Wenming Cao

Orcid: 0000-0002-8174-6167

Affiliations:
  • Shenzhen University, College of Information Engineering, China
  • Chinese Academy of Science, Institute of Semiconductors, Beijing, China (former)
  • Zhejiang University of Technology, Institute of Intelligent Information System, Information College, Hangzhou, China (former)


According to our database1, Wenming Cao authored at least 170 papers between 2004 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Deep learning-based time series forecasting.
Artif. Intell. Rev., January, 2025

NLA-GNN: Non-local information aggregated graph neural network for heterogeneous graph embedding.
Pattern Recognit., 2025

Uncertainty guided semi-supervised few-shot segmentation with prototype level fusion.
Neural Networks, 2025

Potential Knowledge Extraction Network for Class-Incremental Learning.
Neurocomputing, 2025

2024
Hierarchical Spatial-Temporal Masked Contrast for Skeleton Action Recognition.
IEEE Trans. Artif. Intell., November, 2024

PANet: Pluralistic Attention Network for Few-Shot Image Classification.
Neural Process. Lett., August, 2024

Gradient multi-foci networks for 3D skeleton-based human motion prediction.
Neural Comput. Appl., August, 2024

Isolation and distillation network for generalized zero-shot learning.
Neural Comput. Appl., August, 2024

MFCTrans: Multi-scale Feature Connection Transformer for Deformable Medical Image Registration.
Cogn. Comput., May, 2024

Image Classification on Hypersphere Loss.
IEEE Trans. Ind. Informatics, April, 2024

A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Dual-model Collaborative Learning with Knowledge Clustering for Few-shot Image Classification.
Multim. Tools Appl., March, 2024

A Transformer-Assisted Cascade Learning Network for Choroidal Vessel Segmentation.
J. Comput. Sci. Technol., March, 2024

Co-salient object detection with iterative purification and predictive optimization.
Virtual Real. Intell. Hardw., 2024

Multi-Semantics Aggregation Network Based on the Dynamic-Attention Mechanism for 3D Human Motion Prediction.
IEEE Trans. Multim., 2024

Attribute disentanglement and re-entanglement for generalized zero-shot learning.
Pattern Recognit. Lett., 2024

Spatiotemporal Progressive Inward-Outward Aggregation Network for skeleton-based action recognition.
Pattern Recognit., 2024

Triple-UNet with attention-based technique for deformable medical image registration.
J. Electronic Imaging, 2024

Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition.
Intell. Data Anal., 2024

Pure large kernel convolutional neural network transformer for medical image registration.
Intell. Data Anal., 2024

Tacking over-smoothing: Target-guide progressive dynamic graph learning for 3D skeleton-based human motion prediction.
Expert Syst. Appl., 2024

Cross Dimensional Subspace Attention for human pose estimation.
Displays, 2024

D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding.
CoRR, 2024

Multi-Weather Image Restoration via Histogram-Based Transformer Feature Enhancement.
CoRR, 2024

Multiple weather images restoration using the task transformer and adaptive mixup strategy.
CoRR, 2024

H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration.
CoRR, 2024

A Biased Non-Convex Optimization Algorithm based on Alternating Direction Method of Multipliers.
Proceedings of the International Conference on Computer Vision and Deep Learning, 2024

Deep Learning-Enabled Non-convex Optimization: Encoder-Decoder Forecasting and ADMM Solver.
Proceedings of the International Conference on Computer Vision and Deep Learning, 2024

Multi-feature Combination Medical Image Registration with Keypoints Correction.
Proceedings of the 2024 6th Asia Pacific Information Technology Conference, 2024

HyperEditor: Achieving Both Authenticity and Cross-Domain Capability in Image Editing via Hypernetworks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Diegraph: dual-branch information exchange graph convolutional network for deformable medical image registration.
Neural Comput. Appl., November, 2023

Two analog neural models with the controllability on number of assets for sparse portfolio design.
Neurocomputing, November, 2023

Geometric algebra-based multiscale encoder-decoder networks for 3D motion prediction.
Appl. Intell., November, 2023

A novel inference paradigm based on multi-view prototypes for one-shot semantic segmentation.
Appl. Intell., November, 2023

Correction to: Multi-level context-driven interaction modeling for human future trajectory prediction.
Neural Comput. Appl., September, 2023

A novel sample and feature dependent ensemble approach for Parkinson's disease detection.
Neural Comput. Appl., August, 2023

PCFN: Progressive Cross-Modal Fusion Network for Human Pose Transfer.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

l0-norm based Short-term Sparse Portfolio Optimization Algorithm Based on Alternating Direction Method of Multipliers.
Signal Process., July, 2023

Cycle optimization metric learning for few-shot classification.
Pattern Recognit., July, 2023

Geometric algebra-based multiview interaction networks for 3D human motion prediction.
Pattern Recognit., June, 2023

Visual-semantic consistency matching network for generalized zero-shot learning.
Neurocomputing, June, 2023

Dual-domain reciprocal learning design for few-shot image classification.
Neural Comput. Appl., May, 2023

Multi-layer noise reshaping and perceptual optimization for effective adversarial attack of images.
Appl. Intell., April, 2023

Expensive Multiobjective Optimization Based on Information Transfer Surrogate.
IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Editorial: Deep neural network based decision-making interpretability.
Frontiers Comput. Neurosci., February, 2023

Master-CAM: Multi-scale fusion guided by Master map for high-quality class activation maps.
Displays, January, 2023

Multi-relation global context learning for session-based recommendation.
Data Technol. Appl., 2023

When Source-Free Domain Adaptation Meets Label Propagation.
CoRR, 2023

Deformable image registration with attention-guided fusion of multi-scale deformation fields.
Appl. Intell., 2023

Multi-scale Fusion Medical Image Registration with Segmentation Mask.
Proceedings of the International Conference on Robotics, Control and Vision Engineering, 2023

Explore Across-Dimensional Feature Correlations for Few-Shot Learning.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Chaos to Order: A Label Propagation Perspective on Source-Free Domain Adaptation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Class-Balanced Universal Perturbations for Adversarial Training.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
GA-CNN: Convolutional Neural Network Based on Geometric Algebra for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Self-guided information for few-shot classification.
Pattern Recognit., 2022

QMEDNet: A quaternion-based multi-order differential encoder-decoder model for 3D human motion prediction.
Neural Networks, 2022

Feature self-calibration network with global-local training strategy for multi-region deformable medical image registration.
Neural Comput. Appl., 2022

Multi-level context-driven interaction modeling for human future trajectory prediction.
Neural Comput. Appl., 2022

Geometric machine learning: research and applications.
Multim. Tools Appl., 2022

Adaptive weight multi-channel center similar deep hashing.
J. Vis. Commun. Image Represent., 2022

Implicit user relationships across sessions enhanced graph for session-based recommendation.
Inf. Sci., 2022

Multi-strategy mutual learning network for deformable medical image registration.
Neurocomputing, 2022

A dual attention model based on probabilistically mask for 3D human motion prediction.
Neurocomputing, 2022

Research on geometric algebra-based robust adaptive filtering algorithms in wireless communication systems.
EURASIP J. Wirel. Commun. Netw., 2022

Level-wise aligned dual networks for text-video retrieval.
EURASIP J. Adv. Signal Process., 2022

Geometric deep learning: progress, applications and challenges.
Sci. China Inf. Sci., 2022

AHU-MultiNet: Adaptive loss balancing based on homoscedastic uncertainty in multi-task medical image segmentation network.
Comput. Biol. Medicine, 2022

Geometric algebra graph neural network for cross-domain few-shot classification.
Appl. Intell., 2022

PassAugment: Pass Nodes Importance in Graph Data Augmentation for Graph Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Adversarial Discriminative Feature Separation for Generalization in Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

Feature Pyramid Vision Transformer for MedMNIST Classification Decathlon.
Proceedings of the International Joint Conference on Neural Networks, 2022

Exploring Hierarchical Prototypes for Few-Shot Segmentation.
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021
Mask Cross-Modal Hashing Networks.
IEEE Trans. Multim., 2021

Learned Model Composition With Critical Sample Look-Ahead for Semi-Supervised Learning on Small Sets of Labeled Samples.
IEEE Trans. Circuits Syst. Video Technol., 2021

SEMPANet: A Modified Path Aggregation Network with Squeeze-Excitation for Scene Text Detection.
Sensors, 2021

Geometric Algebra-Based ESPRIT Algorithm for DOA Estimation.
Sensors, 2021

A cascaded registration network RCINet with segmentation mask.
Neural Comput. Appl., 2021

Progressive anatomically constrained deep neural network for 3D deformable medical image registration.
Neurocomputing, 2021

IAE-ClusterGAN: A new Inverse autoencoder for Generative Adversarial Attention Clustering network.
Neurocomputing, 2021

Hybrid high-order semantic graph representation learning for recommendations.
Discov. Internet Things, 2021

Social behavior prediction with graph U-Net+.
Discov. Internet Things, 2021

Deformable adversarial registration network with multiple loss constraints.
Comput. Medical Imaging Graph., 2021

RGA-CNNs: convolutional neural networks based on reduced geometric algebra.
Sci. China Inf. Sci., 2021

Debiased Prototype Network for Adversarial Domain Adaptation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Structure-Oriented Progressive Low-Rank Image Restoration for Defending Adversarial Attacks.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Residual Proportion Multilayer Perceptron For Few-Shot Classification.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Sample Efficient Lung Segmentation Using Group Structured Conditional Variational Data Imputation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Spatial Assembly Networks for Image Representation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Video Super-Resolution Based on Spatial-Temporal Transformer.
Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

DCFG: Discovering Directional CounterFactual Generation for Chest X-rays.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Semantic deep cross-modal hashing.
Neurocomputing, 2020

Pedestrian Motion Trajectory Prediction With Stereo-Based 3D Deep Pose Estimation and Trajectory Learning.
IEEE Access, 2020

A Normalized Adaptive Filtering Algorithm Based on Geometric Algebra.
IEEE Access, 2020

LMDAPNet: A Novel Manifold-Based Deep Learning Network.
IEEE Access, 2020

A Comprehensive Survey on Geometric Deep Learning.
IEEE Access, 2020

A Comprehensive Review of Computer-Aided Diagnosis of Pulmonary Nodules Based on Computed Tomography Scans.
IEEE Access, 2020

Review of Pavement Defect Detection Methods.
IEEE Access, 2020

A Review of Hashing Methods for Multimodal Retrieval.
IEEE Access, 2020

Theory and Performance Analysis of Geometric Algebra Based Singular Value Decomposition.
Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

A Dynamic Group Equivariant Convolutional Networks for Medical Image Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
GA-SURF: A new Speeded-Up robust feature extraction algorithm for multispectral images based on geometric algebra.
Pattern Recognit. Lett., 2019

Hybrid representation learning for cross-modal retrieval.
Neurocomputing, 2019

GA-ORB: A New Efficient Feature Extraction Algorithm for Multispectral Images Based on Geometric Algebra.
IEEE Access, 2019

Geometric Algebra in Signal and Image Processing: A Survey.
IEEE Access, 2019

Multivector Sparse Representation for Multispectral Images Using Geometric Algebra.
IEEE Access, 2019

A Novel Least-Mean Kurtosis Adaptive Filtering Algorithm Based on Geometric Algebra.
IEEE Access, 2019

An Extended Multilayer Perceptron Model Using Reduced Geometric Algebra.
IEEE Access, 2019

Physiological Function Assessment Based on Kinect V2.
IEEE Access, 2019

Weighted Optical Flow Prediction and Attention Model for Object Tracking.
IEEE Access, 2019

Geometric Algebra Representation and Ensemble Action Classification Method for 3D Skeleton Orientation Data.
IEEE Access, 2019

Stacking-based deep neural network for Facial Expression Recognition.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Emotion Recognition from Children Speech Signals Using Attention Based Time Series Deep Learning.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
Real-Time Moving Object Segmentation and Classification From HEVC Compressed Surveillance Video.
IEEE Trans. Circuits Syst. Video Technol., 2018

Multi-task hybrid dictionary learning for vehicle classification in sensor networks.
Int. J. Distributed Sens. Networks, 2018

GA-STIP: Action Recognition in Multi-Channel Videos With Geometric Algebra Based Spatio-Temporal Interest Points.
IEEE Access, 2018

Joint Sparse Representation Model for Multi-Channel Image Based on Reduced Geometric Algebra.
IEEE Access, 2018

Fast Deep Neural Networks With Knowledge Guided Training and Predicted Regions of Interests for Real-Time Video Object Detection.
IEEE Access, 2018

Multimodal Medical Image Registration Based on Feature Spheres in Geometric Algebra.
IEEE Access, 2018

Supplementary Virtual Keypoints of Weight-Based Correspondences for Occluded Object Tracking.
IEEE Access, 2018

Physiological Function Assessment Based on RGB-D Camera.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Sparse Representation for Color Image Based on Geometric Algebra.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

3D Convolutional Neural Networks Fusion Model for Lung Nodule Detection onClinical CT Scans.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Sparse fast Clifford Fourier transform.
Frontiers Inf. Technol. Electron. Eng., 2017

Vehicle recognition in acoustic sensor networks using multiple kernel sparse representation over learned dictionaries.
Int. J. Distributed Sens. Networks, 2017

An artificial bee colony algorithm for multi-objective optimisation.
Appl. Soft Comput., 2017

Liver Fibrosis Classification Based on Transfer Learning and FCNet for Ultrasound Images.
IEEE Access, 2017

Action recognition based on depth image sequence.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Animal Detection From Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposals and Patch Verification.
IEEE Trans. Multim., 2016

Task-Driven Progressive Part Localization for Fine-Grained Object Recognition.
IEEE Trans. Multim., 2016

Constellational contour parsing for deformable object detection.
J. Vis. Commun. Image Represent., 2016

Fuzzy Quadrature Particle Filter for Maneuvering Target Tracking.
Int. J. Fuzzy Syst., 2016

Automatic fall detection of human in video using combination of features.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Automated human physical function measurement using constrained high dispersal network with SVM-linear.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Facial expression recognition based on LLENet.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2014
Content-based image retrieval using high-dimensional information geometry.
Sci. China Inf. Sci., 2014

2012
Multispectral image edge detection via Clifford gradient.
Sci. China Inf. Sci., 2012

2011
Location Discovery Based on Fuzzy Geometry in Passive Sensor Networks.
Int. J. Digit. Multim. Broadcast., 2011

The Multispectral Image Edge Detection Based on Clifford Gradient.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2009
Target Detection in Three-Dimension Sensor Networks Based on Clifford Algebra.
Wirel. Sens. Netw., 2009

Geometry Algebra Neuron Based on Biomimetic Pattern Recognition.
Proceedings of the Sixth International Symposium on Neural Networks, 2009

Space Target Recognition Based on Biomimetic Pattern Recognition.
Proceedings of the First International Workshop on Database Technology and Applications, 2009

2008
Coverage analysis for sensor networks based on Clifford algebra.
Sci. China Ser. F Inf. Sci., 2008

Barrier Coverage of Wireless Sensor Networks Based on Clifford Algebra.
Proceedings of the 2008 International Symposium on Computer Science and Computational Technology, 2008

Bimimetic Pattern Recognition for Multispectral Image.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Coverage in Biomimetic Pattern Recognition.
Proceedings of the Rough Sets, 2007

Universal information coverage for bandwidth-constrained sensor networks.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

Cloud model-based coverage for sensor networks.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

Analysis of Higher Order Voronoi Diagram for Fuzzy Information Coverage.
Proceedings of the Mobile Ad-Hoc and Sensor Networks, Third International Conference, 2007

2006
Research on Multi-Degree-of-Freedom Neurons with Weighted Graphs.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

A Novel Image Restoration Algorithm Based on High-Dimensional Space Geometry.
Proceedings of the Computational Science and Its Applications, 2006

Priority ordered direction basis function neural networks and the application for object recognition.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Text-continuous speech recognition based on ICA and geometrical learning.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

2005
Similarity Index for Clustering DNA Microarray Data Based on Multi-weighted Neuron.
Proceedings of the Rough Sets, 2005

Face Recognition Using Topological Manifolds Learning.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Iris Recognition Algorithm Based on Point Covering of High-Dimensional Space and Neural Network.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Continuous Speech Research Based on Two-Weight Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Application of Multi-weighted Neuron for Iris Recognition.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Determining of the Delay Time for a Heating Ventilating and Air-Conditioning Plant Using Multi-Weights Neurons Approach.
Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

Iris Recognition Algorithm Based on Complex Geometrical Shape Cover.
Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

A Kind of Continuous Digit Speech Recognition Method.
Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

Continuous Speech Recognition Based on ICA and Geometrical Learning.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Application of Two Synaptic Weight Neural Networks for Nonlinear Control.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

Continuous Speech Research Based on HyperSausage Neuron.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

Channel Equalization Based on Two Weights Neural Network.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

Digits Speech Recognition Based on Geometrical Learning.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
The application of DBF neural networks for object recognition.
Inf. Sci., 2004

Determining of the Delay Time for a Heating Ventilating and Air-Conditioning Plant Using Two Weighted Neural Network Approach.
Proceedings of the Advances in Neural Networks, 2004

Face Recognition Technique Based on Modular ICA Approach.
Proceedings of the Intelligent Information Processing II, 2004

Hardware Design of Two Weighted Neural Network and Application for Object Recognition.
Proceedings of the Intelligent Information Processing II, 2004

Study of Adaptive Equalizers Based on Two Weighted Neural Networks.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004


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