, Yi Liu
Link Prediction Adversarial Attack Via Iterative Gradient Attack. IEEE Trans. Comput. Soc. Syst. 7 (4) (2020)
Shuihua Zheng, Kaixin Liu, Yili Xu, Hao Chen, Xuelei Zhang, Yi Liu
Robust Soft Sensor with Deep Kernel Learning for Quality Prediction in Rubber Mixing Processes. Sensors 20 (3) (2020)
Jinyin Chen, Yitao Yang, Keke Hu, Qi Xuan, Yi Liu, Chao Yang
Multiview Transfer Learning for Software Defect Prediction. IEEE Access 7 (2019)
Qi Xuan, Fuxian Li, Yi Liu, Yun Xiang
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks. CoRR (2019)
Qi Xuan, Fuxian Li, Yi Liu, Yun Xiang
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks. IEEE Access 7 (2019)
Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang
Open DNN Box by Power Side-Channel Attack. CoRR (2019)
Xing He, Jun Ji, Kaixin Liu, Zengliang Gao, Yi Liu
Soft Sensing of Silicon Content via Bagging Local Semi-Supervised Models. Sensors 19 (17) (2019)
Hongying Deng, Yang Zhang, Bocheng Chen, Yi Liu, Shengchang Zhang
Special Probabilistic Prediction Model for Temperature Characteristics of Dynamic Fluid Processes. IEEE Access 7 (2019)
Kaixin Liu, Yuwei Tang, Yuan Yao, Yi Liu, Jianguo Yang
Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection. CAA SAFEPROCESS (2019)
Peng Peng, Dongwei Xu, He Gao, Qi Xuan, Yi Liu, Haifeng Guo, Defeng He
Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network. DSC (2019)
Qi Xuan, Zhuangzhi Chen, Yi Liu, Huimin Huang, Guanjun Bao, Dan Zhang
Multiview Generative Adversarial Network and Its Application in Pearl Classification. IEEE Trans. Ind. Electron. 66 (10) (2019)
Hongying Deng, Yi Liu, Ping Li, Yi Ma, Shengchang Zhang
Integrated probabilistic modeling method for transient opening height prediction of check valves in oil-gas multiphase pumps. Adv. Eng. Softw. 118 (2018)
Qi Xuan, Haoquan Xiao, Chenbo Fu, Yi Liu
Evolving Convolutional Neural Network and Its Application in Fine-Grained Visual Categorization. IEEE Access 6 (2018)
Hongying Deng, Yi Liu, Ping Li, Shengchang Zhang
Hybrid model for discharge flow rate prediction of reciprocating multiphase pumps. Adv. Eng. Softw. 124 (2018)
Qi Xuan, Binwei Fang, Yi Liu, Jinbao Wang, Jian Zhang, Yayu Zheng, Guanjun Bao
Automatic Pearl Classification Machine Based on a Multistream Convolutional Neural Network. IEEE Trans. Ind. Electron. 65 (8) (2018)
Hongying Deng, Yi Liu, Ping Li, Shengchang Zhang
Whole flow field performance prediction by impeller parameters of centrifugal pumps using support vector regression. Adv. Eng. Softw. 114 (2017)
Kun Chen, Yu Liang, Zengliang Gao, Yi Liu
Just-in-Time Correntropy Soft Sensor with Noisy Data for Industrial Silicon Content Prediction. Sensors 17 (8) (2017)