Shihao Yang

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
NeuroNarrator: A Generalist EEG-to-Text Foundation Model for Clinical Interpretation via Spectro-Spatial Grounding and Temporal State-Space Reasoning.
CoRR
Guoan Wang, Shihao Yang, Jun-En Ding, Hao Zhu, Feng Liu
2026 J jnl
NeuroWeaver: An Autonomous Evolutionary Agent for Exploring the Programmatic Space of EEG Analysis Pipelines.
CoRR
Guoan Wang, Shihao Yang, Jun-En Ding, Hao Zhu, Feng Liu
2025 J jnl
Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review.
CoRR
Shihao Yang, Xiying Huang, Danilo Bernardo, Jun-En Ding, Andrew Michael, Jingmei Yang, Patrick Kwan, Ashish Raj, Feng Liu
2025 J jnl
Spatial Craving Patterns in Marijuana Users: Insights From fMRI Brain Connectivity Analysis With High-Order Graph Attention Neural Networks.
IEEE J. Biomed. Health Informatics
Jun-En Ding, Shihao Yang, Anna Zilverstand, Kaustubh R. Kulkarni, Xiaosi Gu, Feng Liu
2025 J jnl
Variational Mixture of Graph Neural Experts for Alzheimer's Disease Biomarker Recognition in EEG Brain Networks.
CoRR
Jun-En Ding, Anna Zilverstand, Shihao Yang, Albert Chih-Chieh Yang, Feng Liu
2024 — conf
Detection of High-Frequency Oscillations from Intracranial EEG Data with Switching State Space Model.
EMBC
Zeyu Gu, Shihao Yang, Zhongyuan Yu, Feng Liu
2024 J jnl
Identification of Craving Maps among Marijuana Users via the Analysis of Functional Brain Networks with High-Order Attention Graph Neural Networks.
CoRR
Jun-En Ding, Shihao Yang, Anna Zilverstand, Feng Liu
2024 J jnl
Rejuvenating classical brain electrophysiology source localization methods with spatial graph Fourier filters for source extents estimation.
Brain Informatics
Shihao Yang, Meng Jiao, Jing Xiang, Neel Fotedar, Hai Sun, Feng Liu
2024 J jnl
XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG.
NeuroImage
Meng Jiao, Xiaochen Xian, Boyu Wang, Yu Zhang, Shihao Yang, Spencer C. Chen, Hai Sun, Feng Liu
2023 — conf
MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging.
BI
Meng Jiao, Shihao Yang, Boyu Wang, Xiaochen Xian, Yevgeniy R. Semenov, Guihong Wan, Feng Liu
2023 — conf
Prediction of Cannabis Addictive Patients with Graph Neural Networks.
BI
Shulin Wen, Shihao Yang, Xinglong Ju, Ting Liao, Feng Liu
2023 — conf
Rejuvenating Classical Source Localization Methods with Spatial Graph Filters.
BI
Shihao Yang, Meng Jiao, Jing Xiang, Daphne Kalkanis, Hai Sun, Feng Liu