Jiahui Pan

Orcid: 0000-0002-7576-6743

Affiliations:
  • South China Normal University, Foshan, China


According to our database1, Jiahui Pan authored at least 67 papers between 2012 and 2025.

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

Timeline

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Bibliography

2025
Deep Learning-Augmented Sleep Spindle Detection for Acute Disorders of Consciousness: Integrating CNN and Decision Tree Validation.
IEEE Trans. Biomed. Eng., October, 2025

A Multimodal Consistency-Based Self-Supervised Contrastive Learning Framework for Automated Sleep Staging in Patients With Disorders of Consciousness.
IEEE J. Biomed. Health Informatics, February, 2025

Real-Time Attention Regulation and Cognitive Monitoring Using a Wearable EEG-Based BCI.
IEEE Trans. Biomed. Eng., February, 2025

Publisher Correction: Twinenet: coupling features for synthesizing volume rendered images via convolutional encoder-decoders and multilayer perceptrons.
Vis. Comput., January, 2025

Heterogeneous Domain Adaptation via Correlative and Discriminative Feature Learning.
IEEE Trans. Multim., 2025

Mutual Information Learning-Based End-to-End Fusion Network for Hybrid EEG-fNIRS Brain-Computer Interface.
IEEE Trans. Instrum. Meas., 2025

Confidence-Aware Multimodal Network for Driver Drowsiness Detection: Leveraging EEG-EOG Signals Enhanced by Knowledge Distillation.
IEEE Trans. Instrum. Meas., 2025

HARFormer: A Masked Self-Supervised Transformer-Based Model for Human Activity Recognition With Predicting Somatosensory Tokens.
IEEE Trans. Instrum. Meas., 2025

Decoding Musical Neural Activity in Patients With Disorders of Consciousness Through Self-Supervised Contrastive Domain Generalization.
IEEE Trans. Affect. Comput., 2025

WST-CAA: A Brainprint Recognition Framework Based on Wavelet Scattering Transform and Channel-Axial Attention Dense Network.
IEEE Signal Process. Lett., 2025

A Novel Perspective on Leveraging Hubness in VAE for Eliminating Representative Shift Vectors in Few-Shot Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

2024
Twinenet: coupling features for synthesizing volume rendered images via convolutional encoder-decoders and multilayer perceptrons.
Vis. Comput., October, 2024

An Intersubject Brain-Computer Interface Based on Domain-Adversarial Training of Convolutional Neural Network.
IEEE Trans. Biomed. Eng., October, 2024

Deep Neural Networks for Automatic Sleep Stage Classification and Consciousness Assessment in Patients With Disorder of Consciousness.
IEEE Trans. Cogn. Dev. Syst., August, 2024

Depression Detection Using an Automatic Sleep Staging Method With an Interpretable Channel-Temporal Attention Mechanism.
IEEE Trans. Cogn. Dev. Syst., August, 2024

A feature-enhanced hybrid attention network for traffic sign recognition in real scenes.
IET Image Process., June, 2024

Portable vision-based gait assessment for post-stroke rehabilitation using an attention-based lightweight CNN.
Expert Syst. Appl., March, 2024

ST-SCGNN: A Spatio-Temporal Self-Constructing Graph Neural Network for Cross-Subject EEG-Based Emotion Recognition and Consciousness Detection.
IEEE J. Biomed. Health Informatics, February, 2024

Sequence-level affective level estimation based on pyramidal facial expression features.
Pattern Recognit., January, 2024

A spatiotemporal network using a local spatial difference stack block for facial micro-expression recognition.
Multim. Tools Appl., January, 2024

A Novel EEG-Based Parkinson's Disease Detection Model Using Multiscale Convolutional Prototype Networks.
IEEE Trans. Instrum. Meas., 2024

Assessing Consciousness in Patients With Disorders of Consciousness Using a Facial Action Unit Intensity Estimation Method Based on a Hybrid Similar Feature Network.
IEEE Trans. Instrum. Meas., 2024

Affective EEG-Based Person Identification With Continual Learning.
IEEE Trans. Instrum. Meas., 2024

Attention-Guided and Noise-Resistant Learning for Robust Medical Image Segmentation.
IEEE Trans. Instrum. Meas., 2024

SFT-SGAT: A semi-supervised fine-tuning self-supervised graph attention network for emotion recognition and consciousness detection.
Neural Networks, 2024

Stay Focused is All You Need for Adversarial Robustness.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MFASleepNet: Multi-view fusion attention-based deep neural network for automatic sleep staging.
Proceedings of the International Joint Conference on Neural Networks, 2024

Enhancing Few-Shot Classification without Forgetting Through Multi-level Contrastive Constraints.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

A Relevant Prototype Domain Gradient Projection Continual Learning Method for Cross-Subject P300 Brain-Computer Interfaces.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
AITST - Affective EEG-based person identification via interrelated temporal-spatial transformer.
Pattern Recognit. Lett., October, 2023

A Hybrid Brain-Computer Interface Combining P300 Potentials and Emotion Patterns for Detecting Awareness in Patients With Disorders of Consciousness.
IEEE Trans. Cogn. Dev. Syst., September, 2023

Identifying patients with cognitive motor dissociation using resting-state temporal stability.
NeuroImage, May, 2023

A cascaded spatiotemporal attention network for dynamic facial expression recognition.
Appl. Intell., March, 2023

Residual Attention Capsule Network for Multimodal EEG- and EOG-Based Driver Vigilance Estimation.
IEEE Trans. Instrum. Meas., 2023

Multiple Scale Convolutional Few-Shot Learning Networks for Online P300-Based Brain-Computer Interface and Its Application to Patients With Disorder of Consciousness.
IEEE Trans. Instrum. Meas., 2023

A novel semi-supervised meta learning method for subject-transfer brain-computer interface.
Neural Networks, 2023

Recent Advances in Fatigue Detection Algorithm Based on EEG.
Intell. Autom. Soft Comput., 2023

Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Improved 3D Multiscale V-Net Network-based Segmentation of Lung Nodules.
Proceedings of the 2023 International Conference on Computer, 2023

2022
Multi-Modal Integration of EEG-fNIRS for Characterization of Brain Activity Evoked by Preferred Music.
Frontiers Neurorobotics, September, 2022

An adversarial discriminative temporal convolutional network for EEG-based cross-domain emotion recognition.
Comput. Biol. Medicine, 2022

Emotion-related awareness detection for patients with disorders of consciousness via graph isomorphic network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Joint Temporal Convolutional Networks and Adversarial Discriminative Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness.
IEEE Trans. Affect. Comput., 2021

The MindGomoku: An Online P300 BCI Game Based on Bayesian Deep Learning.
Sensors, 2021

License Plate Image Reconstruction Based on Generative Adversarial Networks.
Remote. Sens., 2021

An optimized automatic prediction of stage and grade in bladder cancer based on U-ResNet.
J. Intell. Fuzzy Syst., 2021

Automatic Sleep Staging Based on EEG-EOG Signals for Depression Detection.
Intell. Autom. Soft Comput., 2021

An Improved Two-stream Inflated 3D ConvNet for Abnormal Behavior Detection.
Intell. Autom. Soft Comput., 2021

Deep facial spatiotemporal network for engagement prediction in online learning.
Appl. Intell., 2021

Incorporation of Dynamic Stopping Strategy into the Hybrid P300 and SSVEP BCI-based Communication.
Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

Towards an Artificial Intelligence-based Smart Ward Control using Speech and EEG Signals.
Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

2020
Speech emotion recognition using fusion of three multi-task learning-based classifiers: HSF-DNN, MS-CNN and LLD-RNN.
Speech Commun., 2020

Enhancing BCI-Based Emotion Recognition Using an Improved Particle Swarm Optimization for Feature Selection.
Sensors, 2020

Mesh-based scale-invariant feature transform-like method for three-dimensional face recognition under expressions and missing data.
J. Electronic Imaging, 2020

Automatic annotation of liver computed tomography images based on a vessel-skeletonization method.
Int. J. Imaging Syst. Technol., 2020

2019
Convolutional Two-Stream Network Using Multi-Facial Feature Fusion for Driver Fatigue Detection.
Future Internet, 2019

Combining Facial Expressions and Electroencephalography to Enhance Emotion Recognition.
Future Internet, 2019

Advances in Hybrid Brain-Computer Interfaces: Principles, Design, and Applications.
Comput. Intell. Neurosci., 2019

2017
Fusion of Facial Expressions and EEG for Multimodal Emotion Recognition.
Comput. Intell. Neurosci., 2017

Prediction of consciousness recovery in patients with disorder of consciousness using Brain-computer Interface.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

A gaze-Independent audiovisual brain-Computer Interface and its Application in Awareness Detection.
Proceedings of the From Vision to Reality, 2017

2016
Multimodal BCIs: Target Detection, Multidimensional Control, and Awareness Evaluation in Patients With Disorder of Consciousness.
Proc. IEEE, 2016

An EEG-Based brain-computer interface for emotion recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2013
A Hybrid BCI System Combining P300 and SSVEP and Its Application to Wheelchair Control.
IEEE Trans. Biomed. Eng., 2013

2012
Control of a simulated wheelchair based on a hybrid brain computer interface.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012


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