Author

Qinchan Li

h-index 3 View on Semantic Scholar

We have 1 of 7 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

CAT-Flow: Curvature-Adaptive sTeps for Flow Matching

Two lightweight, training-free algorithms are proposed, CAT-OV and CAT-OT that adapt step-sizes at inference time based on a novel connection between Flow Matching sampling and gradient flow that outperform existing step-size heuristics in image quality metrics across four text- to-image Flow Matching models.

Qinchan Li, Pedro Cisneros-Velarde, Ke-Ru Fu et al. · 0 citations