Wai Ting Siok

Hong Kong Polytechnic University — Hong Kong

Psychology · Social Sciences

24h-index4.3kcitations58works1.92yr avg
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Research Topics

Reading and Literacy Development(28), Neurobiology of Language and Bilingualism(19), Cognitive and developmental aspects of mathematical skills(14), EEG and Brain-Computer Interfaces(11), Functional Brain Connectivity Studies(6)

Publications58 total

STARFormer: A novel spatio-temporal aggregation reorganization transformer of FMRI for brain disorder diagnosis
Neural Networks·2025· 1 cited
EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation
Neural Networks·2025· 10 cited
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding
2025· 2 cited
FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition
arXiv (Cornell University)·2025Open Access
AI shares emotion with humans across languages and cultures
arXiv (Cornell University)·2025Open Access
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction
IEEE Transactions on Medical Imaging·2025· 4 cited
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation
2025· 1 citedOpen Access
A Tale of Single-Channel Electroencephalography: Devices, Datasets, Signal Processing, Applications, and Future Directions
IEEE Transactions on Instrumentation and Measurement·2025· 7 cited
STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis
arXiv (Cornell University)·2024Open Access
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding
arXiv (Cornell University)·2024Open Access
Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas
Tomography·2024· 2 citedOpen Access
STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data
Tomography·2024· 4 citedOpen Access
Delineating Region-Specific contributions and connectivity patterns for semantic association and categorization through ROI and Granger causality analysis
Brain and Language·2024· 1 citedOpen Access
EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation
arXiv (Cornell University)·2024· 2 citedOpen Access
STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data
arXiv (Cornell University)·2024Open Access
A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions
arXiv (Cornell University)·2024Open Access
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation
arXiv (Cornell University)·2024Open Access
Delineating Region-Specific Contributions and Connectivity Patterns for Semantic Association and Categorization Through Roi and Granger Causality Analysis
SSRN Electronic Journal·2024Open Access
Lifespan developmental changes in neural substrates and functional connectivity for visual semantic processing
Cerebral Cortex·2022· 6 cited
Functional connectivity during orthographic, phonological, and semantic processing of Chinese characters identifies distinct visuospatial and phonosemantic networks
Human Brain Mapping·2022· 27 citedOpen Access
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Frequent Co-authors

Li Hai Tan(14), Li Tan(10), Nizhuan Wang(10), Charles A. Perfetti(7), Fanlu Jia(6), Huan Chen(6), Yuxi Zhou(6), Michael S.Y. Huen(6), Weiming Zeng(6), Yimin Sun(5), Guoqing Wang(5), Yueyang Li(5), Hongjie Yan(5), Zhen Jin(4), Jia‐Hong Gao(4), Yong Gao(4), Junquan Xu(4), Jiguang Xia(4), Luhui Cai(4), Hongjie Yan(4)