PIMPC-GNN: Physics-Informed Multi-Phase Consensus Learning for Enhancing Imbalanced Node Classification in Graph Neural Networks
arxiv
Spectral Graph Neural Networks for Cognitive Task Classification in fMRI Connectomes
arxiv
mHC-lite: You Don't Need 20 Sinkhorn-Knopp Iterations
arxiv
Robust Physics Discovery from Highly Corrupted Data: A PINN Framework Applied to the Nonlinear Schrödinger Equation
arxiv
WorldDB: A Vector Graph-of-Worlds Memory Engine with Ontology-Aware Write-Time Reconciliation
arxiv