Wenjian Wang

Orcid: 0000-0002-8276-3639

According to our database1, Wenjian Wang authored at least 141 papers between 2003 and 2026.

Collaborative distances:

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Class-Aware Multi-Granularity Co-Diffusion Models for Learning With Noisy Labels on Imbalanced Datasets.
IEEE Trans. Knowl. Data Eng., March, 2026

A multi-model dynamic filtering of label noise for regression.
Pattern Recognit., 2026

Dynamic-static feature fusion and multi-level interaction reasoning for group activity recognition.
J. Vis. Commun. Image Represent., 2026

HFD: Hierarchical feature decoupling optimization for robust open-set noisy label learning.
Inf. Sci., 2026

GCIB: Causal Intervention Guided Graph Information Bottleneck Framework.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Rethinking Oversampling With Class Alliance Constraints From Data Complexity Perspective.
IEEE Trans. Knowl. Data Eng., November, 2025

Adaptive interactive network component ensemble for streaming data with concept drift.
Data Min. Knowl. Discov., September, 2025

PAT: Pattern-Perceptive Transformer for Error Detection in Relational Databases.
CoRR, September, 2025

Dynamic text prompt joint multimodal features for accurate plant disease image captioning.
Vis. Comput., June, 2025

PipeOptim: Ensuring Effective 1F1B Schedule With Optimizer-Dependent Weight Prediction.
IEEE Trans. Knowl. Data Eng., May, 2025

An interpretable sample selection framework against numerical label noise.
Mach. Learn., January, 2025

PAH2T-Former: Paired-Attention Hybrid Hierarchical Transformer for Synergistically Enhanced FMT Reconstruction Quality and Efficiency.
IEEE Trans. Computational Imaging, 2025

A motif based hypergraph multi-level semantic encoding framework for social recommender systems.
Signal Process., 2025

Image dehazing via self-supervised depth guidance.
Pattern Recognit., 2025

A new data complexity measure for multi-class imbalanced classification tasks.
Pattern Recognit., 2025

Accelerating the convergence of concept drift based on knowledge transfer.
Pattern Recognit., 2025

Motion Deep Association for spatio-temporal object tracking.
Pattern Recognit., 2025

Learning robust MLPs on graphs via cross-layer distillation from a causal perspective.
Pattern Recognit., 2025

Outlier-trimmed dual-interval smoothing loss for sample selection in learning with noisy labels.
Neural Networks, 2025

Attention mechanism based multimodal feature fusion network for human action recognition.
J. Vis. Commun. Image Represent., 2025

ARFIS: An adaptive robust model for regression with heavy-tailed distribution.
Inf. Sci., 2025

OIP-Miner: one-off incremental sequential pattern mining with forgetting factor.
Sci. China Inf. Sci., 2025

Cross-view identification based on gait bioinformation using a dynamic densely connected spatial-temporal feature decoupling network.
Biomed. Signal Process. Control., 2025

Indel calling from ONT sequencing data of family trios via sparse attention and 3D convolution.
Briefings Bioinform., 2025

A Graph Contrastive Recommendation Model Based on Dual-channel Data Augmentation.
Proceedings of the International Joint Conference on Neural Networks, 2025

Enhancing Out-of-distribution Generalization for Graph Learning with Causal Information Bottleneck.
Proceedings of the International Joint Conference on Neural Networks, 2025

Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios?
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Directional Label Diffusion Model for Learning from Noisy Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Contrastive Anomalous User Detection in Recommender Systems via Multi-Semantic Paths.
Proceedings of the IEEE International Conference on Big Data, 2025

CGFNet: Frequency-Domain Causal Discovery and Dual-Path Spectral Filtering for Wildfire Prediction.
Proceedings of the IEEE International Conference on Big Data, 2025

CGCA-KAN: Correction-Guided Cluster-Aware Attention and KAN Enhanced Architecture for Medical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024
OPF-Miner: Order-Preserving Pattern Mining With Forgetting Mechanism for Time Series.
IEEE Trans. Knowl. Data Eng., December, 2024

Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift.
IEEE Trans. Knowl. Data Eng., December, 2024

Learning structure perception MLPs on graphs: a layer-wise graph knowledge distillation framework.
Int. J. Mach. Learn. Cybern., October, 2024

Maximum a posteriori estimation and filtering algorithm for numerical label noise.
Appl. Intell., October, 2024

Online concept evolution detection based on active learning.
Data Min. Knowl. Discov., July, 2024

Noise cleaning for nonuniform ordinal labels based on inter-class distance.
Appl. Intell., June, 2024

Dual-Teacher Feature Distillation: A Transfer Learning Method for Insomniac PSG Staging.
IEEE J. Biomed. Health Informatics, March, 2024

A general elevating framework for label noise filters.
Pattern Recognit., March, 2024

Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM.
Multim. Tools Appl., January, 2024

Fourier feature decorrelation based sample attention for dense crowd localization.
Neural Networks, 2024

An SVR-based and Location-aware Method for Mobile QoS Prediction.
J. Univers. Comput. Sci., 2024

Elastic online deep learning for dynamic streaming data.
Inf. Sci., 2024

VGG16 and Bi-LSTM fused with an attention mechanism for human action recognition in infrared images.
Int. J. Comput. Sci. Math., 2024

A Novel Approach to Construct Huffman Sequences with Low PAPR.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2024

EMPC: Efficient multi-view parallel co-learning for semi-supervised action recognition.
Expert Syst. Appl., 2024

A novel Complementary Dual-aware Network for point cloud classification.
Eng. Appl. Artif. Intell., 2024

Diff-FMT: Diffusion Models for Fluorescence Molecular Tomography.
CoRR, 2024

Order-preserving pattern mining with forgetting mechanism.
CoRR, 2024

Edge-guided adaptive multi-feature learning for breast ultrasound image segmentation.
Biomed. Signal Process. Control., 2024

Improving ISAC System Long-Range Sensing with Alternating Cyclic Prefix and Postfix Signals.
Proceedings of the 35th IEEE International Symposium on Personal, 2024

Spatiotemporal attention boosts calling of complicated variations from long reads' alignment data.
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

Which Is More Effective in Label Noise Cleaning, Correction or Filtering?
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
MMT: Cross Domain Few-Shot Learning via Meta-Memory Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

A robust adaptive linear regression method for severe noise.
Knowl. Inf. Syst., November, 2023

An ordered feature recognition method based on ranking separability.
Inf. Sci., November, 2023

Dual-channel embedding learning model for partially labeled attributed networks.
Pattern Recognit., October, 2023

AGURF: An adaptive general unified representation frame for imbalanced interval-valued data.
Inf. Sci., September, 2023

3D positioning and autofocus of the particle field based on the depth-from-defocus method and the deep networks.
Mach. Learn. Sci. Technol., June, 2023

Global-local information based oversampling for multi-class imbalanced data.
Int. J. Mach. Learn. Cybern., June, 2023

Concept evolution detection based on noise reduction soft boundary.
Inf. Sci., May, 2023

Semi-Supervised Action Recognition From Temporal Augmentation Using Curriculum Learning.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

Concept drift detection and accelerated convergence of online learning.
Knowl. Inf. Syst., March, 2023

A Robust Linear Regression Feature Selection Method for Data Sets With Unknown Noise.
IEEE Trans. Knowl. Data Eng., 2023

PipeOptim: Ensuring Effective 1F1B Schedule with Optimizer-Dependent Weight Prediction.
CoRR, 2023

A Survey of Deep Visual Cross-Domain Few-Shot Learning.
CoRR, 2023

Multi-task Self-supervised Few-Shot Detection.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Raytracing-Based Simulation Platform with Efficient Doppler Embedding for Integrated Sensing and Communication.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Motif-SocialRec: A Multi-channel Interactive Semantic Extraction Model for Social Recommendation.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
A Service Selection Method Based on Ordinal Classification for Historical Records.
IEEE Trans. Serv. Comput., 2022

A Granular SVM-Based Method for Top-N Web Services Recommendation.
IEEE Trans. Serv. Comput., 2022

Binding mechanism of oseltamivir and influenza neuraminidase suggests perspectives for the design of new anti-influenza drugs.
PLoS Comput. Biol., 2022

An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints.
Int. J. Mach. Learn. Cybern., 2022

Concept drift type identification based on multi-sliding windows.
Inf. Sci., 2022

TPSN: Transformer-based multi-Prototype Search Network for few-shot semantic segmentation.
Comput. Electr. Eng., 2022

Few-Shot Object Detection Based on Latent Knowledge Representation.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MOBA Game Item Recommendation via Relation-aware Graph Attention Network.
Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2021
Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift.
Neural Networks, 2021

A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective.
J. Mach. Learn. Res., 2021

Elastic net penalized quantile regression model.
J. Comput. Appl. Math., 2021

Context-sensitive zero-shot semantic segmentation model based on meta-learning.
Neurocomputing, 2021

A reliable KNN filling approach for incomplete interval-valued data.
Eng. Appl. Artif. Intell., 2021

TMD-FS: Improving Few-Shot Object Detection with Transformer Multi-modal Directing.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

2020
A Reinforcement Learning Method for Constraint-Satisfied Services Composition.
IEEE Trans. Serv. Comput., 2020

Graph-based label propagation algorithm for community detection.
Int. J. Mach. Learn. Cybern., 2020

An adaptive kernel sparse representation-based classification.
Int. J. Mach. Learn. Cybern., 2020

Correction to: A robust self-weighted SELO regression model.
Int. J. Mach. Learn. Cybern., 2020

Adaptive sparse and dense hybrid representation with nonconvex optimization.
Frontiers Comput. Sci., 2020

An accelerator for online SVM based on the fixed-size KKT window.
Eng. Appl. Artif. Intell., 2020

An Interval-Valued Data Classification Method Based on the Unified Representation Frame.
IEEE Access, 2020

2019
Green Spectrum Assignment in Secure Cloud Radio Network with Cluster Formation.
IEEE Trans. Sustain. Comput., 2019

Real-time detection of moving objects in a video sequence by using data fusion algorithm.
Trans. Inst. Meas. Control, 2019

A novel distance measure for time series: Maximum shifting correlation distance.
Pattern Recognit. Lett., 2019

Two-stage pruning method for gram-based categorical sequence clustering.
Int. J. Mach. Learn. Cybern., 2019

A robust self-weighted SELO regression model.
Int. J. Mach. Learn. Cybern., 2019

Granular support vector machine: a review.
Artif. Intell. Rev., 2019

Gait Phase Discrimination Based on a Foot-Mounted Gyroscope.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

2018
一种基于差异系数的稀疏度自适应图像去噪算法 (Sparsity-adaptive Image Denoising Algorithm Based on Difference Coefficient).
计算机科学, 2018

An SVM-based collaborative filtering approach for Top-N web services recommendation.
Future Gener. Comput. Syst., 2018

Demo: Content-based Caching Network using OpenAirInterface System.
Proceedings of the 24th Asia-Pacific Conference on Communications, 2018

2017
Fusing Complete Monotonic Decision Trees.
IEEE Trans. Knowl. Data Eng., 2017

Error estimation based on variance analysis of k-fold cross-validation.
Pattern Recognit., 2017

基于高斯-柯西混合模型的单幅散焦图像深度恢复方法 (Depth Estimation from Single Defocused Image Based on Gaussian-Cauchy Mixed Model).
计算机科学, 2017

Markov cross-validation for time series model evaluations.
Inf. Sci., 2017

Blind symbol timing synchronization scheme for real-time industrial wireless control network using high-speed preambleless OFDM systems over multipath fading channels.
Digit. Signal Process., 2017

Some sets of orthogonal polynomial kernel functions.
Appl. Soft Comput., 2017

A weighted least-squares method using received signal strength measurements for WLAN indoor positioning system.
Proceedings of the 20th International Symposium on Wireless Personal Multimedia Communications, 2017

2016
Principal pixel analysis and SVM for automatic image segmentation.
Neural Comput. Appl., 2016

一种改进的粒子滤波算法及其在GPS/DR组合定位中的应用 (Improved Particle Filter and its Application in GPS/DR Integrated Positioning System).
计算机科学, 2016

Support vector machine based on hierarchical and dynamical granulation.
Neurocomputing, 2016

Human localization based on inertial sensors and fingerprints in the Industrial Internet of Things.
Comput. Networks, 2016

System Design for Big Data Application in Emotion-Aware Healthcare.
IEEE Access, 2016

2015
QoE-driven spectrum assignment for 5G wireless networks using SDR.
IEEE Wirel. Commun., 2015

An active learning-based SVM multi-class classification model.
Pattern Recognit., 2015

数据拟合中光滑参数的优化 (Optimization for Smoothing Parameter in Process of Data Fitting).
计算机科学, 2015

An efficient Gaussian kernel optimization based on centered kernel polarization criterion.
Inf. Sci., 2015

A randomized ELM speedup algorithm.
Neurocomputing, 2015

Observation noise modeling based particle filter: An efficient algorithm for target tracking in glint noise environment.
Neurocomputing, 2015

The accuracy improvement using WLAN for indoor positioning system.
Proceedings of the 2015 International Symposium on Intelligent Signal Processing and Communication Systems, 2015

Robust Multiple Kernel K-means Using L21-Norm.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

NRLoc: Neighbor Relative RSS-Based Indoor Localization System.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A novel time synchronization scheme for OFDM systems based on variational Pseudo-noise preamble.
Proceedings of the 10th Asia-Pacific Symposium on Information and Telecommunication Technologies, 2015

2014
A Nonlinear Multiparameters Temperature Error Modeling and Compensation of POS Applied in Airborne Remote Sensing System.
J. Appl. Math., 2014

Saliency-SVM: An automatic approach for image segmentation.
Neurocomputing, 2014

A Mixed-Method Approach for Rapid Modeling of the Virtual Scene Building.
Proceedings of the Advances in Image and Graphics Technologies - Chinese Conference, 2014

2013
Granular support vector machine based on mixed measure.
Neurocomputing, 2013

Single symbol decodable QO-STBC with full diversity.
Proceedings of the 7th International Conference on Signal Processing and Communication Systems, 2013

2011
Learning Linear and Nonlinear PCA with Linear Programming.
Neural Process. Lett., 2011

Facilitating the applications of support vector machine by using a new kernel.
Expert Syst. Appl., 2011

2010
Approximations of the standard principal components analysis and kernel PCA.
Expert Syst. Appl., 2010

2009
Least Square Transduction Support Vector Machine.
Neural Process. Lett., 2009

Area and power consumption estimations at system level with SystemQ 2.0.
Proceedings of the 2nd International Conference on Simulation Tools and Techniques for Communications, 2009

2008
Online prediction model based on support vector machine.
Neurocomputing, 2008

An Approach for Kernel Selection Based on Data Distribution.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

An Estimation of the Optimal Gaussian Kernel Parameter for Support Vector Classification.
Proceedings of the Advances in Neural Networks, 2008

Selection of Gaussian Kernel Parameter for SVM Based on Convex Estimation.
Proceedings of the Advances in Neural Networks, 2008

2005
An Incremental Learning Strategy for Support Vector Regression.
Neural Process. Lett., 2005

2004
A heuristic training for support vector regression.
Neurocomputing, 2004

2003
Determination of the spread parameter in the Gaussian kernel for classification and regression.
Neurocomputing, 2003


  Loading...