Mengna Liu

According to our database, Mengna Liu authored at least 15 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Leveragable Adaptive Multi-Scale Features and Learnable Prototypes for Imbalanced Sea State Estimation Based on Ship Motion Data.

Zhichao Xu, Mengna Liu, Tianjiao Li, Xiufeng Liu, Xu Cheng, Shengyong Chen

IEEE Trans. Intell. Transp. Syst., August, 2025

Dynamic Graph-Like Learning with Contrastive Clustering on Temporally-Factored Ship Motion Data for Imbalanced Sea State Estimation in Autonomous Vessel.

Kexin Wang, Mengna Liu, Xu Cheng, Fan Shi, Shanshan Qi, Shengyong Chen

CoRR, April, 2025

Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data.

Lele Qi, Mengna Liu, Xu Cheng, Fan Shi, Xiufeng Liu, Shengyong Chen

CoRR, March, 2025

An end-to-end model for time series classification in the presence of missing values.

Mengna Liu, Pengshuai Yao, Xu Cheng, Shengyong Chen

Expert Syst. Appl., 2025

Robust Online Detection of Anomalies in Evolving Data Streams with GAN Imputation.

Xinyao Xu, Mengna Liu, Xu Cheng, Jianhua Zhang, Feng Xiao, Guang Yang

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

2024

A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship.

Mengna Liu, Xu Cheng, Fan Shi, Xiufeng Liu, Hongning Dai, Shengyong Chen

IEEE Trans. Sustain. Comput., 2024

Multilevel Signal Decomposition Layer-Specific Residual Network for Blade Icing Prediction.

Dong Xiang, Sizhuo Chen, Mengna Liu, Fan Shi, Xu Cheng

IEEE Signal Process. Lett., 2024

An End-to-End Model for Time Series Classification In the Presence of Missing Values.

Pengshuai Yao, Mengna Liu, Xu Cheng, Fan Shi, Huan Li, Xiufeng Liu, Shengyong Chen

CoRR, 2024

Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data.

Mengna Liu, Dong Xiang, Xu Cheng, Xiufeng Liu, Dalin Zhang, Shengyong Chen, Christian S. Jensen

CoRR, 2024

Online Anomaly Detection for Streaming Data in the Presence of Missing Values.

Xinyao Xu, Mengna Liu, Xu Cheng, Lei Song, Jianhua Zhang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Multiscale Wavelet-Driven Transformerfor Blade Icing Detection.

Dong Xiang, Xu Cheng, Sizhuo Chen, Mengna Liu, Fan Shi, Xiufeng Liu

Proceedings of the 2024 3rd International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2024

Robust Classification of Incomplete Time Series with Noisy Labels.

Xin Qin, Pengshuai Yao, Mengna Liu, Xu Cheng, Fan Shi, Lili Guo

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

Learning-Based Model Predictive Control with Application in Robotic Trajectory Tracking.

Hongyu Zhu, Mengna Liu, Dan Yu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Kernelised correlation filters target tracking fused multi-feature based on the unmanned aerial vehicle platform.

Zhouzhou Liu, Mengna Liu, Yangmei Zhang

IET Wirel. Sens. Syst., 2022

Research on Risk Contagion among Financial Submarkets in China Based on Complex Networks.

Yuhua Xu, Yue Zhao, Mengna Liu, Chengrong Xie

Entropy, 2022