Wei-Long Zheng

Orcid: 0000-0002-9474-6369

Affiliations:

Shanghai Jiao Tong University, Shanghai, China

According to our database¹, Wei-Long Zheng authored at least 91 papers between 2014 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Combining Induction and Transduction for Abstract Reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images.

[BibT_eX]

[DOI]

CoRR, 2024

Professor X: Manipulating EEG BCI with Invisible and Robust Backdoor Attack.

[BibT_eX]

[DOI]

CoRR, 2024

Code Repair with LLMs gives an Exploration-Exploitation Tradeoff.

[BibT_eX]

[DOI]

CoRR, 2024

Detecting Major Depression Disorder with Multiview Eye Movement Features in a Novel Oil Painting Paradigm.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Temporal-Spatial Prediction: Pre-Training on Diverse Datasets for EEG Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

CEMOAE: A Dynamic Autoencoder with Masked Channel Modeling for Robust EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Functional Emotion Transformer for EEG-Assisted Cross-Modal Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Multimodal Multi-View Spectral-Spatial-Temporal Masked Autoencoder for Self-Supervised Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

EEG Data Augmentation for Emotion Recognition Using Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Focused State Recognition Using EEG with Eye Movement-Assisted Annotation.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Contrastive Self-supervised EEG Representation Learning for Emotion Classification.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

EEG-Based Tension Recognition Annotated with Electrodermal Activity.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Multi-modal Adversarial Regressive Transformer for Cross-subject Fatigue Detection.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Improving Cross-Subject Emotion Recognition Performance with an Encoder-Decoder Structure.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

A Multimodal Myanmar Emotion Dataset for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals.

[BibT_eX]

[DOI]

CoRR, 2023

Identifying Artistic Expertise Difference in Emotion Recognition in Response to Oil Paintings.

[BibT_eX]

[DOI]

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

EEG-Eye Movements Cross-Modal Decision Confidence Measurement with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Cross-Subject Decision Confidence Estimation from EEG Signals Using Spectral-Spatial-Temporal Adaptive GCN with Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Naturalistic Emotion Recognition Using EEG and Eye Movements.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Two-Stream Spectral-Temporal Denoising Network for End-to-End Robust EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

DAformer: Transformer with Domain Adversarial Adaptation for EEG-Based Emotion Recognition with Live-Oil Paintings.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Elastic Graph Transformer Networks for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Deep Depression Detection with Resting-State and Cognitive-Task EEG.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Objective Depression Detection Using EEG and Eye Movement Signals Induced by Oil Paintings.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Investigating Emotion EEG Patterns for Depression Detection with Attentive Simple Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Tagging Continuous Labels for EEG-based Emotion Classification.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023.

[BibT_eX]

[DOI]

Michel J. A. M. van Putten

Proceedings of the Computing in Cardiology, 2023

Transformer-Based Domain Adaptation for Multi-Modal Emotion Recognition in Response to Game Animation Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Multimodal Vigilance Estimation Using Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Predicting Neurological Outcome From Electroencephalogram Dynamics in Comatose Patients After Cardiac Arrest With Deep Learning.

[BibT_eX]

[DOI]

Marleen C. Tjepkema-Cloostermans

Jeannette Hofmeijer

Michel J. A. M. van Putten

M. Brandon Westover

IEEE Trans. Biomed. Eng., 2022

Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2022

A Multi-view Spectral-Spatial-Temporal Masked Autoencoder for Decoding Emotions with Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Few-Shot Class-Incremental Learning for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Tian-Fang Ma

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Multimodal Emotion Recognition in Response to Oil Paintings.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2021

2020

Vigilance Estimation Using a Wearable EOG Device in Real Driving Environment.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

Early Action Recognition With Category Exclusion Using Policy-Based Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Adaptive Sedation Monitoring From EEG in ICU Patients With Online Learning.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition.

[BibT_eX]

[DOI]

Xun Wu

Wei-Long Zheng

Bao-Liang Lu

CoRR, 2020

2019

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Identifying Stable Patterns over Time for Emotion Recognition from EEG.

[BibT_eX]

[DOI]

Wei-Long Zheng

Jia-Yi Zhu

Bao-Liang Lu

IEEE Trans. Affect. Comput., 2019

Automated tracking of level of consciousness and delirium in critical illness using deep learning.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2019

Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis.

[BibT_eX]

[DOI]

CoRR, 2019

Classification of Five Emotions from EEG and Eye Movement Signals: Complementary Representation Properties.

[BibT_eX]

[DOI]

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Identifying Functional Brain Connectivity Patterns for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Xun Wu

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Classification of Five Emotions from EEG and Eye Movement Signals: Discrimination Ability and Stability over Time.

[BibT_eX]

[DOI]

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Emotion Recognition using Multimodal Residual LSTM Network.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Reducing the Subject Variability of EEG Signals with Adversarial Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Investigating Sex Differences in Classification of Five Emotions from EEG and Eye Movement Signals.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

EEG-Based Emotion Recognition Using Hierarchical Network With Subnetwork Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2018

Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Sleep Quality Estimation with Adversarial Domain Adaptation: From Laboratory to Real Scenario.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multimodal Vigilance Estimation with Adversarial Domain Adaptation Networks.

[BibT_eX]

[DOI]

He Li

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Active Feedback Framework with Scan-Path Clustering for Deep Affective Models.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

WGAN Domain Adaptation for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Cross-Subject Emotion Recognition Using Deep Adaptation Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Online Depth Image-Based Object Tracking with Sparse Representation and Object Detection.

[BibT_eX]

[DOI]

Wei-Long Zheng

Shan-Chun Shen

Bao-Liang Lu

Neural Process. Lett., 2017

Semi-supervised Bayesian Deep Multi-modal Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2017

Neural patterns between Chinese and Germans for EEG-based emotion recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Attention evaluation with eye tracking glasses for EEG-based emotion recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Detecting driving fatigue with multimodal deep learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Emotion Annotation Using Hierarchical Aligned Cluster Analysis.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

EEG-Based Sleep Quality Evaluation with Deep Transfer Learning.

[BibT_eX]

[DOI]

Xing-Zan Zhang

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Investigating Gender Differences of Brain Areas in Emotion Recognition Using LSTM Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Identifying Gender Differences in Multimodal Emotion Recognition Using Bimodal Deep AutoEncoder.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Multimodal Emotion Recognition Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

An unsupervised discriminative extreme learning machine and its applications to data clustering.

[BibT_eX]

[DOI]

Yong Peng

Wei-Long Zheng

Bao-Liang Lu

Neurocomputing, 2016

A Multimodal Approach to Estimating Vigilance Using EEG and Forehead EOG.

[BibT_eX]

[DOI]

Wei-Long Zheng

Bao-Liang Lu

CoRR, 2016

Multimodal Emotion Recognition Using Multimodal Deep Learning.

[BibT_eX]

[DOI]

Wei Liu

Wei-Long Zheng

Bao-Liang Lu

CoRR, 2016

Measuring sleep quality from EEG with machine learning approaches.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Driving fatigue detection with fusion of EEG and forehead EOG.

[BibT_eX]

[DOI]

Xue-Qin Huo

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Personalizing EEG-Based Affective Models with Transfer Learning.

[BibT_eX]

[DOI]

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Continuous Vigilance Estimation Using LSTM Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Emotion Recognition Using Multimodal Deep Learning.

[BibT_eX]

[DOI]

Wei Liu

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks.

[BibT_eX]

[DOI]

Wei-Long Zheng

Bao-Liang Lu

IEEE Trans. Auton. Ment. Dev., 2015

Revealing critical channels and frequency bands for emotion recognition from EEG with deep belief network.

[BibT_eX]

[DOI]

Wei-Long Zheng

Hao-Tian Guo

Bao-Liang Lu

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

A novel approach to driving fatigue detection using forehead EOG.

[BibT_eX]

[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Evaluating driving fatigue detection algorithms using eye tracking glasses.

[BibT_eX]

[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Combining Eye Movements and EEG to Enhance Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Transfer Components Between Subjects for EEG-based Driving Fatigue Detection.

[BibT_eX]

[DOI]

Yong-Qi Zhang

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Transfer components between subjects for EEG-based emotion recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

EEG-based emotion recognition using discriminative graph regularized extreme learning machine.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

EOG-based drowsiness detection using convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Online Object Tracking Based on Depth Image with Sparse Coding.

[BibT_eX]

[DOI]

Shan-Chun Shen

Wei-Long Zheng

Bao-Liang Lu

Proceedings of the Neural Information Processing - 21st International Conference, 2014

EEG-based emotion classification using deep belief networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multimodel emotion analysis in response to multimedia.

[BibT_eX]

[DOI]

Wei-Long Zheng

Jia-Yi Zhu

Bao-Liang Lu

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Multimodal emotion recognition using EEG and eye tracking data.

[BibT_eX]

[DOI]

Wei-Long Zheng

Bo-Nan Dong

Bao-Liang Lu

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

EEG-based emotion recognition with manifold regularized extreme learning machine.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Wei-Long Zheng

Timeline

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