Tong Zhang

Orcid: 0000-0002-7025-6365

Affiliations:
  • South China University of Technology, School of Electronics and Information, Guangzhou, China
  • University of Macau, Department of Computer and Information Science, Macau (PhD 2016)


According to our database1, Tong Zhang authored at least 103 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
Adaptive Dual-Space Network With Multigraph Fusion for EEG-Based Emotion Recognition.
IEEE Trans. Comput. Soc. Syst., October, 2024

SIA-Net: Sparse Interactive Attention Network for Multimodal Emotion Recognition.
IEEE Trans. Comput. Soc. Syst., October, 2024

A Broad Generative Network for Two-Stage Image Outpainting.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

TT-GCN: Temporal-Tightly Graph Convolutional Network for Emotion Recognition From Gaits.
IEEE Trans. Comput. Soc. Syst., June, 2024

Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System.
IEEE Trans. Comput. Soc. Syst., April, 2024

CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals.
Int. J. Mach. Learn. Cybern., April, 2024

Adaptive 3DCNN-Based Interpretable Ensemble Model for Early Diagnosis of Alzheimer's Disease.
IEEE Trans. Comput. Soc. Syst., February, 2024

Self-Maintained Network Digital Twin for Human-Centric Wireless Metaverse.
IEEE Netw., January, 2024

Robust Saliency-Aware Distillation for Few-Shot Fine-Grained Visual Recognition.
IEEE Trans. Multim., 2024

Bearing Fault Diagnosis Using Multichannel Broad Learning System Based on Positive-Negative Weighted Voting Mechanism.
IEEE Trans. Instrum. Meas., 2024

Emotion Recognition in Conversation Based on a Dynamic Complementary Graph Convolutional Network.
IEEE Trans. Affect. Comput., 2024

Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network.
IEEE Trans. Affect. Comput., 2024

Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition.
IEEE Trans. Affect. Comput., 2024

GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition.
IEEE Trans. Affect. Comput., 2024

Enhancement and optimisation of human pose estimation with multi-scale spatial attention and adversarial data augmentation.
Inf. Fusion, 2024

STFGCN: Spatial-temporal fusion graph convolutional network for traffic prediction.
Expert Syst. Appl., 2024

Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference.
CoRR, 2024

One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments.
CoRR, 2024

PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance.
CoRR, 2024

Incremental Self-training for Semi-supervised Learning.
CoRR, 2024

Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Disentanglement Network: Disentangle the Emotional Features from Acoustic Features for Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2024

Spatial and Frequency-Based Feature Reconstruction for Cross-Database Micro-Expression Recognition.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Desigen: A Pipeline for Controllable Design Template Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Adaptive Broad Learning Neural Network for Fault-Tolerant Control of 2-DOF Helicopter Systems.
IEEE Trans. Syst. Man Cybern. Syst., December, 2023

AIA-Net: Adaptive Interactive Attention Network for Text-Audio Emotion Recognition.
IEEE Trans. Cybern., December, 2023

MIAR: Interest-Activated News Recommendation by Fusing Multichannel Information.
IEEE Trans. Comput. Soc. Syst., December, 2023

Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition.
IEEE Trans. Cogn. Dev. Syst., December, 2023

A VAE-Based User Preference Learning and Transfer Framework for Cross-Domain Recommendation.
IEEE Trans. Knowl. Data Eng., October, 2023

Recommendation Model Based on Enhanced Graph Convolution That Fuses Review Properties.
IEEE Trans. Comput. Soc. Syst., October, 2023

PAU-Net: Privileged Action Unit Network for Facial Expression Recognition.
IEEE Trans. Cogn. Dev. Syst., September, 2023

A static video summarization approach via block-based self-motivated visual attention scoring mechanism.
Int. J. Mach. Learn. Cybern., September, 2023

Multi-Person Pose Estimation in the Wild: Using Adversarial Method to Train a Top-Down Pose Estimation Network.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Constructing Microstructural Evolution System for Cement Hydration From Observed Data Using Deep Learning.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Siamese labels auxiliary learning.
Inf. Sci., May, 2023

Transfer Learning-Based Collaborative Multiview Clustering.
IEEE Trans. Fuzzy Syst., April, 2023

Multi-dimensional shared representation learning with graph fusion network for Session-based Recommendation.
Inf. Fusion, April, 2023

Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst., February, 2023

Semantic Learning for Facial Action Unit Detection.
IEEE Trans. Comput. Soc. Syst., 2023

MIA-Net: Multi-Modal Interactive Attention Network for Multi-Modal Affective Analysis.
IEEE Trans. Affect. Comput., 2023

Consistent123: Improve Consistency for One Image to 3D Object Synthesis.
CoRR, 2023

Saliency-Guided Mutual Learning Network for Few-shot Fine-grained Visual Recognition.
CoRR, 2023

ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification.
CoRR, 2023

Learn and Sample Together: Collaborative Generation for Graphic Design Layout.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

FACExplainer: Generating Model-faithful Explanations for Graph Neural Networks Guided by Spatial Information.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Situational Assessment for Intelligent Vehicles Based on Stochastic Model and Gaussian Distributions in Typical Traffic Scenarios.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Cross-Database Micro-Expression Recognition: A Benchmark.
IEEE Trans. Knowl. Data Eng., 2022

Compensating for Local Ambiguity With Encoder-Decoder in Urban Scene Segmentation.
IEEE Trans. Intell. Transp. Syst., 2022

An Efficient Inspection System Based on Broad Learning: Nondestructively Estimating Cement Compressive Strength With Internal Factors.
IEEE Trans. Ind. Informatics, 2022

Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst., 2022

Research Review for Broad Learning System: Algorithms, Theory, and Applications.
IEEE Trans. Cybern., 2022

A Structure Constraint Matrix Factorization Framework for Human Behavior Segmentation.
IEEE Trans. Cybern., 2022

BMT-Net: Broad Multitask Transformer Network for Sentiment Analysis.
IEEE Trans. Cybern., 2022

A Survey on Siamese Network: Methodologies, Applications, and Opportunities.
IEEE Trans. Artif. Intell., 2022

GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition.
IEEE Trans. Affect. Comput., 2022

Few-shot learning with deep balanced network and acceleration strategy.
Int. J. Mach. Learn. Cybern., 2022

Self-labeling with feature transfer for speech emotion recognition.
Knowl. Based Syst., 2022

A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition.
CoRR, 2022

OneDConv: Generalized Convolution For Transform-Invariant Representation.
CoRR, 2022

Orthogonal Vector-Decomposed Disentanglement Network of Interactive Image Retrieval for Fashion Outfit Recommendation.
Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

VSA: Adaptive Visual and Semantic Guided Attention on Few-Shot Learning.
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021
Hierarchical Lifelong Learning by Sharing Representations and Integrating Hypothesis.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model.
IEEE Trans. Syst. Man Cybern. Syst., 2021

AS-NAS: Adaptive Scalable Neural Architecture Search With Reinforced Evolutionary Algorithm for Deep Learning.
IEEE Trans. Evol. Comput., 2021

Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine.
IEEE Trans. Cybern., 2021

Enhanced Broad Siamese Network for Facial Emotion Recognition in Human-Robot Interaction.
IEEE Trans. Artif. Intell., 2021

Attention-guided chained context aggregation for semantic segmentation.
Image Vis. Comput., 2021

Edge computing and its role in Industrial Internet: Methodologies, applications, and future directions.
Inf. Sci., 2021

Siamese Labels Auxiliary Network(SiLaNet).
CoRR, 2021

Cross-Subject EEG Emotion Recognition Using Domain Adaptive Few-Shot Learning Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Brain-Robot Interface-Based Navigation Control of a Mobile Robot in Corridor Environments.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Underwater Internet of Things in Smart Ocean: System Architecture and Open Issues.
IEEE Trans. Ind. Informatics, 2020

Motor Learning and Generalization Using Broad Learning Adaptive Neural Control.
IEEE Trans. Ind. Electron., 2020

Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation.
Int. J. Mach. Learn. Cybern., 2020

View-independent representation with frame interpolation method for skeleton-based human action recognition.
Int. J. Mach. Learn. Cybern., 2020

Exploring privileged information from simple actions for complex action recognition.
Neurocomputing, 2020

Hand Gesture Recognition in Complex Background Based on Convolutional Pose Machine and Fuzzy Gaussian Mixture Models.
Int. J. Fuzzy Syst., 2020

3D Object Classification on Partial Point Clouds: A Practical Perspective.
CoRR, 2020

Multiple Spatial Information Weighted Fuzzy Clustering for Image Segmentation.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019
Adaptive Fuzzy Gaussian Mixture Models for Shape Approximation in Robot Grasping.
Int. J. Fuzzy Syst., 2019

Low-Rank Tensor Thresholding Ridge Regression.
IEEE Access, 2019

A Binary I-Ching Divination Evolutionary Algorithm for Feature Selection.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2019

Multi-Kernel Broad Learning systems Based on Random Features: A Novel Expansion for Nonlinear Feature Nodes.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Fisher Loss: A More Discriminative Feature Learning Method in Classification.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018
Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators.
IEEE Trans. Cybern., 2018

Facial Expression Recognition via Broad Learning System.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
I-Ching Divination Evolutionary Algorithm and its Convergence Analysis.
IEEE Trans. Cybern., 2017

A novel DE-PCCM feature for EEG-based emotion recognition.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Gradient boosting model for unbalanced quantitative mass spectra quality assessment.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Spectral clustering based on JS-divergence for uncertain data.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Multi-scale convolutional neural networks for crowd counting.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Joint Latent Space and Multi-view Feature Learning.
Proceedings of the Internet Multimedia Computing and Service, 2017

Emotion classification using deep neural networks and emotional patches.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Clustering Algorithm Based on Spatial Shadowed Fuzzy C-means and I-Ching Operators.
Int. J. Fuzzy Syst., 2016

2015
Matrix Factorization with Scale-Invariant Parameters.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014
A novel evolutionary algorithm solving optimization problems.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Impact of ratio k on two-layer neural networks with dynamic optimal learning rate.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2012
Image encryption algorithm based on a new combined chaotic system.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2011
On the classification of cancer cell gene via Expressive Value Distance (EVD) algorithm and its comparison to the optimally trained ANN method.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
A new optimization method, the Algorithm of Changes, for Bin Packing Problem.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010


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