Jiashuang Huang - Publications

TAFNet: Trusted Multiview Associative Fusion Neural Networks for Analyzing Dynamic Brain Networks.

Journal: IEEE transactions on neural networks and learning systems

Published: June 11, 2026

Topology-Learnable Static-Dynamic Graph Convolutional Network for Brain Disorder Detection With Functional MRI.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: April 21, 2026

JointRel: Joint semantic embedding with relational message passing for knowledge graph completion.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: November 17, 2025

FEU-Diff: A Diffusion Model With Fuzzy Evidence-Driven Dynamic Uncertainty Fusion for Medical Image Segmentation.

Journal: IEEE transactions on neural networks and learning systems

Published: September 16, 2025

Multigranularity Fuzzy Autoencoder for Discriminative Feature Selection in High-Dimensional Data.

Journal: IEEE transactions on neural networks and learning systems

Published: June 02, 2025

Select then fusion: An effective multi-atlas brain network analysis method with sparse and uncertain mechanism.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: February 06, 2025

Multimodal multi-instance evidence fusion neural networks for cancer survival prediction.

Journal: Scientific reports

Published: November 21, 2024

Local structural-functional coupling with counterfactual explanations for epilepsy prediction.

Journal: NeuroImage

Published: September 26, 2024

Counterfactual explanations of tree based ensemble models for brain disease analysis with structure function coupling.

Journal: Scientific reports

Published: June 18, 2024

MMF-NNs: Multi-modal Multi-granularity Fusion Neural Networks for brain networks and its application to epilepsy identification.

Journal: Artificial intelligence in medicine

Published: October 19, 2023

Deep Multi-Modal Discriminative and Interpretability Network for Alzheimer's Disease Diagnosis.

Journal: IEEE transactions on medical imaging

Published: April 04, 2023

Consistent connectome landscape mining for cross-site brain disease identification using functional MRI.

Journal: Medical image analysis

Published: February 04, 2022