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Author

Gui-Kun Chen

2 papers indexed here

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Preprint Oct 2026

FiberGeoText: A Vision-Language Model for Population- Level Organization of Superficial White Matter

The superficial white matter (SWM), a critical brain region for cognition across the lifespan and brain disease, contains abundant short-range association fibers whose organization remains incompletely characterized, in part because the short trajectories and highly variable cortical folding make correspondence across...

Yu-Qian Chen, R. Rushmore, Gui-Kun Chen et al. · 0 citations
#machine learning Preprint Sep 2026

Generalizable single-cell perturbation response prediction using energy-guided flow matching

Predicting phenotypic and transcriptional responses to perturbations at single-cell resolution provides a powerful tool for probing biological systems. However, existing methods typically rely on fixed mappings learned during training, making it challenging to calibrate distribution shifts or adapt to novel perturbatio...

Jia-Nan Wei, Jia-Jun Hong, Gui-Kun Chen et al. · 0 citations

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