A new optimization method, the Algorithm of Changes, for Bin Packing Problem. - Sik Chung Tam; Hou-Kuan Tam; Lap-Mou Tam; Tong Zhang 015 (BIC-TA, 2010)

On the classification of cancer cell gene via Expressive Value Distance (EVD) algorithm and its comparison to the optimally trained ANN method. - Tong Zhang 015; Chi-Hsu Wang; Sik Chung Tam; C. L. Philip Chen (FUZZ-IEEE, 2011)

Image encryption algorithm based on a new combined chaotic system. - C. L. Philip Chen; Tong Zhang 015; Yicong Zhou (SMC, 2012)

Impact of ratio k on two-layer neural networks with dynamic optimal learning rate. - Tong Zhang 015; C. L. Philip Chen; Jin Zhou 003 (IJCNN, 2014)

A novel evolutionary algorithm solving optimization problems. - C. L. Philip Chen; Tong Zhang 015; Sik Chung Tam (SMC, 2014)

Matrix Factorization with Scale-Invariant Parameters. - Guangxiang Zeng; Hengshu Zhu; Qi Liu 003; Ping Luo 001; Enhong Chen; Tong Zhang 015 (IJCAI, 2015)

Clustering Algorithm Based on Spatial Shadowed Fuzzy C-means and I-Ching Operators. - Tong Zhang 015; Long Chen 001; C. L. Philip Chen (Int. J. Fuzzy Syst., 2016)

Emotion classification using deep neural networks and emotional patches. - Jungming Huang; Xiangmin Xu; Tong Zhang 015 (BIBM, 2017)

Joint Latent Space and Multi-view Feature Learning. - Kailing Guo; Xiangmin Xu; Bolun Cai; Tong Zhang 015 (ICIMCS, 2017)

Multi-scale convolutional neural networks for crowd counting. - Lingke Zeng; Xiangmin Xu; Bolun Cai; Suo Qiu; Tong Zhang 015 (ICIP, 2017)

Spectral clustering based on JS-divergence for uncertain data. - Yingxu Wang 002; Jiwen Dong; Jin Zhou 003; Lin Wang 004; Shi-Yuan Han; Tong Zhang 015; C. L. Philip Chen (SMC, 2017)

Gradient boosting model for unbalanced quantitative mass spectra quality assessment. - Long Chen 001; Tong Zhang 015; Tianjun Li (SPAC, 2017)

A novel DE-PCCM feature for EEG-based emotion recognition. - Hongyou Li; Chunmei Qing; Xiangmin Xu; Tong Zhang 015 (SPAC, 2017)

I-Ching Divination Evolutionary Algorithm and its Convergence Analysis. - C. L. Philip Chen; Tong Zhang 015; Long Chen 001; Sik Chung Tam (IEEE Trans. Cybern., 2017)

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System. - Xuehan Wang; Tong Zhang 015; Xiang-Min Xu; Long Chen 001; Xiao-Fen Xing; C. L. Philip Chen (BIBM, 2018)

Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm. - Tianjun Li; C. L. Philip Chen; Long Chen 001; Tong Zhang 015; Bianna Chen; Xiangmin Xu (SMC, 2018)

Facial Expression Recognition via Broad Learning System. - Tong Zhang 015; Zhulin Liu; Xuehan Wang; Xiao-Fen Xing; C. L. Philip Chen; Enhong Chen (SMC, 2018)

Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators. - Tong Zhang 015; C. L. Philip Chen; Long Chen 001; Xiangmin Xu; Bin Hu 001 (IEEE Trans. Cybern., 2018)

Fisher Loss: A More Discriminative Feature Learning Method in Classification. - Yuhang Ye 002; Tong Zhang 015; Chenguang Yang 001 (AIM, 2019)

Multi-Kernel Broad Learning systems Based on Random Features: A Novel Expansion for Nonlinear Feature Nodes. - Zhulin Liu; C. L. Philip Chen; Tong Zhang 015; Jin Zhou 003 (SMC, 2019)

A Binary I-Ching Divination Evolutionary Algorithm for Feature Selection. - Bianna Chen; Tong Zhang 015; Xue Jia; Jianxiu Jin; C. L. Philip Chen; Xiangmin Xu (SPAC, 2019)

Low-Rank Tensor Thresholding Ridge Regression. - Kailing Guo; Tong Zhang 015; Xiangmin Xu; Xiaofen Xing (IEEE Access, 2019)

Adaptive Fuzzy Gaussian Mixture Models for Shape Approximation in Robot Grasping. - Huifeng Lin; Tong Zhang 015; Zhaopeng Chen; Haina Song; Chenguang Yang 001 (Int. J. Fuzzy Syst., 2019)

Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System. - Xue Jia; Tong Zhang 015; C. L. Philip Chen; Zhulin Liu; Long Chen 001; Guihua Wen; Bin Hu 001 (SMC, 2020)

Multiple Spatial Information Weighted Fuzzy Clustering for Image Segmentation. - Xiangdao Liu; Jin Zhou 003; Hui Jiang; C. L. Philip Chen; Tong Zhang 015; Lin Wang 004; Shiyuan Han; Yuehui Chen (SMC, 2020)

3D Object Classification on Partial Point Clouds: A Practical Perspective. - Zelin Xu 002; Ke Chen 004; Tong Zhang 015; C. L. Philip Chen; Kui Jia (CoRR, 2020)

Hand Gesture Recognition in Complex Background Based on Convolutional Pose Machine and Fuzzy Gaussian Mixture Models. - Tong Zhang 015; Huifeng Lin; Zhaojie Ju; Chenguang Yang 001 (Int. J. Fuzzy Syst., 2020)

Exploring privileged information from simple actions for complex action recognition. - Fang Liu 030; Xiangmin Xu; Tong Zhang 015; Kailing Guo; Lin Wang 004 (Neurocomputing, 2020)

View-independent representation with frame interpolation method for skeleton-based human action recognition. - Yingguo Jiang; Jun Xu; Tong Zhang 015 (Int. J. Mach. Learn. Cybern., 2020)

Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation. - Guangmei Xu; Jin Zhou 003; Jiwen Dong; C. L. Philip Chen; Tong Zhang 015; Long Chen 001; Shiyuan Han; Lin Wang 004; Yuehui Chen (Int. J. Mach. Learn. Cybern., 2020)

Motor Learning and Generalization Using Broad Learning Adaptive Neural Control. - Haohui Huang; Tong Zhang 015; Chenguang Yang 001; C. L. Philip Chen (IEEE Trans. Ind. Electron., 2020)

Underwater Internet of Things in Smart Ocean: System Architecture and Open Issues. - Tie Qiu 001; Zhao Zhao; Tong Zhang 015; Chen Chen 006; C. L. Philip Chen (IEEE Trans. Ind. Informatics, 2020)

Brain-Robot Interface-Based Navigation Control of a Mobile Robot in Corridor Environments. - Yiliang Liu; Zhijun Li 001; Tong Zhang 015; Suna Zhao (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Cross-Subject EEG Emotion Recognition Using Domain Adaptive Few-Shot Learning Networks. - Run Ning; C. L. Philip Chen; Tong Zhang 015 (BIBM, 2021)

Siamese Labels Auxiliary Network(SiLaNet). - Wenrui Gan; Zhulin Liu; C. L. Philip Chen; Tong Zhang 015 (CoRR, 2021)

Edge computing and its role in Industrial Internet: Methodologies, applications, and future directions. - Tong Zhang 015; Yikai Li 001; C. L. Philip Chen (Inf. Sci., 2021)

Attention-guided chained context aggregation for semantic segmentation. - Quan Tang 001; Fagui Liu; Tong Zhang 015; Jun Jiang 003; Yu Zhang 144 (Image Vis. Comput., 2021)

Enhanced Broad Siamese Network for Facial Emotion Recognition in Human-Robot Interaction. - Yikai Li 001; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Artif. Intell., 2021)

Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine. - Xiaowei Zhang 001; Jinyong Liu; Jian Shen 004; Shaojie Li; Kechen Hou; Bin Hu 001; Jin Gao; Tong Zhang 015; Bin Hu 001 (IEEE Trans. Cybern., 2021)

AS-NAS: Adaptive Scalable Neural Architecture Search With Reinforced Evolutionary Algorithm for Deep Learning. - Tong Zhang 015; Chunyu Lei; Zongyan Zhang; Xianbing Meng; C. L. Philip Chen (IEEE Trans. Evol. Comput., 2021)

Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model. - Zhulin Liu; C. L. Philip Chen; Shuang Feng 001; Qiying Feng; Tong Zhang 015 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Hierarchical Lifelong Learning by Sharing Representations and Integrating Hypothesis. - Tong Zhang 015; Guoxi Su; Chunmei Qing; Xiangmin Xu; Bolun Cai; Xiaofen Xing (IEEE Trans. Syst. Man Cybern. Syst., 2021)

VSA: Adaptive Visual and Semantic Guided Attention on Few-Shot Learning. - Jin Chai; Yisheng Chen; Weinan Shen; Tong Zhang 015; C. L. Philip Chen (CICAI (1), 2022)

Orthogonal Vector-Decomposed Disentanglement Network of Interactive Image Retrieval for Fashion Outfit Recommendation. - Chen Chen 128; Jie Guo 008; Bin Song 001; Tong Zhang 015 (MCFR@MM, 2022)

OneDConv: Generalized Convolution For Transform-Invariant Representation. - Tong Zhang 015; Haohan Weng; Ke Yi 003; C. L. Philip Chen (CoRR, 2022)

A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition. - Jibao Qiu; C. L. Philip Chen; Tong Zhang 015 (CoRR, 2022)

Self-labeling with feature transfer for speech emotion recognition. - Guihua Wen; Huiqiang Liao; Huihui Li; Pengcheng Wen; Tong Zhang 015; Sande Gao; Bao Wang (Knowl. Based Syst., 2022)

Few-shot learning with deep balanced network and acceleration strategy. - Kang Wang 011; Xuesong Wang 001; Tong Zhang 015; Yuhu Cheng (Int. J. Mach. Learn. Cybern., 2022)

GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition. - Tong Zhang 015; Xuehan Wang; Xiangmin Xu; C. L. Philip Chen (IEEE Trans. Affect. Comput., 2022)

A Survey on Siamese Network: Methodologies, Applications, and Opportunities. - Yikai Li 001; C. L. Philip Chen; Tong Zhang 015 (IEEE Trans. Artif. Intell., 2022)

BMT-Net: Broad Multitask Transformer Network for Sentiment Analysis. - Tong Zhang 015; Xin-Rong Gong; C. L. Philip Chen (IEEE Trans. Cybern., 2022)

A Structure Constraint Matrix Factorization Framework for Human Behavior Segmentation. - Hongbo Gao 001; Chen Lv; Tong Zhang 015; Hongfei Zhao; Lei Jiang; Junjie Zhou; Yuchao Liu; Yi Huang; Chao Han (IEEE Trans. Cybern., 2022)

Research Review for Broad Learning System: Algorithms, Theory, and Applications. - Xin-Rong Gong; Tong Zhang 015; C. L. Philip Chen; Zhulin Liu (IEEE Trans. Cybern., 2022)

Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks. - Bozhan Dang; Yingxu Wang 002; Jin Zhou 003; Rongrong Wang; Long Chen 001; C. L. Philip Chen; Tong Zhang 015; Shiyuan Han; Lin Wang 004; Yuehui Chen (IEEE Trans. Fuzzy Syst., 2022)

An Efficient Inspection System Based on Broad Learning: Nondestructively Estimating Cement Compressive Strength With Internal Factors. - Jifeng Guo; Zhulin Liu; C. L. Philip Chen; Tong Zhang 015; Lin Wang 004; Kaipeng Fan (IEEE Trans. Ind. Informatics, 2022)

Compensating for Local Ambiguity With Encoder-Decoder in Urban Scene Segmentation. - Quan Tang 001; Fagui Liu; Tong Zhang 015; Jun Jiang 003; Yu Zhang 144; Boyuan Zhu; Xuhao Tang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Cross-Database Micro-Expression Recognition: A Benchmark. - Tong Zhang 015; Yuan Zong; Wenming Zheng; C. L. Philip Chen; Xiaopeng Hong; Chuangao Tang; Zhen Cui 001; Guoying Zhao 001 (IEEE Trans. Knowl. Data Eng., 2022)

Situational Assessment for Intelligent Vehicles Based on Stochastic Model and Gaussian Distributions in Typical Traffic Scenarios. - Hongbo Gao 001; Juping Zhu; Tong Zhang 015; Guotao Xie; Zhen Kan; Zhengyuan Hao; Kang Liu (IEEE Trans. Syst. Man Cybern. Syst., 2022)

FACExplainer: Generating Model-faithful Explanations for Graph Neural Networks Guided by Spatial Information. - Hua Yang; C. L. Philip Chen; Bianna Chen; Tong Zhang 015 (BIBM, 2023)

Learn and Sample Together: Collaborative Generation for Graphic Design Layout. - Haohan Weng; Danqing Huang; Tong Zhang 015; Chin-Yew Lin (IJCAI, 2023)

ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification. - Chunyu Lei; C. L. Philip Chen; Jifeng Guo; Tong Zhang 015 (CoRR, 2023)

Saliency-Guided Mutual Learning Network for Few-shot Fine-grained Visual Recognition. - Haiqi Liu; C. L. Philip Chen; Xin-Rong Gong; Tong Zhang 015 (CoRR, 2023)

Consistent123: Improve Consistency for One Image to 3D Object Synthesis. - Haohan Weng; Tianyu Yang; Jianan Wang; Yu Li; Tong Zhang 015; C. L. Philip Chen; Lei Zhang 038 (CoRR, 2023)

MIA-Net: Multi-Modal Interactive Attention Network for Multi-Modal Affective Analysis. - Shuzhen Li; Tong Zhang 015; Bianna Chen; C. L. Philip Chen (IEEE Trans. Affect. Comput., 2023)

Semantic Learning for Facial Action Unit Detection. - Xuehan Wang; C. L. Philip Chen; Haozhang Yuan; Tong Zhang 015 (IEEE Trans. Comput. Soc. Syst., 2023)

Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks. - Yingxu Wang 002; Shiyuan Han; Jin Zhou 003; Long Chen 001; C. L. Philip Chen; Tong Zhang 015; Zhulin Liu; Lin Wang 004; Yuehui Chen (IEEE Trans. Fuzzy Syst., 2023)

Multi-dimensional shared representation learning with graph fusion network for Session-based Recommendation. - Chen Chen 128; Bin Song 001; Jie Guo 008; Tong Zhang 015 (Inf. Fusion, 2023)

Transfer Learning-Based Collaborative Multiview Clustering. - Xiangdao Liu; Rongrong Wang; Jin Zhou 003; C. L. Philip Chen; Tong Zhang 015; Yuehui Chen; Shiyuan Han; Tao Du 002; Ke Ji; Kun Zhang 013 (IEEE Trans. Fuzzy Syst., 2023)

Siamese labels auxiliary learning. - Wenrui Gan; Zhulin Liu; C. L. Philip Chen; Tong Zhang 015 (Inf. Sci., 2023)

Constructing Microstructural Evolution System for Cement Hydration From Observed Data Using Deep Learning. - Jifeng Guo; C. L. Philip Chen; Lin Wang 004; Bo Yang 001; Tong Zhang 015; Liangliang Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Multi-Person Pose Estimation in the Wild: Using Adversarial Method to Train a Top-Down Pose Estimation Network. - Tong Zhang 015; Jingxiang Lian; Jingtao Wen; C. L. Philip Chen (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A static video summarization approach via block-based self-motivated visual attention scoring mechanism. - Wenlin Li; Tong Zhang 015; Xiao Liu (Int. J. Mach. Learn. Cybern., 2023)

PAU-Net: Privileged Action Unit Network for Facial Expression Recognition. - Xuehan Wang; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Cogn. Dev. Syst., 2023)

Recommendation Model Based on Enhanced Graph Convolution That Fuses Review Properties. - Zhenyu Yang 002; Yu Wang; Yuhu Cheng; Tong Zhang 015; Xuesong Wang 001 (IEEE Trans. Comput. Soc. Syst., 2023)

A VAE-Based User Preference Learning and Transfer Framework for Cross-Domain Recommendation. - Tong Zhang 015; Chen Chen 128; Dan Wang 002; Jie Guo 008; Bin Song 001 (IEEE Trans. Knowl. Data Eng., 2023)

Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition. - Qilin Li; Tong Zhang 015; C. L. Philip Chen; Ke Yi 003; Long Chen 001 (IEEE Trans. Cogn. Dev. Syst., 2023)

MIAR: Interest-Activated News Recommendation by Fusing Multichannel Information. - Zhenyu Yang 002; Laiping Cui; Xuesong Wang 001; Tong Zhang 015; Yuhu Cheng (IEEE Trans. Comput. Soc. Syst., 2023)

AIA-Net: Adaptive Interactive Attention Network for Text-Audio Emotion Recognition. - Tong Zhang 015; Shuzhen Li; Bianna Chen; Haozhang Yuan; C. L. Philip Chen (IEEE Trans. Cybern., 2023)

Adaptive Broad Learning Neural Network for Fault-Tolerant Control of 2-DOF Helicopter Systems. - Zhijia Zhao 002; Weitian He; Tao Zou 001; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Temporal Group Attention Network with Affective Complementary Learning for Gait Emotion Recognition. - Ziyi Zhu; C. L. Philip Chen; Haiqi Liu; Tong Zhang 015 (BIBM, 2024)

Desigen: A Pipeline for Controllable Design Template Generation. - Haohan Weng; Danqing Huang; Yu Qiao; Zheng Hu; Chin-Yew Lin; Tong Zhang 015; C. L. Philip Chen (CVPR, 2024)

Spatial and Frequency-Based Feature Reconstruction for Cross-Database Micro-Expression Recognition. - Zhi Feng; C. L. Philip Chen; Shiting Xu; Tong Zhang 015 (ECAI, 2024)

Disentanglement Network: Disentangle the Emotional Features from Acoustic Features for Speech Emotion Recognition. - Zhichen Yuan; C. L. Philip Chen; Shuzhen Li; Tong Zhang 015 (ICASSP, 2024)

Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios. - Xiaojun Kuang; C. L. Philip Chen; Shuzhen Li; Tong Zhang 015 (NAACL-HLT, 2024)

Adaptive Domain-Enhanced Transfer Learning for Welding Defect Classification. - Dan Dai; Anand Mohan; Pasquale Franciosa; Tong Zhang 015; C. L. Philip Chen; Dariusz Ceglarek (SMC, 2024)

DPCA: Dynamic Probability Calibration Algorithm in LMaaS. - Zhongyi Deng; C. L. Philip Chen; Tong Zhang 015 (SMC, 2024)

DHFusion: Deep Hypergraph Convolutional Network for Multi-Modal Physiological Signals Fusion. - Yuanhang Shen; C. L. Philip Chen; Tong Zhang 015 (SMC, 2024)

OneDConv: Generalized Convolution for Transform-Invariant Representation. - Haohan Weng; C. L. Philip Chen; Ke Yi 003; Haiqi Liu; Tong Zhang 015 (SMC, 2024)

Dual-Domain Attention Based Adaptive Graph Convolutional Network for EEG Emotion Recognition. - Tie Xu; Tong Zhang 015; Bianna Chen; C. L. Philip Chen (SMC, 2024)

Multi-Granularity Temporal-Spectral Representation Learning for Speech Emotion Recognition. - Zhichen Yuan; C. L. Philip Chen; Shuzhen Li; Tong Zhang 015 (SMC, 2024)

Incremental Self-training for Semi-supervised Learning. - Jifeng Guo; Zhulin Liu; Tong Zhang 015; C. L. Philip Chen (CoRR, 2024)

One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments. - Ke Yi 003; Yuhui Xu; Heng Chang; Chen Tang; Yuan Meng; Tong Zhang 015; Jia Li 009 (CoRR, 2024)

A New Perspective on Time Series Anomaly Detection: Faster Patch-based Broad Learning System. - Pengyu Li; Zhijie Zhong; Tong Zhang 015; Zhiwen Yu 002; C. L. Philip Chen; Kaixiang Yang (CoRR, 2024)

QADM-Net: Quality-adaptive Dynamic Network for Reliable Multimodal Classification. - Shu Shen; Tong Zhang 015; C. L. Philip Chen (CoRR, 2024)

STFGCN: Spatial-temporal fusion graph convolutional network for traffic prediction. - Hao Li 100; Jie Liu 002; Shiyuan Han; Jin Zhou 003; Tong Zhang 015; C. L. Philip Chen (Expert Syst. Appl., 2024)

Enhancement and optimisation of human pose estimation with multi-scale spatial attention and adversarial data augmentation. - Tong Zhang 015; Qilin Li; Jingtao Wen; C. L. Philip Chen (Inf. Fusion, 2024)

Deuce: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning. - Jiaxin Guo; C. L. Philip Chen; Shuzhen Li; Tong Zhang 015 (Trans. Assoc. Comput. Linguistics, 2024)

GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition. - Bianna Chen; C. L. Philip Chen; Tong Zhang 015 (IEEE Trans. Affect. Comput., 2024)

CiABL: Completeness-Induced Adaptative Broad Learning for Cross-Subject Emotion Recognition With EEG and Eye Movement Signals. - Xinrong Gong; C. L. Philip Chen; Bin Hu 001; Tong Zhang 015 (IEEE Trans. Affect. Comput., 2024)

Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition. - Xiaojun Li; C. L. Philip Chen; Bianna Chen; Tong Zhang 015 (IEEE Trans. Affect. Comput., 2024)

Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network. - Bingxiu Liu; Jifeng Guo; C. L. Philip Chen; Xia Wu 001; Tong Zhang 015 (IEEE Trans. Affect. Comput., 2024)

Emotion Recognition in Conversation Based on a Dynamic Complementary Graph Convolutional Network. - Zhenyu Yang 002; Xiaoyang Li; Yuhu Cheng; Tong Zhang 015; Xuesong Wang 001 (IEEE Trans. Affect. Comput., 2024)

Bearing Fault Diagnosis Using Multichannel Broad Learning System Based on Positive-Negative Weighted Voting Mechanism. - Tiantian Lu; Jianbin Xiong; Jiehan Zhou; Qi Wang 030; Jian Cen; Minghui Liu; Qinghua Zhang; Qingyun Dai; Tong Zhang 015; Juntao Zhang (IEEE Trans. Instrum. Meas., 2024)

Robust Saliency-Aware Distillation for Few-Shot Fine-Grained Visual Recognition. - Haiqi Liu; C. L. Philip Chen; Xinrong Gong; Tong Zhang 015 (IEEE Trans. Multim., 2024)

Self-Maintained Network Digital Twin for Human-Centric Wireless Metaverse. - Jiaxi Wang; Yixue Hao; Long Hu; Tong Zhang 015; Xiaoqiang Ma; Min Chen 003 (IEEE Netw., 2024)

Adaptive 3DCNN-Based Interpretable Ensemble Model for Early Diagnosis of Alzheimer's Disease. - Dan Pan 001; Genqiang Luo; An Zeng; Chao Zou; Haolin Liang; Jianbin Wang; Tong Zhang 015; Baoyao Yang (IEEE Trans. Comput. Soc. Syst., 2024)

CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals. - Xinrong Gong; Yihan Dong; Tong Zhang 015 (Int. J. Mach. Learn. Cybern., 2024)

Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System. - Xinrong Gong; C. L. Philip Chen; Tong Zhang 015 (IEEE Trans. Comput. Soc. Syst., 2024)

TT-GCN: Temporal-Tightly Graph Convolutional Network for Emotion Recognition From Gaits. - Tong Zhang 015; Yelin Chen; Shuzhen Li; Xiping Hu; C. L. Philip Chen (IEEE Trans. Comput. Soc. Syst., 2024)

A Broad Generative Network for Two-Stage Image Outpainting. - Zongyan Zhang; Haohan Weng; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

SIA-Net: Sparse Interactive Attention Network for Multimodal Emotion Recognition. - Shuzhen Li; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Comput. Soc. Syst., 2024)

Adaptive Dual-Space Network With Multigraph Fusion for EEG-Based Emotion Recognition. - Mengqing Ye; C. L. Philip Chen; Wenming Zheng; Tong Zhang 015 (IEEE Trans. Comput. Soc. Syst., 2024)

Broad Siamese Network for Facial Beauty Prediction. - Yikai Li 001; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Artif. Intell., 2024)

FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point. - Ke Yi 003; Jianwei Zhang 012; Zhiying Xu; Xinlong Yang; Yang Zhou; Minmin Sun; Zengke Liu; Tong Zhang 015; Junyang Lin; Jingren Zhou 001 (ACL (Findings), 2025)

One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments. - Ke Yi 003; Yuhui Xu; Heng Chang; Yuan Meng; Tong Zhang 015; Jia Li 009 (ACL (1), 2025)

A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models. - Yongbin Guo; Shuzhen Li; Zhulin Liu; Tong Zhang 015; C. L. Philip Chen (ACL (1), 2025)

Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection. - Jiecheng Zhang; C. L. Philip Chen; Shuzhen Li; Tong Zhang 015 (ACL (1), 2025)

Scaling Mesh Generation via Compressive Tokenization. - Haohan Weng; Zibo Zhao; Biwen Lei; Xianghui Yang; Jian Liu 036; Zeqiang Lai; Zhuo Chen; Yuhong Liu; Jie Jiang; Chunchao Guo; Tong Zhang 015; Shenghua Gao; et al. (CVPR, 2025)

Enhancing Generalized EEG Classification with Decomposed Statistics-diverse Feature Augmentation. - Yubin He; C. L. Philip Chen; Bianna Chen; Tong Zhang 015 (ICASSP, 2025)

Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference. - Ke Yi 003; Zengke Liu; Jianwei Zhang 012; Chengyuan Li; Tong Zhang 015; Junyang Lin; Jingren Zhou 001 (ICLR, 2025)

PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance. - Haohan Weng; Yikai Wang; Tong Zhang 015; C. L. Philip Chen; Jun Zhu (ICLR, 2025)

Multi-agent reinforcement learning for vibration control of regenerative active suspension. - Xiaotian Gao; Yu Du; Shiyuan Han; Wenxiu Zhao; Jin Zhou 003; Tong Zhang 015; C. L. Philip Chen (Eng. Appl. Artif. Intell., 2025)

Broad learning system based on fractional order optimization. - Dan Zhang; Tong Zhang 015; Zhang Tao; C. L. Philip Chen (Neural Networks, 2025)

Grop: Graph Orthogonal Purification Network for EEG Emotion Recognition. - Mengqi Wu; C. L. Philip Chen; Bianna Chen; Tong Zhang 015 (IEEE Trans. Affect. Comput., 2025)

Improving the Interpretability Through Maximizing Mutual Information for EEG Emotion Recognition. - Hua Yang; C. L. Philip Chen; Bianna Chen; Tong Zhang 015 (IEEE Trans. Affect. Comput., 2025)

Online-BLS: An Accurate and Efficient Online Broad Learning System for Data Stream Classification. - Chunyu Lei; Guang-Ze Chen; C. L. Philip Chen; Tong Zhang 015 (CoRR, 2025)

MICINet: Multi-Level Inter-Class Confusing Information Removal for Reliable Multimodal Classification. - Tong Zhang 015; Shu Shen; C. L. Philip Chen (CoRR, 2025)

FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition. - Haiqi Liu; C. L. Philip Chen; Tong Zhang 015 (CoRR, 2025)

Ugan: Uncertainty-Guided Graph Augmentation Network for EEG Emotion Recognition. - Bianna Chen; C. L. Philip Chen; Tong Zhang 015 (IEEE Trans. Comput. Soc. Syst., 2025)

AE-AMT: Attribute-Enhanced Affective Music Generation With Compound Word Representation. - Weiyi Yao; C. L. Philip Chen; Zongyan Zhang; Tong Zhang 015 (IEEE Trans. Comput. Soc. Syst., 2025)

Co-Training Broad Siamese-Like Network for Coupled-View Semi-Supervised Learning. - Yikai Li 001; C. L. Philip Chen; Tong Zhang 015 (IEEE Trans. Cybern., 2025)

Robust Incremental Broad Learning System for Data Streams of Uncertain Scale. - Linjun Zhong; C. L. Philip Chen; Jifeng Guo; Tong Zhang 015 (IEEE Trans. Neural Networks Learn. Syst., 2025)

RoHyDR: Robust Hybrid Diffusion Recovery for Incomplete Multimodal Emotion Recognition. - Yuehan Jin; Xiaoqing Liu; Yiyuan Yang; Zhiwen Yu 002; Tong Zhang 015; Kaixiang Yang (CoRR, 2025)

AdamGraph: Adaptive Attention-Modulated Graph Network for EEG Emotion Recognition. - C. L. Philip Chen; Bianna Chen; Tong Zhang 015 (IEEE Trans. Cybern., 2025)

CRIA: A Cross-View Interaction and Instance-Adapted Pre-training Framework for Generalizable EEG Representations. - Pu-Chun Liu; C. L. Philip Chen; Yubin He; Tong Zhang 015 (CoRR, 2025)

Functional Connectivity Patterns Learning for EEG-Based Emotion Recognition. - Chongxing Shi; C. L. Philip Chen; Shuzhen Li; Tong Zhang 015 (IEEE Trans. Cogn. Dev. Syst., 2025)

Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection. - Wenjie Yuan; Xiaowei Zhang 001; Xuejuan Zhang; Shuangyan Wang; Tianzhi Wang; Tong Zhang 015; Qinglin Zhao; Bin Hu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Dynamic Spatial-Temporal Imputation Network With Missing Features for Traffic Data Imputation. - Hao Li 100; Shiyuan Han; Min Yang; Jie Liu 002; Jin Zhou 003; Tong Zhang 015; C. L. Philip Chen (IEEE Internet Things J., 2025)

Broad Learning System Based on Fractional Feature Optimization. - Dan Zhang; Tong Zhang 015; C. L. Philip Chen; Tao Zhang 103 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Cyclic Data Distillation Semi-Supervised Learning for Multi-Modal Emotion Recognition. - Shuzhen Li; Tong Zhang 015; C. L. Philip Chen (IEEE Trans. Knowl. Data Eng., 2025)