brain network

BrainHGT: A Hierarchical Graph Transformer for Interpretable Brain Network Analysis AAAI 2026 BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025 BrainOOD: Out-of-distribution Generalizable Brain Network Analysis ICLR 2025 SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025 TSTAI: A Time-varying Brain Effective Connectivity Network Construction Method Combining with Brain Active Information IJCAI 2025 Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024 Long-range Brain Graph Transformer NeurIPS 2024 Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024 Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks MLHC 2023 Data-Driven Network Neuroscience: On Data Collection and Benchmark NeurIPS 2023 Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees NeurIPS 2023 RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy NeurIPS 2023 Brain Network Transformer NeurIPS 2022 Model inclusion lattice of coloured Gaussian graphical models for paired data PGM 2022 Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NeurIPS 2021 Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021 Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data MIDL 2021 Brain networks enabling speech perception in everyday settings Interspeech 2020 Inference of Dynamic Graph Changes for Functional Connectome AISTATS 2020 Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019 Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering NeurIPS 2019 Mapping distinct timescales of functional interactions among brain networks NeurIPS 2017 Representational Similarity Learning with Application to Brain Networks ICML 2016 Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014 Identification of Recurrent Patterns in the Activation of Brain Networks NeurIPS 2012