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

[BibT_eX]

[DOI]

Mingxin Jiang

Yuzhong Chen

IEEE Trans. Neural Networks Learn. Syst., June, 2024

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Brain Structural Connectivity Guided Vision Transformers for Identification of Functional Connectivity Characteristics in Preterm Neonates.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, April, 2024

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer.

[BibT_eX]

[DOI]

Inf. Fusion, April, 2024

Regularity and variability of functional brain connectivity characteristics between gyri and sulci under naturalistic stimulus.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, January, 2024

Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age prediction.

[BibT_eX]

[DOI]

Neural Networks, 2024

Mask-guided BERT for few-shot text classification.

[BibT_eX]

[DOI]

Neurocomputing, 2024

2023

Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, November, 2023

Digital Twin (DT)-CycleGAN: Enabling Zero-Shot Sim-to-Real Transfer of Visual Grasping Models.

[BibT_eX]

[DOI]

David Liu

Yuzhong Chen

Zihao Wu

IEEE Robotics Autom. Lett., May, 2023

Digital Twin (DT)-CycleGAN: Enabling Zero-Shot Sim-to-Real Transfer of Visual Grasping Models.

[BibT_eX]

[DOI]

David Liu

Yuzhong Chen

Zihao Wu

Dataset, March, 2023

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

[BibT_eX]

[DOI]

Neural Networks, January, 2023

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT.

[BibT_eX]

[DOI]

CoRR, 2023

When Brain-inspired AI Meets AGI.

[BibT_eX]

[DOI]

CoRR, 2023

Mask-guided BERT for Few Shot Text Classification.

[BibT_eX]

[DOI]

CoRR, 2023

2022

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

[BibT_eX]

[DOI]

Medical Image Anal., 2022

A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Rectify ViT Shortcut Learning by Visual Saliency.

[BibT_eX]

[DOI]

CoRR, 2022

Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2022

2021

A Guided Attention 4D Convolutional Neural Network for Modeling Spatio-Temporal Patterns of Functional Brain Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Attention-Based Node-Edge Graph Convolutional Networks for Identification of Autism Spectrum Disorder Using Multi-Modal MRI Data.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Exploring Gyro-Sulcal Functional Connectivity Differences Across Task Domains via Anatomy-Guided Spatio-Temporal Graph Convolutional Networks.

[BibT_eX]

[DOI]