Beyond Site Agreement: Re-estimation for Brain Network Generalization

arXiv:2609.34611 · cs.LG · Submitted 2026-09-28 · Read on arXiv

cs.LG

Submitted: 2026-09-28

Updated: 2026-09-28

Terminology

• Generalization — 1× in this paper · explained in 13 episodes

Sources

• Invariant Risk Minimization
• Semi-Supervised Classification with Graph Convolutional Networks
• Graph Attention Networks
• USBD: Universal Structural Basis Distillation for Source-Free Graph Domain Adaptation
• Learning beyond Site Bias for OOD Generalization in Brain Networks
• When Safety Collides: Resolving Multi-Category Harmful Conflicts in Text-to-Image Diffusion via Adaptive Safety Guidance
• When Agents Learn to Be You: Benchmarking Privacy Leakage, Impersonation Risk, and Defenses in Persona Skills
• How Powerful are Graph Neural Networks?
• Modeling Higher-Order Brain Interactions via a Multi-View Information Bottleneck Framework for fMRI-based Psychiatric Diagnosis

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