10 citations · 10 across the 4 of their papers we have counts for
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cs.LG2026
SinAE: A Single-Architecture Flow-Matching Autoencoder for Cross-Domain Atomic Systems
Yuxuan Ren, Fan Yang, Jianhua Yao +1
Small molecules, crystals, and proteins all reduce to atoms in 3D space, yet their generative pipelines remain fragmented across domains, each with its Small molecules, crystals, a…
cs.LG2023
Reweighted Mixup for Subpopulation Shift
Zongbo Han, Zhipeng Liang, Fan Yang +8
Subpopulation shift exists widely in many real-world applications, which refers to the training and test distributions that contain the same subpopulation groups but with different…
cs.LG2022★ 10 cited
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
Zongbo Han, Zhipeng Liang, Fan Yang +7
Subpopulation shift widely exists in many real-world machine learning applications, referring to the training and test distributions containing the same subpopulation groups but va…