Announcement_11

Three works on Flows for Discovery accepted at ICLR 2026: (1) Verifier-Constrained Flow Expansion for Discovery Beyond the Data, (2) Riemannian Optimization via Pre-trained Diffusion Models, and (3) Value Matching: Scalable and Gradient-Free Reward-Guided Flow Adaptation.