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GuanWen Qiu

2 accepted papers

2025

Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning

ICML 2025poster

How a single fertilized cell gives rise to a complex array of specialized cell types in development is a central question in biology. The cells replicate to generate cell lineages and acquire differentiated characteristics through poorly understood molecular processes. A key approach to studying dev…

2024

Complexity Matters: Feature Learning in the Presence of Spurious Correlations

ICML 2024poster

Existing research often posits spurious features as **easier** to learn than core features in neural network optimization, but the impact of their relative simplicity remains under-explored. Moreover, studies mainly focus on end performance rather than the learning dynamics of feature learning. In t…

Cited by 11SourcePDFScholar
GuanWen Qiu — accepted AI-conference papers · AIConfPaper