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Nianze Tao

2 papers hereh-index 111 citations2 works total

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author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedSampling Out-of-Distribution Chemical Spaces via Bayesian Flow

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2026★ 1 cited

Sampling Out-of-Distribution Chemical Spaces via Bayesian Flow

Nianze Tao, Minori Abe

Generating novel molecules with higher properties than the training space, namely the out-of-distribution generation, is important for de novo drug design. However, it is not easy…

cs.LG2025

A Bayesian Flow Network Framework for Chemistry Tasks

Nianze Tao, Minori Abe

In this work, we introduce ChemBFN, a language model that handles chemistry tasks based on Bayesian flow networks working on discrete data. A new accuracy schedule is proposed to i…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.