Author

Leran Zhang

h-index 1 View on Semantic Scholar

We have 1 of 3 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.

Jul 2026

Diachronic Sample Integration: Robust Tail-Risk Estimation with Generative Models

Diachronic Sample Integration is introduced, a test-time inference framework that ensembles generated samples across checkpoints from a stochastic training trajectory that substantially reduces tail-estimation error compared to single-checkpoint baselines under fixed simulation budgets.

Shuning Zhao, Patrick Wong, Leran Zhang et al. · arXiv.org · 0 citations