Aiying Zhang — accepted AI-conference papers

2026

Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing

Tianhao Huang, Guanghui Min, zhenyu lei, Aiying Zhang, Chen Chen

ICML 2026poster

Unraveling how macroscopic cognitive phenotypes emerge from microscopic neuronal connectivity remains one of the core pursuits of neuroscience. To this end, researchers typically leverage multi-modal information from structural connectivity (SC) and functional connectivity (FC) to complete downstrea…

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2025

BrainMAP: Learning Multiple Activation Pathways in Brain Networks

Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong +5

AAAI 2025technical

Functional Magnetic Resonance Image (fMRI) is commonly employed to study human brain activity, since it offers insight into the relationship between functional fluctuations and human behavior. To enhance analysis and comprehension of brain activity, Graph Neural Networks (GNNs) have been widely appl…

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