Author

Xinyu Bian

1 paper indexed here

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 Feb 2026

Prediction--Loss Alignment for Sampler--Robust Flow Matching Training

This work investigates the integrability of the pre-optimizer stochastic-gradient second moment through the integrability of the pre-optimizer stochastic-gradient second moment of prediction--loss alignment and shows that prediction--loss alignment eliminates this conversion-induced source of non-integrability.

Jia-Dong Hong, Lei Liu, Xinyu Bian et al. · 2 citations