Container-code pattern recognition based on attribute grid computing. - Liang-dong Chen; Weiming Zeng; Ni-zhuan Wang 001 (GrC, 2013)

An adaptive RV measure based fuzzy weighting subspace clustering (ARV-FWSC) for fMRI data analysis. - Xiaoyan Tang; Weiming Zeng; Nizhuan Wang 001; Jiajun Yang (Biomed. Signal Process. Control., 2015)

GPU-based parallel group ICA for functional magnetic resonance data. - Yanshan Jing; Weiming Zeng; Nizhuan Wang 001; Tianlong Ren; Yingchao Shi; Jun Yin 003; Qi Xu (Comput. Methods Programs Biomed., 2015)

A novel fMRI group data analysis method based on data-driven reference extracting from group subjects. - Yuhu Shi; Weiming Zeng; Nizhuan Wang 001; Dongtailang Chen (Comput. Methods Programs Biomed., 2015)

A Novel Sparse Dictionary Learning Separation (SDLS) Model With Adaptive Dictionary Mutual Incoherence Constraint for fMRI Data Analysis. - Nizhuan Wang 001; Weiming Zeng; Dongtailang Chen (IEEE Trans. Biomed. Eng., 2016)

A Novel Brain Networks Enhancement Model (BNEM) for BOLD fMRI Data Analysis With Highly Spatial Reproducibility. - Nizhuan Wang 001; Weiming Zeng; Dongtailang Chen; Jun Yin 003; Lei Chen 007 (IEEE J. Biomed. Health Informatics, 2016)

A novel automatic identification model for tracking dynamic brain functional networks at single-subject level. - Nizhuan Wang 001; Li Liu 001; Weixiang Liu; Hongjie Yan (ICIA, 2017)

A novel layered data reduction mechanism for clustering fMRI data. - Xiaoyan Tang; Weiming Zeng; Ni-zhuan Wang 001; Yuhu Shi; Le Zhao (Biomed. Signal Process. Control., 2017)

SCGICAR: Spatial concatenation based group ICA with reference for fMRI data analysis. - Yuhu Shi; Weiming Zeng; Nizhuan Wang 001 (Comput. Methods Programs Biomed., 2017)

A Novel Spatial-Spectra Dynamics-Based Ranking Model for Sorting Time-Varying Functional Networks from Single Subject FMRI Data. - Nizhuan Wang 001; Hongjie Yan; Yang Yang; Ruiyang Ge (ICIS, 2018)

Comparison of Machine Learning and Deep Learning Approaches for Decoding Brain Computer Interface: An fNIRS Study. - Jiahao Lu; Hongjie Yan; Chunqi Chang; Nizhuan Wang 001 (IIP, 2020)

Performance Validation of Yolo Variants for Object Detection. - Kaiyue Liu; Haitong Tang; Shuang He; Qin Yu; Yulong Xiong; Nizhuan Wang 001 (BIC, 2021)

Comparison of Picard Versions for Analyzing functional Magnetic Resonance Imaging Data. - Yulong Xiong; Qin Yu; Shuang He; Haitong Tang; Kaiyue Liu; Nizhuan Wang 001 (BIC, 2021)

A Frequency-constrained Spectrum Difference Mapping Framework for Decoding Brain Activity from Functional Magnetic Resonance Imaging Data. - Qin Yu; Yulong Xiong; Haitong Tang; Shuang He; Kaiyue Liu; Nizhuan Wang 001 (BIC, 2021)

Extraction and Analysis of Dynamic Functional Connectome Patterns in Migraine Sufferers: A Resting-State fMRI Study. - Weifang Nie; Weiming Zeng; Jiajun Yang; Yuhu Shi; Le Zhao; Ying Li; Dunyao Chen; Jin Deng; Nizhuan Wang 001 (Comput. Math. Methods Medicine, 2021)

Application and Evolution for Neural Network and Signal Processing in Large-Scale Systems. - Dongbao Jia; Cunhua Li; Qun Liu; Qin Yu; Xiangsheng Meng; Zhaoman Zhong; Xinxin Ban; Nizhuan Wang 001 (Complex., 2021)

CSC-Unet: A Novel Convolutional Sparse Coding Strategy based Neural Network for Semantic Segmentation. - Haitong Tang; Shuang He; Xia Lu; Qin Yu; Kaiyue Liu; Hongjie Yan; Nizhuan Wang 001 (CoRR, 2021)

RSI-Net: Two-Stream Deep Neural Network Integrating GCN and Atrous CNN for Semantic Segmentation of High-resolution Remote Sensing Images. - Shuang He; Xia Lu; Jason Gu; Haitong Tang; Qin Yu; Kaiyue Liu; Haozhou Ding; Chunqi Chang; Nizhuan Wang 001 (CoRR, 2021)

MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification. - Shuang He; Haitong Tang; Xia Lu; Hongjie Yan; Nizhuan Wang 001 (CoRR, 2021)

DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction. - Temitope Emmanuel Komolafe; Yuhang Sun; Nizhuan Wang 001; Kaicong Sun; Guohua Cao; Dinggang Shen (MLMIR@MICCAI, 2022)

RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Images-Based Semantic Segmentation. - Shuang He; Xia Lu; Jason Gu; Haitong Tang; Qin Yu; Kaiyue Liu; Haozhou Ding; Chunqi Chang; Nizhuan Wang 001 (IEEE Access, 2022)

WSEBP: A Novel Width-depth Synchronous Extension-based Basis Pursuit Algorithm for Multi-Layer Convolutional Sparse Coding. - Haitong Tang; Shuang He; Lingbin Bian; Zhiming Cui; Nizhuan Wang 001 (CoRR, 2022)

A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion. - Xiangxi Meng; Yuning Gu; Yongsheng Pan; Nizhuan Wang 001; Peng Xue; Mengkang Lu; Xuming He 001; Yiqiang Zhan; Dinggang Shen (CoRR, 2022)

HC-Net: Hybrid Classification Network for Automatic Periodontal Disease Diagnosis. - Lanzhuju Mei; Yu Fang; Zhiming Cui; Ke Deng; Nizhuan Wang 001; Xuming He 001; Yiqiang Zhan; Xiang Zhou 009; Maurizio Tonetti; Dinggang Shen (MICCAI (6), 2023)

Multi-view Vertebra Localization and Identification from CT Images. - Han Wu 007; Jiadong Zhang; Yu Fang; Zhentao Liu; Nizhuan Wang 001; Zhiming Cui; Dinggang Shen (MICCAI (5), 2023)

Underwater target detection based on improved YOLOv7. - Kaiyue Liu; Qi Sun; Daming Sun; Mengduo Yang; Nizhuan Wang 001 (CoRR, 2023)

NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images. - Runqi Meng; Xiao Zhang 028; Shijie Huang; Yuning Gu; Guiqin Liu; Guangyu Wu; Nizhuan Wang 001; Kaicong Sun; Dinggang Shen (AAAI, 2024)

EDRAM-Net: Encoder-Decoder with Residual Attention Module Network for Low-dose Computed Tomography Reconstruction. - Temitope Emmanuel Komolafe; Liang Zhou; Wenlong Zhao 016; Nizhuan Wang 001; Tao Wu 003 (EMBC, 2024)

CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation. - Haitong Tang; Shuang He; Mengduo Yang; Xia Lu; Qin Yu; Kaiyue Liu; Hongjie Yan; Nizhuan Wang 001 (IEEE Access, 2024)

MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction. - Luhui Cai; Weiming Zeng; Hongyu Chen 006; Hua Zhang; Yueyang Li; Hongjie Yan; Lingbin Bian; Nizhuan Wang 001 (CoRR, 2024)

You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation. - Hongyu Chen 006; Weiming Zeng; Luhui Cai; Yueyang Li; Lei Wang 001; Jia Lu; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI. - Yueyang Li; Weiming Zeng; Wenhao Dong; Luhui Cai; Lei Wang 001; Hongyu Chen 006; Hongjie Yan; Lingbin Bian; Nizhuan Wang 001 (CoRR, 2024)

A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions. - Yueyang Li; Weiming Zeng; Wenhao Dong; Di Han; Lei Chen 007; Hongyu Chen 006; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas. - Yu Feng; Weiming Zeng; Yifan Xie; Hongyu Chen 006; Lei Wang 001; Yingying Wang; Hongjie Yan; Kaile Zhang; Ran Tao; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data. - Wei Zhang; Weiming Zeng; Hongyu Chen 006; Jie Liu; Hongjie Yan; Kaile Zhang; Ran Tao; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

EEG Emotion Copilot: Pruning LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation. - Hongyu Chen 006; Weiming Zeng; Chengcheng Chen; Luhui Cai; Fei Wang 074; Lei Wang 001; Wei Zhang; Yueyang Li; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications. - Lei Wang 001; Weiming Zeng; Kai Long; Rongfeng Lan; Li Liu 001; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding. - Yueyang Li; Zijian Kang; Shengyu Gong; Wenhao Dong; Weiming Zeng; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction. - Temitope Emmanuel Komolafe; Nizhuan Wang 001; Yuchi Tian; Adegbola Oyedotun Adeniji; Liang Zhou (Mach. Vis. Appl., 2024)

EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation. - Hongyu Chen 006; Weiming Zeng; Chengcheng Chen; Luhui Cai; Fei Wang 074; Yuhu Shi; Lei Wang 001; Wei Zhang; Yueyang Li; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (Neural Networks, 2025)

A Tale of Single-Channel Electroencephalography: Devices, Datasets, Signal Processing, Applications, and Future Directions. - Yueyang Li; Weiming Zeng; Wenhao Dong; Di Han; Lei Chen 007; Hongyu Chen 006; Zijian Kang; Shengyu Gong; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (IEEE Trans. Instrum. Meas., 2025)

STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis. - Wenhao Dong; Yueyang Li; Weiming Zeng; Lei Chen 007; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis. - Yueyang Li; Lei Chen 007; Wenhao Dong; Shengyu Gong; Zijian Kang; Boyang Wei; Weiming Zeng; Hongjie Yan; Lingbin Bian; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation. - Zijian Kang; Yueyang Li; Shengyu Gong; Weiming Zeng; Hongjie Yan; Lingbin Bian; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

LEREL: Lipschitz Continuity-Constrained Emotion Recognition Ensemble Learning For Electroencephalography. - Shengyu Gong; Yueyang Li; Zijian Kang; Weiming Zeng; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition. - Yueyang Li; Shengyu Gong; Weiming Zeng; Nizhuan Wang 001; Wai Ting Siok (CoRR, 2025)