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stat.ML2026
HYVINT: Intensity-Driven Hypergraph Generation with Variational Embeddings
Xinyi Hong, Shuntuo Xu, Zhou Yu
Hypergraphs provide a principled framework for modeling polyadic interactions, with applications in recommendation systems, social networks, and molecular modeling. Hypergraph gene…
cs.LG2026
Flow Matching from Viewpoint of Proximal Operators
Kenji Fukumizu, Wei Huang, Han Bao +2
We reformulate Optimal Transport Conditional Flow Matching (OT-CFM), a class of dynamical generative models, showing that it admits an exact proximal formulation via an extended Br…