Zhenghua Chen
Orcid: 0000-0002-1719-0328
According to our database1,
Zhenghua Chen
authored at least 142 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
LiteFormer: A Lightweight and Efficient Transformer for Rotating Machine Fault Diagnosis.
IEEE Trans. Reliab., June, 2024
Enhanced Self-Attention Mechanism for Long and Short Term Sequential Recommendation Models.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024
IEEE Trans. Artif. Intell., June, 2024
PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station.
IEEE Internet Things J., June, 2024
IEEE Trans. Neural Networks Learn. Syst., May, 2024
IEEE Trans. Mob. Comput., May, 2024
IEEE Trans. Mob. Comput., May, 2024
A Texture Enhancement Method for Oceanic Internal Wave Synthetic Aperture Radar Images Based on Non-Local Mean Filtering and Texture Layer Enhancement.
Remote. Sens., April, 2024
Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study.
Int. J. Comput. Vis., April, 2024
IEEE Trans. Artif. Intell., March, 2024
An Adaptive and Dynamical Neural Network for Machine Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics, February, 2024
IEEE Trans. Neural Networks Learn. Syst., January, 2024
IEEE Trans. Ind. Informatics, January, 2024
Multivariate Time-Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network.
IEEE Trans. Artif. Intell., January, 2024
A Deep-Learning-Based Method for Extracting an Arbitrary Number of Individual Power Lines from UAV-Mounted Laser Scanning Point Clouds.
Remote. Sens., January, 2024
Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation.
Trans. Mach. Learn. Res., 2024
FedAlign: Federated Model Alignment via Data-Free Knowledge Distillation for Machine Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2024
WiCAU: Comprehensive Partial Adaptation With Uncertainty-Aware for WiFi-Based Cross-Environment Activity Recognition.
IEEE Trans. Instrum. Meas., 2024
CoRR, 2024
CoRR, 2024
LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices.
CoRR, 2024
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation.
CoRR, 2024
Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis.
CoRR, 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks.
CoRR, 2024
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction.
CoRR, 2024
K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data.
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning.
IEEE J. Biomed. Health Informatics, November, 2023
IEEE Trans. Knowl. Data Eng., September, 2023
Multi-Source Video Domain Adaptation With Temporal Attentive Moment Alignment Network.
IEEE Trans. Circuits Syst. Video Technol., August, 2023
IEEE Trans. Circuits Syst. Video Technol., May, 2023
Frontiers Inf. Technol. Electron. Eng., May, 2023
Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article].
IEEE Comput. Intell. Mag., May, 2023
Feature selection and domain adaptation for cross-machine product quality prediction.
J. Intell. Manuf., April, 2023
IEEE Trans. Cybern., March, 2023
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023
SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition.
Neural Networks, January, 2023
World Sci. Annu. Rev. Artif. Intell., 2023
A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment.
IEEE Trans. Sustain. Comput., 2023
ACM Trans. Knowl. Discov. Data, 2023
Fault Diagnosis in Power Line Inspection Using Normalized Multihierarchy Embedding Matching.
IEEE Trans. Instrum. Meas., 2023
Component Detection for Power Line Inspection Using a Graph-Based Relation Guiding Network.
IEEE Trans. Ind. Informatics, 2023
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life.
IEEE CAA J. Autom. Sinica, 2023
SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation.
CoRR, 2023
Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition.
CoRR, 2023
CoRR, 2023
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning.
CoRR, 2023
Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation.
CoRR, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
PROTEUS: Domain Adaptation for Dynamic Features in AI-assisted Windows Malware Detection.
Proceedings of the IEEE International Conference on Data Mining, 2023
Sailfish: Exploring Heterogeneous Query Acceleration on Discrete CPU-FPGA Architecture.
Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Veh. Technol., 2022
IEEE Trans. Instrum. Meas., 2022
IEEE Trans. Instrum. Meas., 2022
KDnet-RUL: A Knowledge Distillation Framework to Compress Deep Neural Networks for Machine Remaining Useful Life Prediction.
IEEE Trans. Ind. Electron., 2022
Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Modelling and scheduling integration of distributed production and distribution problems via black widow optimization.
Swarm Evol. Comput., 2022
Contrastive adversarial knowledge distillation for deep model compression in time-series regression tasks.
Neurocomputing, 2022
Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction.
IEEE CAA J. Autom. Sinica, 2022
CoRR, 2022
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation.
CoRR, 2022
EXTERN: Leveraging Endo-Temporal Regularization for Black-box Video Domain Adaptation.
CoRR, 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges.
CoRR, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022
Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors.
IEEE J. Biomed. Health Informatics, 2021
Decoupled Feature-Temporal CNN: Explaining Deep Learning-Based Machine Health Monitoring.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics, 2021
Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach.
IEEE Trans. Ind. Electron., 2021
A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
IEEE Trans. Cybern., 2021
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection.
Medical Biol. Eng. Comput., 2021
Attention-based sequence to sequence model for machine remaining useful life prediction.
Neurocomputing, 2021
Expert Syst. Appl., 2021
CoRR, 2021
Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification.
CoRR, 2021
Device-free single-user activity recognition using diversified deep ensemble learning.
Appl. Soft Comput., 2021
RDMA Based Performance Optimization on Distributed Database Systems: A Case Study with GoldenX.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Classification of Travel Patterns Including Wandering Based on Bi-directional Long Short-Term Memory Networks.
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021
2020
Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation.
IEEE Trans. Veh. Technol., 2020
Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori.
IEEE Trans. Instrum. Meas., 2020
IEEE Trans. Ind. Electron., 2020
IEEE Syst. J., 2020
IEEE Internet Things J., 2020
CoRR, 2020
Complex., 2020
Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Learning From Paired and Unpaired Data: Alternately Trained CycleGAN for Near Infrared Image Colorization.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Deep learning with long short-term memory networks for classification of dementia related travel patterns.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
IEEE Trans. Mob. Comput., 2019
IEEE Trans. Ind. Informatics, 2019
IEEE Trans. Ind. Informatics, 2019
A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems.
IEEE CAA J. Autom. Sinica, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
IEEE Trans. Ind. Informatics, 2018
Proceedings of the 15th International Conference on Control, 2018
2017
Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM.
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Ind. Electron., 2017
2016
Smartphone Inertial Sensor-Based Indoor Localization and Tracking With iBeacon Corrections.
IEEE Trans. Ind. Informatics, 2016
CoRR, 2016
2015
Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization.
Sensors, 2015
Using unlabeled acoustic data with locality-constrained linear coding for energy-related activity recognition in buildings.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
2014
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
2010
An atmospheric correction algorithm for hyperspectral imagery of lake water by Chinese satellite HJ-1A.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Estimating chlorophyll a concentration in lake water using space-borne hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A comparison of two stream approximation for the discrete ordinate method and the SOS method.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Ecosystem health assessment by using remote sensing derived data: A case study of terrestrial region along the coast in Zhejiang province.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Assessing value of grassland ecosystem services in Gansu Province, northwest of China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007