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2020 – today
- 2025
[j5]Hongyu Chen
, Weiming Zeng, Chengcheng Chen, Luhui Cai, Fei Wang, Yuhu Shi, Lei Wang, Wei Zhang, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation. Neural Networks 192: 107848 (2025)- [j4]Wenhao Dong, Yueyang Li, Weiming Zeng, Lei Chen, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
STARFormer: A novel spatio-temporal aggregation reorganization transformer of FMRI for brain disorder diagnosis. Neural Networks 192: 107927 (2025) - [j3]Yueyang Li, Weiming Zeng, Wenhao Dong, Di Han, Lei Chen, Hongyu Chen, Zijian Kang, Shengyu Gong, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
A Tale of Single-Channel Electroencephalography: Devices, Datasets, Signal Processing, Applications, and Future Directions. IEEE Trans. Instrum. Meas. 74: 1-20 (2025) - [j2]Luhui Cai, Weiming Zeng, Hongyu Chen, Hua Zhang, Yueyang Li, Yu Feng, Hongjie Yan, Lingbin Bian, Wai Ting Siok, Nizhuan Wang:
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction. IEEE Trans. Medical Imaging 44(9): 3705-3716 (2025) - [i12]Wenhao Dong, Yueyang Li, Weiming Zeng, Lei Chen, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis. CoRR abs/2501.00378 (2025) - [i11]Yueyang Li, Lei Chen, Wenhao Dong, Shengyu Gong, Zijian Kang, Boyang Wei, Weiming Zeng, Hongjie Yan, Lingbin Bian, Wai Ting Siok, Nizhuan Wang:
Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis. CoRR abs/2502.20769 (2025) - [i10]Zijian Kang, Yueyang Li, Shengyu Gong, Weiming Zeng, Hongjie Yan, Lingbin Bian, Wai Ting Siok, Nizhuan Wang:
Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation. CoRR abs/2502.21154 (2025) - [i9]Shengyu Gong, Yueyang Li, Zijian Kang, Weiming Zeng, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
LEREL: Lipschitz Continuity-Constrained Emotion Recognition Ensemble Learning For Electroencephalography. CoRR abs/2504.09156 (2025) - [i8]Yueyang Li, Shengyu Gong, Weiming Zeng, Nizhuan Wang, Wai Ting Siok:
FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition. CoRR abs/2506.22807 (2025) - 2024
- [i7]Hongyu Chen, Weiming Zeng, Luhui Cai, Yueyang Li, Lei Wang, Jia Lu, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation. CoRR abs/2406.15269 (2024) - [i6]Yueyang Li, Weiming Zeng, Wenhao Dong, Di Han, Lei Chen, Hongyu Chen, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions. CoRR abs/2407.14850 (2024) - [i5]Yu Feng, Weiming Zeng, Yifan Xie, Hongyu Chen, Lei Wang, Yingying Wang, Hongjie Yan, Kaile Zhang, Ran Tao, Wai Ting Siok, Nizhuan Wang:
Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas. CoRR abs/2407.18492 (2024) - [i4]Wei Zhang, Weiming Zeng, Hongyu Chen, Jie Liu, Hongjie Yan, Kaile Zhang, Ran Tao, Wai Ting Siok, Nizhuan Wang:
STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data. CoRR abs/2407.21323 (2024) - [i3]Hongyu Chen, Weiming Zeng, Chengcheng Chen, Luhui Cai, Fei Wang, Lei Wang, Wei Zhang, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
EEG Emotion Copilot: Pruning LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation. CoRR abs/2410.00166 (2024) - [i2]Lei Wang, Weiming Zeng, Kai Long, Rongfeng Lan, Li Liu, Wai Ting Siok, Nizhuan Wang:
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications. CoRR abs/2411.02843 (2024) - [i1]Yueyang Li, Zijian Kang, Shengyu Gong, Wenhao Dong, Weiming Zeng, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding. CoRR abs/2412.17337 (2024)
2010 – 2019
- 2016
- [j1]Anthony J. Krafnick, Li-Hai Tan, D. Lynn Flowers, Megan M. Luetje, Eileen M. Napoliello, Wai Ting Siok, Charles Perfetti, Guinevere F. Eden:
Chinese Character and English Word processing in children's ventral occipitotemporal cortex: fMRI evidence for script invariance. NeuroImage 133: 302-312 (2016)
Coauthor Index
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