Concorde: Geometry-Aware Link Prediction via Decoupled Energy Minimization.

arXiv:2610.36204v1 Announce Type: cross Abstract: Link prediction remains difficult in sparse graphs, where diffusion heuristics lack connectivity and geometric methods suffer spectral instability when coupling learned representations with diffusion operators.