Shihao Yang

According to our database, Shihao Yang authored at least 13 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

NeuroNarrator: A Generalist EEG-to-Text Foundation Model for Clinical Interpretation via Spectro-Spatial Grounding and Temporal State-Space Reasoning.

Guoan Wang, Shihao Yang, Jun-En Ding, Hao Zhu, Feng Liu

CoRR, March, 2026

NeuroWeaver: An Autonomous Evolutionary Agent for Exploring the Programmatic Space of EEG Analysis Pipelines.

Guoan Wang, Shihao Yang, Jun-En Ding, Hao Zhu, Feng Liu

CoRR, February, 2026

2025

Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review.

Shihao Yang, Xiying Huang, Danilo Bernardo, Jun-En Ding, Andrew Michael, Jingmei Yang, Patrick Kwan, Ashish Raj, Feng Liu

CoRR, October, 2025

Variational Mixture of Graph Neural Experts for Alzheimer's Disease Biomarker Recognition in EEG Brain Networks.

Jun-En Ding, Anna Zilverstand, Shihao Yang, Albert Chih-Chieh Yang, Feng Liu

CoRR, October, 2025

Spatial Craving Patterns in Marijuana Users: Insights From fMRI Brain Connectivity Analysis With High-Order Graph Attention Neural Networks.

Jun-En Ding, Shihao Yang, Anna Zilverstand, Kaustubh R. Kulkarni, Xiaosi Gu, Feng Liu

IEEE J. Biomed. Health Informatics, January, 2025

Inference of Whole Brain Electrophysiological Networks Through Multimodal Integration of Simultaneous Scalp and Intracranial EEG.

Shihao Yang, Feng Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Rejuvenating classical brain electrophysiology source localization methods with spatial graph Fourier filters for source extents estimation.

Shihao Yang, Meng Jiao, Jing Xiang, Neel Fotedar, Hai Sun, Feng Liu

Brain Informatics, December, 2024

XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG.

Meng Jiao, Xiaochen Xian, Boyu Wang, Yu Zhang, Shihao Yang, Spencer C. Chen, Hai Sun, Feng Liu

NeuroImage, 2024

Identification of Craving Maps among Marijuana Users via the Analysis of Functional Brain Networks with High-Order Attention Graph Neural Networks.

Jun-En Ding, Shihao Yang, Anna Zilverstand, Feng Liu

CoRR, 2024

Detection of High-Frequency Oscillations from Intracranial EEG Data with Switching State Space Model.

Zeyu Gu, Shihao Yang, Zhongyuan Yu, Feng Liu

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Rejuvenating Classical Source Localization Methods with Spatial Graph Filters.

Shihao Yang, Meng Jiao, Jing Xiang, Daphne Kalkanis, Hai Sun, Feng Liu

Proceedings of the Brain Informatics - 16th International Conference, 2023

Prediction of Cannabis Addictive Patients with Graph Neural Networks.

Shulin Wen, Shihao Yang, Xinglong Ju, Ting Liao, Feng Liu

Proceedings of the Brain Informatics - 16th International Conference, 2023

MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging.

Meng Jiao, Shihao Yang, Boyu Wang, Xiaochen Xian, Yevgeniy R. Semenov, Guihong Wan, Feng Liu

Proceedings of the Brain Informatics - 16th International Conference, 2023