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)

RSNet: A Light Framework for The Detection of Multi-scale Remote Sensing Targets. - Hongyu Chen 006; Chengcheng Chen; Fei Wang 074; Yuhu Shi; Weiming Zeng (CoRR, 2024)

A Visual Question Answering Method for SAR Ship: Breaking the Requirement for Multimodal Dataset Construction and Model Fine-Tuning. - Fei Wang 074; Chengcheng Chen; Hongyu Chen 006; Yugang Chang; Weiming Zeng (CoRR, 2024)

MID: A Comprehensive Shore-Based Dataset for Multi-Scale Dense Ship Occlusion and Interaction Scenarios. - Yugang Chang; Hongyu Chen 006; Fei Wang 074; Chengcheng Chen; Weiming Zeng (CoRR, 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)

Bring Remote Sensing Object Detect Into Nature Language Model: Using SFT Method. - Fei Wang 074; Chengcheng Chen; Hongyu Chen 006; Yugang Chang; Weiming Zeng (CoRR, 2025)