Xiufeng Liu
Orcid: 0000-0001-5133-6688Affiliations:
- Technical University of Denmark, Kgs. Lyngby, Denmark
According to our database1,
Xiufeng Liu
authored at least 101 papers
between 2011 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Multi-branch perturbation learning with constraint simulation for semi-supervised semantic segmentation.
Pattern Recognit., 2026
2025
One Stone, Three Birds: Prototype-Enhanced Federated Learning for Mitigating Data Scarcity, Imbalance, and Heterogeneity in Blade Icing Detection Across Distributed Wind Farms.
IEEE Internet Things J., October, 2025
Leveragable Adaptive Multi-Scale Features and Learnable Prototypes for Imbalanced Sea State Estimation Based on Ship Motion Data.
IEEE Trans. Intell. Transp. Syst., August, 2025
pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data.
CoRR, August, 2025
Causality-Aware Multi-Graph Convolutional Networks With Critical Node Dynamics for Electric Vehicle Charging Station Load Forecasting.
IEEE Trans. Smart Grid, July, 2025
IEEE Trans. Knowl. Data Eng., March, 2025
Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data.
CoRR, March, 2025
Neural Networks, 2025
Semantic Change Detection of Bitemporal Remote Sensing Images Using Frequency Feature Enhancement.
IEEE Geosci. Remote. Sens. Lett., 2025
Knowl. Based Syst., 2025
Hierarchical Spatiotemporal Graph Network for Fault Diagnosis of Industrial Processes.
IEEE Internet Things J., 2025
Enhancing spatiotemporal wind power forecasting with meta-learning in data-scarce environments.
Eng. Appl. Artif. Intell., 2025
Time series anomaly detection via temporal relationship graphs and adaptive smoothing.
Appl. Soft Comput., 2025
PULLM: A Multimodal Framework for Enhanced 3D Point Cloud Upsampling Using Large Language Models.
Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025
Multi-Scale Convolutional Networks with Class-Normalized Logit Clipping for Robust Sea State Estimation from Noisy Ship Motion Data.
Proceedings of the IEEE International Conference on Robotics and Automation, 2025
Efficient Large-Scale Scene Point Cloud Upsampling with Implicit Neural Networks and Spatial Hashing.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
SPRGAN: Streamlined Progressive Refinement for Adversarial Point Cloud Video Upsampling.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
Serial Local Patterns and Irregular Dependencies Extract and Cascaded Fusion Network for Structural Crack Segmentation.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
SPDM: Spatiotemporal-Periodic Diffusion Model for Multivariate Time Series Imputation.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025
A Correlation-Aware Diffusion Model for Multivariate Time Series Anomaly Detection with Missing Values.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025
Multi-Stage Knowledge Distillation for Progressive Image Deblurring in Teacher-Student Networks.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025
24, Springer, ISBN: 978-981-96-6762-8, 2025
2024
Class-Imbalanced Spatial-Temporal Feature Learning for Blade Icing Recognition of Wind Turbine.
IEEE Trans. Ind. Informatics, August, 2024
Prompt Learning for Light Field Semantic Segmentation in the Consumer-Centric Internet of Intelligent Computing Things.
IEEE Trans. Consumer Electron., August, 2024
A Federated Learning Framework for Cloud-Edge Collaborative Fault Diagnosis of Wind Turbines.
IEEE Internet Things J., July, 2024
IEEE Trans. Intell. Transp. Syst., May, 2024
A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship.
IEEE Trans. Sustain. Comput., 2024
High-Order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-Based Small Ship Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
A new feature selection method based on importance measures for crude oil return forecasting.
Neurocomputing, 2024
Eng. Appl. Artif. Intell., 2024
An End-to-End Model for Time Series Classification In the Presence of Missing Values.
CoRR, 2024
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data.
CoRR, 2024
An integrated intrusion detection framework based on subspace clustering and ensemble learning.
Comput. Electr. Eng., 2024
Grid search with a weighted error function: Hyper-parameter optimization for financial time series forecasting.
Appl. Soft Comput., 2024
Carbon futures return forecasting: A novel method based on decomposition-ensemble strategy and Markov process.
Appl. Soft Comput., 2024
ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the IEEE Sustainable Power and Energy Conference, 2024
Proceedings of the 2024 3rd International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2024
Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering, 2024
Proceedings of the 13th International Conference on Data Science, 2024
2023
A Novel Class-Imbalanced Ship Motion Data-Based Cross-Scale Model for Sea State Estimation.
IEEE Trans. Intell. Transp. Syst., December, 2023
J. Intell. Manuf., December, 2023
Anomaly detection with a container-based stream processing framework for Industrial Internet of Things.
J. Ind. Inf. Integr., October, 2023
Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning.
IEEE Internet Things J., August, 2023
Softw. Impacts, March, 2023
IEEE Trans. Instrum. Meas., 2023
A Difference Enhanced Neural Network for Semantic Change Detection of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2023
Inf. Sci., 2023
Chapter Two - Bivariate, cluster, and suitability analysis of NoSQL solutions for big graph applications.
Adv. Comput., 2023
Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023
Feature Enhancement Based Multi-Feature Fusion Network for Video Anomaly Detection in Offshore Surbeillance.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023
Spatial and Channel Exchange based on EfficientNet for Detecting Changes of Remote Sensing Images.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
Tensor Nuclear Norm Based Matrix Regression Based Projections for Feature Extraction of Hyperspectral Images.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
2022
A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022
A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades.
IEEE Trans. Ind. Informatics, 2022
2021
IEEE Trans. Smart Grid, 2021
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Smart Meter Data Anomaly Detection Using Variational Recurrent Autoencoders with Attention.
Proceedings of the Intelligent Technologies and Applications, 2021
Proceedings of the Big Data Analytics and Knowledge Discovery, 2021
2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
VAP: A Visual Analysis Tool for Energy Consumption Spatio-temporal Pattern Discovery.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
2019
Future Gener. Comput. Syst., 2019
Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas.
CoRR, 2019
A Spark ML driven preprocessing approach for deep learning based scholarly data applications.
CoRR, 2019
CoRR, 2019
Proceedings of the Business Information Systems Workshops, 2019
2018
Inf. Syst., 2018
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
2017
ACM Trans. Database Syst., 2017
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017
2016
Proceedings of the 19th International Conference on Network-Based Information Systems, 2016
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016
Proceedings of the Databases Theory and Applications, 2016
2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 18th International Conference on Extending Database Technology, 2015
Proceedings of the New Trends in Databases and Information Systems, 2015
2014
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014
2013
Trans. Large Scale Data Knowl. Centered Syst., 2013
Proceedings of the Business Information Systems - 16th International Conference, 2013
2012
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012
2011
Inf. Syst., 2011
Proceedings of the Scientific and Statistical Database Management, 2011