Research Interests
- Granger Causal Discovery
- Brain Dynamic Effective Connectivity
- Biosignal Processing
Selected Recent Works
Time-Reversal Enhanced Dynamic Causality Distribution Learning and Its Application in Identifying Dynamic ECNs in MCI Patients [Intro] [code]
Yiding Wang, Chao Jin, Jian Yang, Chen Qiao
IEEE Transactions on Biomedical Engineering, doi: 10.1109/TBME.2025.3579378A Deep Spatio-Temporal Architecture for Dynamic ECN Analysis with Granger Causality based Causal Discovery
Faming Xu (co-first author), Yiding Wang (co-first author), Gang Qu, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang, Chen Qiao
Pattern Recognition, Minor RevisionEGCN-TSD: Explainable GCN for Time Series Data and Its Applications to the Study of Brain Development
Yiding Wang, Jiajia Li, Chen Qiao, Huiyu Zhou, Gang Qu, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
Neurocomputing, Major Revision