Hyperbolic Geometry

HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation

HCGR embeds session graphs in the Lorentz model of hyperbolic space and trains them with InfoNCE-style contrastive learning. This review unpacks why hierarchical session intent fits hyperbolic geometry, how Lorentz …