Huaxia Wang

Orcid: 0000-0002-3273-6309

According to our database1, Huaxia Wang authored at least 60 papers between 2011 and 2026.

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

Timeline

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Links

On csauthors.net:

Bibliography

2026
Metarep: improving meta-learning accuracy by learning episodic representation.
Int. J. Mach. Learn. Cybern., April, 2026

Finetune-Informed Pretraining Boosts Downstream Performance.
CoRR, January, 2026

Semi-Supervised Masked Autoencoders: Unlocking Vision Transformer Potential with Limited Data.
CoRR, January, 2026

CageDroneRF: A Large-Scale RF Benchmark and Toolkit for Drone Perception.
CoRR, January, 2026

DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches for Automatic Modulation Classification.
IEEE Trans. Commun., 2026

Fine-Tuning and Feature Fusion for Automatic Modulation Classification.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2026

2025
DiSC-AMC: Token- and Parameter-Efficient Discretized Statistics In-Context Automatic Modulation Classification.
CoRR, October, 2025

DenoMAE: A Multimodal Autoencoder for Denoising Modulation Signals.
IEEE Commun. Lett., July, 2025

Plug-and-Play AMC: Context Is King in Training-Free, Open-Set Modulation with LLMs.
CoRR, May, 2025

Continuous phase signal modulation recognition based on combined spectral features using ResNeXt50 with channel and spatial attention mechanism.
Signal Image Video Process., April, 2025

DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches.
CoRR, February, 2025

Privacy Preserving Semantic Communications Using Vision Language Models: A Segmentation and Generation Approach.
Proceedings of the IEEE Military Communications Conference, 2025

Adversarial OFDM Spectrum Modification to Manipulate Channel State Information Systems.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2025

APSys: Disaggregated LLM Serving System with an Adaptive Parallel Strategy.
Proceedings of the IEEE International Conference on Big Data, 2025

2024
Estimation of cattle weight from composite image/height/length data with spatial and channel attention convolution network (SCA-ConvNet).
Signal Image Video Process., September, 2024

Direct sequence spread spectrum (DSSS) signal detection based on eigenvalues local binary pattern residual network (EL-ResNet).
Signal Image Video Process., July, 2024

Meta Supervised Contrastive Learning for Few-Shot Open-Set Modulation Classification With Signal Constellation.
IEEE Commun. Lett., April, 2024

Finger vein denoising algorithm based on gradient-oriented residual structure and LBP texture loss.
Signal Image Video Process., February, 2024

Meta-Tasks: An alternative view on Meta-Learning Regularization.
CoRR, 2024

Few-Shot Open-Set Modulation Recognition Based on Signal Constellation and Meta-Learning.
Proceedings of the 33rd Wireless and Optical Communications Conference, 2024

ViT-MAE Based Foundation Model for Automatic Modulation Classification.
Proceedings of the 33rd Wireless and Optical Communications Conference, 2024

BEpiC: Binary Episodes for Meta-Learning Towards Better Generalization.
Proceedings of the 33rd Wireless and Optical Communications Conference, 2024

NMformer: A Transformer for Noisy Modulation Classification in Wireless Communication.
Proceedings of the 33rd Wireless and Optical Communications Conference, 2024

Multilabel Defect Classification of Large Concrete Structures Using Vision Graph Neural Network with Edge Convolution.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Secondary User Access Control in Cognitive Radio Networks: Concept, Design, and Analysis.
IEEE Netw., November, 2023

A finger vein feature extraction network fusing global/local features and its lightweight network.
Evol. Syst., October, 2023

Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN).
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

Secondary User Access Control (SUAC) via Quadratic Programming in Massive MIMO Cognitive Radio Networks.
IEEE Open J. Commun. Soc., 2023

Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning.
CoRR, 2023

Graph-Based Distributed Control in Vehicular Communications Networks.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Optimizing Spatial Sensing Performance with Kriging and SRGAN - A Feasibility Study.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

2022
An Illumination-Invariant Shadow-Based Scene Matching Navigation Approach in Low-Altitude Flight.
Remote. Sens., 2022

Finger vein image inpainting using neighbor binary-wasserstein generative adversarial networks (NB-WGAN).
Appl. Intell., 2022

A Robust Adversarial Network-Based End-to-End Communications System with Strong Generalization Ability Against Adversarial Attacks.
Proceedings of the IEEE International Conference on Communications, 2022

Demo: I Am a Robot: First-person Robotic Arm Control with Hand Motions in Virtual Reality.
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Remote Robot Control with Low-cost Robotic Arms and Human Motions.
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021
Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets.
Neural Process. Lett., 2021

Radio spectrum awareness using deep learning: Identification of fading channels, signal distortions, medium access control protocols, and cellular systems.
Intell. Converged Networks, 2021

Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN.
IEEE Commun. Lett., 2021

2020
Feature-Level Fusion of Finger Vein and Fingerprint Based on a Single Finger Image: The Use of Incompletely Closed Near-Infrared Equipment.
Symmetry, 2020

Study on Fast-Changing Mixed-Modulation Recognition Based on Neural Network Algorithms.
KSII Trans. Internet Inf. Syst., 2020

Finger Vein Image Inpainting With Gabor Texture Constraints.
IEEE Access, 2020

Identification of ISM Band Signals Using Deep Learning.
Proceedings of the 29th Wireless and Optical Communications Conference, 2020

2019
Modulation Classification Based on Signal Constellation Diagrams and Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Breast Cancer Detection Using Extreme Learning Machine Based on Feature Fusion With CNN Deep Features.
IEEE Access, 2019

A Direct Approach to Robust Deep Learning Using Adversarial Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Secondary User Access Control with MassiveMIMO in Cognitive Radio Networks.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

2018
Primary User Boundary Detection in Cognitive Radio Networks: Estimated Secondary User Locations and Impact of Malicious Secondary Users.
IEEE Trans. Veh. Technol., 2018

Prioritized Secondary User Access Control in Cognitive Radio Networks.
IEEE Access, 2018

2017
ICA Based Semi-Blind Decoding Method for a Multicell Multiuser Massive MIMO Uplink System in Rician/Rayleigh Fading Channels.
IEEE Trans. Wirel. Commun., 2017

Cooperative Spectrum Sensing With Random Access Reporting Channels in Cognitive Radio Networks.
IEEE Trans. Veh. Technol., 2017

基于小波图像融合算法和改进FCM聚类的MR脑部图像分割算法 (MR Brain Image Segmentation Method Based on Wavelet Transform Image Fusion Algorithm and Improved FCM Clustering).
计算机科学, 2017

Modulation classification using convolutional Neural Network based deep learning model.
Proceedings of the 26th Wireless and Optical Communication Conference, 2017

2016
Blind Decoding Based on Independent Component Analysis for a Massive MIMO Uplink System in Microcell Rician/Rayleigh Fading Channels.
IEEE Trans. Veh. Technol., 2016

Secondary User Access Control in Cognitive Radio Networks.
IEEE J. Sel. Areas Commun., 2016

2015
Coordinated jamming and communications in an MC-CDMA system.
IEEE Trans. Aerosp. Electron. Syst., 2015

Reporting Channel Design and Analysis in Cooperative Spectrum Sensing for Cognitive Radio Networks.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Applying matrix factorization in data reconstruction for heart disease patient classification.
Proceedings of the 17th International Conference on E-health Networking, 2015

2013
Cooperative Wideband Spectrum Detection Based on Maximum Likelihood Ratio for CR Enhanced VANET.
J. Commun., 2013

2011
Pattern Recognition of Hand Gesture Based on LVQ Neutral Network.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011


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