Binxu Wang

Researcher, Harvard University

1 paper at NeurIPS 2025

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Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

An Analytical Theory of Spectral Bias in the Learning Dynamics of Diffusion Models

#2904 Spotlight · Binxu Wang, Cengiz Pehlevan

Closed‑form analysis of diffusion learning dynamics uncovers an inverse‑variance law of distributional convergence; MLP‑UNets comply, while convolutional U‑Nets break it.