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Song Liu

Associate Professor, University of Bristol

2 papers at NeurIPS 2025

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Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Missing Data Imputation by Reducing Mutual Information with Rectified Flows
#2808 · Jiahao Yu, Qizhen Ying, Leyang Wang, Ziyue Jiang, Song Liu

We propose a missing data imputation method using rectified flow by following mutual information minimization criterion.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Direct Fisher Score Estimation for Likelihood Maximization
#503 Spotlight · Sherman Khoo, Yakun Wang, Song Liu, Mark Beaumont