Jiadong Yan

Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder Identification

Yuzhong Chen, Jiadong Yan, Mingxin Jiang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 85 citations

Engineering, Machine Learning, Network Analysis +20

Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs)

Jiadong Yan, Yuzhong Chen, Zhenxiang Xiao et al. · Medical Image Analysis · 2022 · 33 citations

Cognitive Science, Computational Neuroscience, Medicine +14

Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs)

Xi Jiang, Jiadong Yan, Yu Zhao et al. · Neural Networks · 2022 · 30 citations

Cognitive Science, Neuroimaging Modality, Computational Neuroscience +15

Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task Domains

Mingxin Jiang, Yuzhong Chen, Jiadong Yan et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 16 citations

Brain Mapping, Brain Organization, Functional Connectivity Differences +19